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@inproceedings{DBLP:conf/aaltd/BaruahO23,
author = {Rashmi Dutta Baruah and
Mario Mu{\~{n}}oz Organero},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Exploiting Context and Attention Using Recurrent Neural Network for
Sensor Time Series Prediction},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {243--259},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_16},
doi = {10.1007/978-3-031-49896-1\_16},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/BaruahO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/BennettA23,
author = {Luca A. Bennett and
Zahraa S. Abdallah},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {{RED} CoMETS: An Ensemble Classifier for Symbolically Represented
Multivariate Time Series},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {76--91},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_6},
doi = {10.1007/978-3-031-49896-1\_6},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/BennettA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/DashBBSBF23,
author = {Bidya Dash and
Shreyas Bilagi and
Jasmin Breitenstein and
Volker Schomerus and
Thorsten Bagdonat and
Tim Fingscheidt},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Deep Long Term Prediction for Semantic Segmentation in Autonomous
Driving},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {92--112},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_7},
doi = {10.1007/978-3-031-49896-1\_7},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/DashBBSBF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/DhariyalNI23,
author = {Bhaskar Dhariyal and
Thach Le Nguyen and
Georgiana Ifrim},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Back to Basics: {A} Sanity Check on Modern Time Series Classification
Algorithms},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {205--229},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_14},
doi = {10.1007/978-3-031-49896-1\_14},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/DhariyalNI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/ErmshausSBGILLLM23,
author = {Arik Ermshaus and
Patrick Sch{\"{a}}fer and
Anthony J. Bagnall and
Thomas Guyet and
Georgiana Ifrim and
Vincent Lemaire and
Ulf Leser and
Colin Leverger and
Simon Malinowski},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Human Activity Segmentation Challenge @ ECML/PKDD'23},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {3--13},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_1},
doi = {10.1007/978-3-031-49896-1\_1},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/ErmshausSBGILLLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/FiebackDSG23,
author = {Laura Fieback and
Bidya Dash and
Jakob Spiegelberg and
Hanno Gottschalk},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Temporal Performance Prediction for Deep Convolutional Long Short-Term
Memory Networks},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {145--158},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_10},
doi = {10.1007/978-3-031-49896-1\_10},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/FiebackDSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/Haranczyk23,
author = {Grzegorz Haranczyk},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Change Points Detection in Multivariate Signal Applied to Human Activity
Segmentation},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {14--24},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_2},
doi = {10.1007/978-3-031-49896-1\_2},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/Haranczyk23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/HillsTL23,
author = {Anthony Hills and
Adam Tsakalidis and
Maria Liakata},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Time-Aware Predictions of Moments of Change in Longitudinal User Posts
on Social Media},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {293--305},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_19},
doi = {10.1007/978-3-031-49896-1\_19},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/HillsTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/HolderGB23,
author = {Christopher Holder and
David Guijo{-}Rubio and
Anthony J. Bagnall},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Clustering Time Series with k-Medoids Based Algorithms},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {39--55},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_4},
doi = {10.1007/978-3-031-49896-1\_4},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/HolderGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/HuangZYZ23,
author = {Ting{-}Ji Huang and
Qi{-}Le Zhou and
Han{-}Jia Ye and
De{-}Chuan Zhan},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Change Point Detection via Synthetic Signals},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {25--35},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_3},
doi = {10.1007/978-3-031-49896-1\_3},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/HuangZYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/ImaniS23,
author = {Shima Imani and
Harsh Shrivastava},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {tGLAD: {A} Sparse Graph Recovery Based Approach for Multivariate Time
Series Segmentation},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {176--189},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_12},
doi = {10.1007/978-3-031-49896-1\_12},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/ImaniS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/IsmailFawazFPDWBWF23,
author = {Ali Ismail{-}Fawaz and
Hassan Ismail Fawaz and
Fran{\c{c}}ois Petitjean and
Maxime Devanne and
Jonathan Weber and
Stefano Berretti and
Geoffrey I. Webb and
Germain Forestier},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW
Barycenter Averaging},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {127--142},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_9},
doi = {10.1007/978-3-031-49896-1\_9},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/IsmailFawazFPDWBWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/JinUN23,
author = {Changhong Jin and
John Upton and
Brian Mac Namee},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Do Cows Have Fingerprints? Using Time Series Techniques and Milk Flow
Profiles to Characterise Cow Milking Performance and Detect Health
Issues},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {230--242},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_15},
doi = {10.1007/978-3-031-49896-1\_15},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/JinUN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/MacKinnonA23,
author = {Christopher MacKinnon and
Robert Atkinson},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Designing a New Search Space for Multivariate Time-Series Neural Architecture
Search},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {190--204},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_13},
doi = {10.1007/978-3-031-49896-1\_13},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/MacKinnonA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/MiddlehurstB23,
author = {Matthew Middlehurst and
Anthony J. Bagnall},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Extracting Features from Random Subseries: {A} Hybrid Pipeline for
Time Series Classification and Extrinsic Regression},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {113--126},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_8},
doi = {10.1007/978-3-031-49896-1\_8},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/MiddlehurstB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/OuerkVY23,
author = {Sara Yasmine Ouerk and
Olivier Vo Van and
Mouadh Yagoubi},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Rail Crack Propagation Forecasting Using Multi-horizons RNNs},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {260--275},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_17},
doi = {10.1007/978-3-031-49896-1\_17},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/OuerkVY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/RubattuMC23,
author = {Nicol{\`{o}} Rubattu and
Gabriele Maroni and
Giorgio Corani},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic
LightGBM and Temporal Hierarchies},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {276--292},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_18},
doi = {10.1007/978-3-031-49896-1\_18},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/RubattuMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/SerramazzaNNI23,
author = {Davide Italo Serramazza and
Thu Trang Nguyen and
Thach Le Nguyen and
Georgiana Ifrim},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Evaluating Explanation Methods for Multivariate Time Series Classification},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {159--175},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_11},
doi = {10.1007/978-3-031-49896-1\_11},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/SerramazzaNNI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/ShiMSSN23,
author = {Jimeng Shi and
Rukmangadh Myana and
Vitalii Stebliankin and
Azam Shirali and
Giri Narasimhan},
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Explainable Parallel {RCNN} with Novel Feature Representation for
Time Series Forecasting},
booktitle = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
pages = {56--75},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1\_5},
doi = {10.1007/978-3-031-49896-1\_5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/ShiMSSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ial/AssenmacherRGSB23,
author = {Matthias A{\ss}enmacher and
Lukas Rauch and
Jann Goschenhofer and
Andreas Stephan and
Bernd Bischl and
Benjamin Roth and
Bernhard Sick},
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Towards Enhancing Deep Active Learning with Weak Supervision and Constrained
Clustering},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
pages = {65--73},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470/paper7.pdf},
timestamp = {Tue, 05 Sep 2023 17:08:45 +0200},
biburl = {https://dblp.org/rec/conf/ial/AssenmacherRGSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ial/BeyerBS23,
author = {Christian Beyer and
Maik B{\"{u}}ttner and
Myra Spiliopoulou},
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Challenges for Active Feature Acquisition and Imputation on Data Streams},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
pages = {9--13},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470/paper2.pdf},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ial/BeyerBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ial/BunseKTS23,
author = {Mirko Bunse and
Georg Krempl and
Alaa Tharwat and
Amal Saadallah},
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Tutorial: Interactive Adaptive Learning},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
pages = {1--8},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470/paper1.pdf},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ial/BunseKTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ial/DedjaNV23,
author = {Klest Dedja and
Felipe Kenji Nakano and
Celine Vens},
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Active Learning for Survival Analysis with Incrementally Disclosed
Label Information},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
pages = {46--64},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470/paper6.pdf},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ial/DedjaNV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ial/HerdeHSBO23,
author = {Marek Herde and
Denis Huseljic and
Bernhard Sick and
Ulrich Bretschneider and
Sarah Oeste{-}Rei{\ss}},
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Who knows best? {A} Case Study on Intelligent Crowdworker Selection
via Deep Learning},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
pages = {14--18},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470/paper3.pdf},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ial/HerdeHSBO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ial/HuangHHHS23,
author = {Zhixin Huang and
Yujiang He and
Marek Herde and
Denis Huseljic and
Bernhard Sick},
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Active Learning with Fast Model Updates and Class-Balanced Selection
for Imbalanced Datasets},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
pages = {25--45},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470/paper5.pdf},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ial/HuangHHHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ial/HuseljicHHS23,
author = {Denis Huseljic and
Marek Herde and
Paul Hahn and
Bernhard Sick},
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Role of Hyperparameters in Deep Active Learning},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
pages = {19--24},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470/paper4.pdf},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ial/HuseljicHHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ial/SaadallahR23,
author = {Ons Saadallah and
Zied Rouissi},
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Interpretable Meta-Active Learning for Regression Ensemble Learning},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
pages = {89--103},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470/paper9.pdf},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ial/SaadallahR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ial/WeertsTW23,
author = {Hilde J. P. Weerts and
Ren{\'{e}}e Theunissen and
Martijn C. Willemsen},
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Look and You Will Find It: Fairness-Aware Data Collection through
Active Learning},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
pages = {74--88},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470/paper8.pdf},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ial/WeertsTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbuellaANJF23,
author = {Mohamed Abuella and
M. Amine Atoui and
Slawomir Nowaczyk and
Simon Johansson and
Ethan Faghani},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Data-Driven Explainable Artificial Intelligence for Energy Efficiency
in Short-Sea Shipping},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {226--241},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_14},
doi = {10.1007/978-3-031-43430-3\_14},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AbuellaANJF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AgarwalGJM23,
author = {Etika Agarwal and
Karthik S. Gurumoorthy and
Ankit Ajit Jain and
Shantala Manchenahally},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {A Scalable Solution for the Extended Multi-channel Facility Location
Problem},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {316--332},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_19},
doi = {10.1007/978-3-031-43421-1\_19},
timestamp = {Wed, 20 Sep 2023 23:28:46 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AgarwalGJM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AgostinelliC23,
author = {Victor Agostinelli and
Lizhong Chen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Improving Autoregressive {NLP} Tasks via Modular Linearized Attention},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {90--106},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_6},
doi = {10.1007/978-3-031-43421-1\_6},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AgostinelliC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AlchihabiG23,
author = {Abdullah Alchihabi and
Yuhong Guo},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{GDM:} Dual Mixup for Graph Classification with Limited Supervision},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {309--324},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_19},
doi = {10.1007/978-3-031-43418-1\_19},
timestamp = {Wed, 20 Sep 2023 23:28:46 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AlchihabiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AmatiCPVA23,
author = {Giambattista Amati and
Antonio Cruciani and
Daniele Pasquini and
Paola Vocca and
Simone Angelini},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {propagate: {A} Seed Propagation Framework to Compute Distance-Based
Metrics on Very Large Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {671--688},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_40},
doi = {10.1007/978-3-031-43418-1\_40},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AmatiCPVA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AnumasaGS23,
author = {Srinivas Anumasa and
Geetakrishnasai Gunapati and
P. K. Srijith},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Continuous Depth Recurrent Neural Differential Equations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {223--238},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_14},
doi = {10.1007/978-3-031-43415-0\_14},
timestamp = {Wed, 20 Sep 2023 23:28:45 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AnumasaGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BaiYYYLGL23,
author = {Jiaqi Bai and
Zhao Yan and
Ze Yang and
Jian Yang and
Xinnian Liang and
Hongcheng Guo and
Zhoujun Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {KnowPrefix-Tuning: {A} Two-Stage Prefix-Tuning Framework for Knowledge-Grounded
Dialogue Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {525--542},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_31},
doi = {10.1007/978-3-031-43415-0\_31},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BaiYYYLGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BakkerHW23,
author = {Tim Bakker and
Herke van Hoof and
Max Welling},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Objective-Specific Active Learning Strategies with Attentive
Neural Processes},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {3--19},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_1},
doi = {10.1007/978-3-031-43412-9\_1},
timestamp = {Wed, 20 Sep 2023 23:28:45 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BakkerHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BaudzusLJM23,
author = {Arn Baudzus and
Bin Li and
Adnane Jadid and
Emmanuel M{\"{u}}ller},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {The Good, The Bad, and The Average: Benchmarking of Reconstruction
Based Multivariate Time Series Anomaly Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {356--360},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_30},
doi = {10.1007/978-3-031-43430-3\_30},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BaudzusLJM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BertschingerDBB23,
author = {Amanda Bertschinger and
Q. Tyrell Davis and
James P. Bagrow and
Josh C. Bongard},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {The Metric is the Message: Benchmarking Challenges for Neural Symbolic
Regression},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {161--177},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_10},
doi = {10.1007/978-3-031-43421-1\_10},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BertschingerDBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BhanVCL23,
author = {Milan Bhan and
Jean{-}No{\"{e}}l Vittaut and
Nicolas Chesneau and
Marie{-}Jeanne Lesot},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{TIGTEC:} Token Importance Guided TExt Counterfactuals},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {496--512},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_30},
doi = {10.1007/978-3-031-43418-1\_30},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BhanVCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BhatHNF23,
author = {Asmita Bhat and
Nooshin HajiGhassemi and
Deepak Nagaraj and
Sophie Fellenz},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Constraint-Based Parameterization and Disentanglement of Aerodynamic
Shapes Using Deep Generative Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {360--376},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_22},
doi = {10.1007/978-3-031-43427-3\_22},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BhatHNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BicegoC23,
author = {Manuele Bicego and
Ferdinando Cicalese},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {On the Good Behaviour of Extremely Randomized Trees in Random Forest-Distance
Computation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {645--660},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_38},
doi = {10.1007/978-3-031-43421-1\_38},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BicegoC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BrandaoDEHJS23,
author = {Eduardo Brandao and
Stefan Duffner and
R{\'{e}}mi Emonet and
Amaury Habrard and
Fran{\c{c}}ois Jacquenet and
Marc Sebban},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Is My Neural Net Driven by the {MDL} Principle?},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {173--189},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_11},
doi = {10.1007/978-3-031-43415-0\_11},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BrandaoDEHJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BunseP23,
author = {Mirko Bunse and
Lukas Pfahler},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Class-Conditional Label Noise in Astroparticle Physics},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {19--35},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_2},
doi = {10.1007/978-3-031-43427-3\_2},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BunseP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenJG23,
author = {Yuzhou Chen and
Tian Jiang and
Yulia R. Gel},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {H\({}^{\mbox{2}}\)-Nets: Hyper-hodge Convolutional Neural Networks
for Time-Series Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {271--289},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_17},
doi = {10.1007/978-3-031-43424-2\_17},
timestamp = {Wed, 20 Sep 2023 23:28:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenJG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenJTW23,
author = {Hongjiang Chen and
Pengfei Jiao and
Huijun Tang and
Huaming Wu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Temporal Graph Representation Learning with Adaptive Augmentation
Contrastive},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {683--699},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_40},
doi = {10.1007/978-3-031-43415-0\_40},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenJTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenLLS23,
author = {Ying Chen and
Rui Liu and
Zhihui Li and
Andy Song},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {F-3DNet: Leveraging Inner Order of Point Clouds for 3D Object Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {346--359},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_21},
doi = {10.1007/978-3-031-43427-3\_21},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenLLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenWHL23,
author = {Jiayao Chen and
Rui Wang and
Jueying He and
Mark Junjie Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Encouraging Sparsity in Neural Topic Modeling with Non-Mean-Field
Inference},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {142--158},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_9},
doi = {10.1007/978-3-031-43421-1\_9},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenWHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenWLCD23,
author = {Cheng Chen and
Yong Wang and
Lizi Liao and
Yueguo Chen and
Xiaoyong Du},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Real: {A} Representative Error-Driven Approach for Active Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {20--37},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_2},
doi = {10.1007/978-3-031-43412-9\_2},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenWLCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenZGYCZ23,
author = {Haotian Chen and
Han Zhang and
Houjing Guo and
Shuchang Yi and
Bingsheng Chen and
Xiangdong Zhou},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{SALAS:} Supervised Aspect Learning Improves Abstractive Multi-document
Summarization Through Aspect Information Loss},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {55--70},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_4},
doi = {10.1007/978-3-031-43421-1\_4},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenZGYCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenZL23,
author = {Wenkai Chen and
Chuang Zhu and
Mengting Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Sample Prior Guided Robust Model Learning to Suppress Noisy Labels},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {3--19},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_1},
doi = {10.1007/978-3-031-43415-0\_1},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChengXLLLL23,
author = {Debo Cheng and
Ziqi Xu and
Jiuyong Li and
Lin Liu and
Thuc Duy Le and
Jixue Liu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Conditional Instrumental Variable Representation for Causal
Effect Estimation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {525--540},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_31},
doi = {10.1007/978-3-031-43412-9\_31},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChengXLLLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChengYGXM23,
author = {Guixiang Cheng and
Xin Yan and
Shengxiang Gao and
Guangyi Xu and
Xianghua Miao},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {CasSampling: Exploring Efficient Cascade Graph Learning for Popularity
Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {70--86},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_5},
doi = {10.1007/978-3-031-43418-1\_5},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChengYGXM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChoiPKPSS23,
author = {Jiho Choi and
Junghoon Park and
Woocheol Kim and
Jin{-}Hyeok Park and
Yumin Suh and
Minchang Sung},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{PU} {GNN:} Chargeback Fraud Detection in {P2E} MMORPGs via Graph
Attention Networks with Imbalanced {PU} Labels},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {243--258},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_15},
doi = {10.1007/978-3-031-43427-3\_15},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChoiPKPSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChoudhurySRD23,
author = {Jyotishka Ray Choudhury and
Aytijhya Saha and
Sarbojit Roy and
Subhajit Dutta},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Robust Classification of High-Dimensional Data Using Data-Adaptive
Energy Distance},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {86--101},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_6},
doi = {10.1007/978-3-031-43424-2\_6},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChoudhurySRD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChudasamaKPMM23,
author = {Priyanka Chudasama and
Tushar Kadam and
Rajat Patel and
Aakarsh Malhotra and
Manoj Magam},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Contrastive Representation Through Angle and Distance Based Loss for
Partial Label Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {677--692},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_40},
doi = {10.1007/978-3-031-43421-1\_40},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChudasamaKPMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CiravegnaPBMG23,
author = {Gabriele Ciravegna and
Fr{\'{e}}d{\'{e}}ric Precioso and
Alessandro Betti and
Kevin Mottin and
Marco Gori},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Knowledge-Driven Active Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {38--54},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_3},
doi = {10.1007/978-3-031-43412-9\_3},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CiravegnaPBMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DaiC23,
author = {Jie Dai and
Xuguang Chen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {On the Distributional Convergence of Temporal Difference Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {439--454},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_26},
doi = {10.1007/978-3-031-43421-1\_26},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DaiC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DandlCBB23,
author = {Susanne Dandl and
Giuseppe Casalicchio and
Bernd Bischl and
Ludwig Bothmann},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Interpretable Regional Descriptors: Hyperbox-Based Local Explanations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {479--495},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_29},
doi = {10.1007/978-3-031-43418-1\_29},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DandlCBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DantasDMI23,
author = {C{\'{a}}ssio Fraga Dantas and
Thalita F. Drumond and
Diego Marcos and
Dino Ienco},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Counterfactual Explanations for Remote Sensing Time Series Data: An
Application to Land Cover Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {20--36},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_2},
doi = {10.1007/978-3-031-43430-3\_2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DantasDMI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DasguptaK23,
author = {Arpan Dasgupta and
Pawan Kumar},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Alpha Elimination: Using Deep Reinforcement Learning to Reduce Fill-In
During Sparse Matrix Decomposition},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {472--488},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_28},
doi = {10.1007/978-3-031-43421-1\_28},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DasguptaK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DeepKNMS23,
author = {Akash Deep and
Sri Charan Kattamuru and
Meghana Negi and
Jose Mathew and
Jairaj Sathyanarayana},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {DyCOD - Determining Cash on Delivery Limits for Real-Time E-commerce
Transactions via Constrained Optimisation Modelling},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {51--65},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_4},
doi = {10.1007/978-3-031-43427-3\_4},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DeepKNMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DejaTT23,
author = {Kamil Deja and
Tomasz Trzcinski and
Jakub M. Tomczak},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Data Representations with Joint Diffusion Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {543--559},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_32},
doi = {10.1007/978-3-031-43415-0\_32},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DejaTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DelfosseSRVK23,
author = {Quentin Delfosse and
Wolfgang Stammer and
Thomas Rothenbacher and
Dwarak Vittal and
Kristian Kersting},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Boosting Object Representation Learning via Motion and Object Continuity},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {610--628},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_36},
doi = {10.1007/978-3-031-43421-1\_36},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DelfosseSRVK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DemirN23,
author = {Caglar Demir and
Axel{-}Cyrille Ngonga Ngomo},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Clifford Embeddings - {A} Generalized Approach for Embedding in Normed
Algebras},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {567--582},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_34},
doi = {10.1007/978-3-031-43418-1\_34},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DemirN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DemirWLNH23,
author = {Caglar Demir and
Michel Wiebesiek and
Renzhong Lu and
Axel{-}Cyrille Ngonga Ngomo and
Stefan Heindorf},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {LitCQD: Multi-hop Reasoning in Incomplete Knowledge Graphs with Numeric
Literals},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {617--633},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_37},
doi = {10.1007/978-3-031-43418-1\_37},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DemirWLNH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DevosPMD23,
author = {Laurens Devos and
Lorenzo Perini and
Wannes Meert and
Jesse Davis},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Detecting Evasion Attacks in Deployed Tree Ensembles},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {120--136},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_8},
doi = {10.1007/978-3-031-43424-2\_8},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DevosPMD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DingLCH23,
author = {Yihao Ding and
Siwen Luo and
Hyunsuk Chung and
Soyeon Caren Han},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{PDF-VQA:} {A} New Dataset for Real-World {VQA} on {PDF} Documents},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {585--601},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_35},
doi = {10.1007/978-3-031-43427-3\_35},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DingLCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DingWLMT23,
author = {Zifeng Ding and
Jingpei Wu and
Zongyue Li and
Yunpu Ma and
Volker Tresp},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs
Using Confidence-Augmented Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {550--566},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_33},
doi = {10.1007/978-3-031-43418-1\_33},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DingWLMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DulnyHK23,
author = {Andrzej Dulny and
Andreas Hotho and
Anna Krause},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {DynaBench: {A} Benchmark Dataset for Learning Dynamical Systems from
Low-Resolution Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {438--455},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_26},
doi = {10.1007/978-3-031-43412-9\_26},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DulnyHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DussapBC23,
author = {Bastien Dussap and
Gilles Blanchard and
Badr{-}Eddine Ch{\'{e}}rief{-}Abdellatif},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Label Shift Quantification with Robustness Guarantees via Distribution
Feature Matching},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {69--85},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_5},
doi = {10.1007/978-3-031-43424-2\_5},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DussapBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FanTS23,
author = {Chen Fan and
Christos Thrampoulidis and
Mark Schmidt},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Fast Convergence of Random Reshuffling Under Over-Parameterization
and the Polyak-{\L}ojasiewicz Condition},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {301--315},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_18},
doi = {10.1007/978-3-031-43421-1\_18},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FanTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FanYCWZWDZZ23,
author = {Yujie Fan and
Chin{-}Chia Michael Yeh and
Huiyuan Chen and
Liang Wang and
Zhongfang Zhuang and
Junpeng Wang and
Xin Dai and
Yan Zheng and
Wei Zhang},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Spatial-Temporal Graph Sandwich Transformer for Traffic Flow Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {210--225},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_13},
doi = {10.1007/978-3-031-43430-3\_13},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FanYCWZWDZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FaruqueNCSZW23,
author = {Omar Faruque and
Francis Ndikum Nji and
Mostafa Cham and
Rohan Mandar Salvi and
Xue Zheng and
Jianwu Wang},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Deep Spatiotemporal Clustering: {A} Temporal Clustering Approach for
Multi-dimensional Climate Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {90--105},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_6},
doi = {10.1007/978-3-031-43430-3\_6},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FaruqueNCSZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FradiS23,
author = {Anis Fradi and
Chafik Samir},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {A New Framework for Classifying Probability Density Functions},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {507--522},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_30},
doi = {10.1007/978-3-031-43412-9\_30},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/FradiS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FranksDKF23,
author = {Billy Joe Franks and
Benjamin Dinkelmann and
Marius Kloft and
Sophie Fellenz},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Ordinal Regression for Difficulty Prediction of StepMania Levels},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {497--512},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_30},
doi = {10.1007/978-3-031-43427-3\_30},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FranksDKF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FriedeRSN23,
author = {David Friede and
Christian Reimers and
Heiner Stuckenschmidt and
Mathias Niepert},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Disentangled Discrete Representations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {593--609},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_35},
doi = {10.1007/978-3-031-43421-1\_35},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/FriedeRSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GaciBCB23,
author = {Yacine Gaci and
Boualem Benatallah and
Fabio Casati and
Khalid Benabdeslem},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Targeting the Source: Selective Data Curation for Debiasing {NLP}
Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {276--294},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_17},
doi = {10.1007/978-3-031-43415-0\_17},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GaciBCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GailRF23,
author = {Felix Clemens Gail and
Roland Rieke and
Florian Fenzl},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {RulEth: Genetic Programming-Driven Derivation of Security Rules for
Automotive Ethernet},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {192--209},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_12},
doi = {10.1007/978-3-031-43430-3\_12},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GailRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GainskiKTS23,
author = {Piotr Gainski and
Michal Koziarski and
Jacek Tabor and
Marek Smieja},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {ChiENN: Embracing Molecular Chirality with Graph Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {36--52},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_3},
doi = {10.1007/978-3-031-43418-1\_3},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GainskiKTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GaoTXL23,
author = {Zhangyang Gao and
Cheng Tan and
Jun Xia and
Stan Z. Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Co-supervised Pre-training of Pocket and Ligand},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {405--421},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_24},
doi = {10.1007/978-3-031-43412-9\_24},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GaoTXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GastingerSSSS23,
author = {Julia Gastinger and
Timo Sztyler and
Lokesh Sharma and
Anett Schuelke and
Heiner Stuckenschmidt},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Comparing Apples and Oranges? On the Evaluation of Methods for Temporal
Knowledge Graph Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {533--549},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_32},
doi = {10.1007/978-3-031-43418-1\_32},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GastingerSSSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GhoshM23,
author = {Shreya Ghosh and
Prasenjit Mitra},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {How Early Can We Detect? Detecting Misinformation on Social Media
Using User Profiling and Network Characteristics},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {174--189},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_11},
doi = {10.1007/978-3-031-43427-3\_11},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GhoshM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GilhuberBRFS23,
author = {Sandra Gilhuber and
Julian Busch and
Daniel Rotthues and
Christian M. M. Frey and
Thomas Seidl},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {DiffusAL: Coupling Active Learning with Graph Diffusion for Label-Efficient
Node Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {75--91},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_5},
doi = {10.1007/978-3-031-43412-9\_5},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GilhuberBRFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GilhuberHFS23,
author = {Sandra Gilhuber and
Rasmus Hvingelby and
Mang Ling Ada Fok and
Thomas Seidl},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {How to Overcome Confirmation Bias in Semi-Supervised Image Classification
by Active Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {330--347},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_20},
doi = {10.1007/978-3-031-43415-0\_20},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GilhuberHFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GoelVG23,
author = {Mayank Goel and
Venktesh Viswanathan and
Vikram Goyal},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {MWPRanker: An Expression Similarity Based Math Word Problem Retriever},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {372--377},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_33},
doi = {10.1007/978-3-031-43430-3\_33},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GoelVG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GorantlaGDL23,
author = {Sruthi Gorantla and
Kishen N. Gowda and
Amit Deshpande and
Anand Louis},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Socially Fair Center-Based and Linear Subspace Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {727--742},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_43},
doi = {10.1007/978-3-031-43412-9\_43},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GorantlaGDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuWS23,
author = {Shuyun Gu and
Xiao Wang and
Chuan Shi},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Duplicate Multi-modal Entities Detection with Graph Contrastive Self-training
Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {651--665},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_38},
doi = {10.1007/978-3-031-43415-0\_38},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuyomardFGBT23,
author = {Victor Guyomard and
Fran{\c{c}}oise Fessant and
Thomas Guyet and
Tassadit Bouadi and
Alexandre Termier},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Generating Robust Counterfactual Explanations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {394--409},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_24},
doi = {10.1007/978-3-031-43418-1\_24},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuyomardFGBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuyomardFGBT23a,
author = {Victor Guyomard and
Fran{\c{c}}oise Fessant and
Thomas Guyet and
Tassadit Bouadi and
Alexandre Termier},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Interactive Visualization of Counterfactual Explanations for Tabular
Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {330--334},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_25},
doi = {10.1007/978-3-031-43430-3\_25},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuyomardFGBT23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaasH23,
author = {Stefan Haas and
Eyke H{\"{u}}llermeier},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Rectifying Bias in Ordinal Observational Data Using Unimodal Label
Smoothing},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {3--18},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_1},
doi = {10.1007/978-3-031-43427-3\_1},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HaasH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HasanALCCWM23,
author = {Cengis Hasan and
Alexandros Agapitos and
David Lynch and
Alberto Castagna and
Giorgio Cruciata and
Hao Wang and
Aleksandar Milenovic},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Continual Model-Based Reinforcement Learning for Data Efficient Wireless
Network Optimisation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {295--311},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_18},
doi = {10.1007/978-3-031-43427-3\_18},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HasanALCCWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaugsdalMR23,
author = {Espen Haugsdal and
Sara Malacarne and
Massimiliano Ruocco},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Circle Attention: Forecasting Network Traffic by Learning Interpretable
Spatial Relationships from Intersecting Circles},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {106--121},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_7},
doi = {10.1007/978-3-031-43430-3\_7},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HaugsdalMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HavardstunFHPT23,
author = {Brigt Arve Toppe H{\aa}vardstun and
C{\`{e}}sar Ferri and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Pekka Parviainen and
Jan Arne Telle},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{XAI} with Machine Teaching When Humans Are (Not) Informed About the
Irrelevant Features},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {378--393},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_23},
doi = {10.1007/978-3-031-43418-1\_23},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HavardstunFHPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HazraR23,
author = {Rishi Hazra and
Luc De Raedt},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Deep Explainable Relational Reinforcement Learning: {A} Neuro-Symbolic
Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {213--229},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_13},
doi = {10.1007/978-3-031-43421-1\_13},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HazraR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HeWAW23,
author = {Ming He and
Jiwen Wang and
Boyang An and
Hao Wen},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Prototype-Guided Counterfactual Explanations via Variational Auto-encoder
for Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {652--668},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_39},
doi = {10.1007/978-3-031-43427-3\_39},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HeWAW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HeZFM23,
author = {Qiang He and
Tianyi Zhou and
Meng Fang and
Setareh Maghsudi},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Eigensubspace of Temporal-Difference Dynamics and How It Improves
Value Approximation in Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {573--589},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_34},
doi = {10.1007/978-3-031-43421-1\_34},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HeZFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HederichGHM23,
author = {Jakob Hederich and
Shreya Ghosh and
Zeyu He and
Prasenjit Mitra},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Lumos in the Night Sky: AI-Enabled Visual Tool for Exploring Night-Time
Light Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {340--344},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_27},
doi = {10.1007/978-3-031-43430-3\_27},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HederichGHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HippertFerrerBMVB23,
author = {Alexandre Hippert{-}Ferrer and
Florent Bouchard and
Ammar Mian and
Titouan Vayer and
Arnaud Breloy},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Graphical Factor Models with Riemannian Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {349--366},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_21},
doi = {10.1007/978-3-031-43421-1\_21},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HippertFerrerBMVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HojjatiSA23,
author = {Hadi Hojjati and
Mohammadreza Sadeghi and
Narges Armanfard},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Multivariate Time-Series Anomaly Detection with Temporal Self-supervision
and Graphs: Application to Vehicle Failure Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {242--259},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_15},
doi = {10.1007/978-3-031-43430-3\_15},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HojjatiSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HoncharovSLS23,
author = {Danylo Honcharov and
Ahmet Erdem Sariy{\"{u}}ce and
Ricky Laishram and
Sucheta Soundarajan},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Skeletal Cores and Graph Resilience},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {293--308},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_18},
doi = {10.1007/978-3-031-43418-1\_18},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HoncharovSLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HongHBC23,
author = {Chi Hong and
Jiyue Huang and
Robert Birke and
Lydia Y. Chen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Exploring and Exploiting Data-Free Model Stealing},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {20--35},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_2},
doi = {10.1007/978-3-031-43424-2\_2},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HongHBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HorzykBS23,
author = {Adrian Horzyk and
Daniel Bulanda and
Janusz A. Starzyk},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Construction and Training of Multi-Associative Graph Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {277--292},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_17},
doi = {10.1007/978-3-031-43418-1\_17},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HorzykBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HossainSS23,
author = {Jakir Hossain and
Sucheta Soundarajan and
Ahmet Erdem Sariy{\"{u}}ce},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Quantifying Node-Based Core Resilience},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {259--276},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_16},
doi = {10.1007/978-3-031-43418-1\_16},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HossainSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuMZFWZ23,
author = {Jun Hu and
Xu Min and
Xiaolu Zhang and
Chilin Fu and
Weichang Wu and
Jun Zhou},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{BCAD:} An Interpretable Anomaly Transaction Detection System Based
on Behavior Consistency},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {259--274},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_16},
doi = {10.1007/978-3-031-43427-3\_16},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuMZFWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuRC23,
author = {Fran{\c{c}}ois Hu and
Philipp Ratz and
Arthur Charpentier},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Fairness in Multi-Task Learning via Wasserstein Barycenters},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {295--312},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_18},
doi = {10.1007/978-3-031-43415-0\_18},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuWL23,
author = {Jia Hu and
Chu Wang and
Xianghong Lin},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Spatio-Temporal Pyramid Networks for Traffic Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {339--354},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_20},
doi = {10.1007/978-3-031-43412-9\_20},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangLCFSMYPP23,
author = {Tianjin Huang and
Shiwei Liu and
Tianlong Chen and
Meng Fang and
Li Shen and
Vlado Menkovski and
Lu Yin and
Yulong Pei and
Mykola Pechenizkiy},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Enhancing Adversarial Training via Reweighting Optimization Trajectory},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {113--130},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_7},
doi = {10.1007/978-3-031-43412-9\_7},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangLCFSMYPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangTDFWXP23,
author = {Weipeng Fuzzy Huang and
Junjie Tao and
Changbo Deng and
Ming Fan and
Wenqiang Wan and
Qi Xiong and
Guangyuan Piao},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {R{\'{e}}nyi Divergence Deep Mutual Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {156--172},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_10},
doi = {10.1007/978-3-031-43415-0\_10},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangTDFWXP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangYXXH23,
author = {Bosong Huang and
Weihao Yu and
Ruzhong Xie and
Jing Xiao and
Jin Huang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Two-Stage Denoising Diffusion Model for Source Localization in Graph
Inverse Problems},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {325--340},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_20},
doi = {10.1007/978-3-031-43418-1\_20},
timestamp = {Sat, 02 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HuangYXXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuegleHS23,
author = {Johannes Huegle and
Christopher Hagedorn and
Rainer Schlosser},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {A KNN-Based Non-Parametric Conditional Independence Test for Mixed
Data and Application in Causal Discovery},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {541--558},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_32},
doi = {10.1007/978-3-031-43412-9\_32},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuegleHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ImMXZ23,
author = {Sungjin Im and
Benjamin Moseley and
Chenyang Xu and
Ruilong Zhang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Online State Exploration: Competitive Worst Case and Learning-Augmented
Algorithms},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {333--348},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_20},
doi = {10.1007/978-3-031-43421-1\_20},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ImMXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JainAS23,
author = {Arihant Jain and
Gundeep Arora and
Anoop Saladi},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Boosting the Performance of Deployable Timestamped Directed GNNs via
Time-Relaxed Sampling},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {190--206},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_12},
doi = {10.1007/978-3-031-43427-3\_12},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JainAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JainSM23,
author = {Monika Jain and
Kuldeep Singh and
Raghava Mutharaju},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {ReOnto: {A} Neuro-Symbolic Approach for Biomedical Relation Extraction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {230--247},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_14},
doi = {10.1007/978-3-031-43421-1\_14},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JainSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JainVSGS23,
author = {Raghav Jain and
Apoorv Verma and
Apoorva Singh and
Vivek Kumar Gangwar and
Sriparna Saha},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Aspect-Based Complaint and Cause Detection: {A} Multimodal Generative
Framework with External Knowledge Infusion},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {88--104},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_6},
doi = {10.1007/978-3-031-43427-3\_6},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JainVSGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangQCGX23,
author = {Chuanyu Jiang and
Yiming Qian and
Lijun Chen and
Yang Gu and
Xia Xie},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Unsupervised Deep Cross-Language Entity Alignment},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {3--19},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_1},
doi = {10.1007/978-3-031-43421-1\_1},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangQCGX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangW23,
author = {Zhaohui Jiang and
Paul Weng},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Unsupervised Salient Patch Selection for Data-Efficient Reinforcement
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {556--572},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_33},
doi = {10.1007/978-3-031-43421-1\_33},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangX23,
author = {Nan Jiang and
Yexiang Xue},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Symbolic Regression via Control Variable Genetic Programming},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {178--195},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_11},
doi = {10.1007/978-3-031-43421-1\_11},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangZFZK23,
author = {Shuyang Jiang and
Jun Zhang and
Jiangtao Feng and
Lin Zheng and
Lingpeng Kong},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Attentive Multi-Layer Perceptron for Non-autoregressive Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {612--629},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_36},
doi = {10.1007/978-3-031-43415-0\_36},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangZFZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Kanamori23,
author = {Kentaro Kanamori},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Locally Interpretable Rule Ensemble},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {360--377},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_22},
doi = {10.1007/978-3-031-43418-1\_22},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Kanamori23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KarkarGR23,
author = {Skander Karkar and
Patrick Gallinari and
Alain Rakotomamonjy},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Adversarial Sample Detection Through Neural Network Transport Dynamics},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {164--181},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_10},
doi = {10.1007/978-3-031-43412-9\_10},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KarkarGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhirwarGJM23,
author = {Madhav Khirwar and
Karthik S. Gurumoorthy and
Ankit Ajit Jain and
Shantala Manchenahally},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Cooperative Multi-agent Reinforcement Learning for Inventory Management},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {619--634},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_37},
doi = {10.1007/978-3-031-43427-3\_37},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KhirwarGJM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhoshvishkaieMMK23,
author = {Ali Khoshvishkaie and
Petrus Mikkola and
Pierre{-}Alexandre Murena and
Samuel Kaski},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Cooperative Bayesian Optimization for Imperfect Agents},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {475--490},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_28},
doi = {10.1007/978-3-031-43412-9\_28},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KhoshvishkaieMMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KleinLB23,
author = {Mauritius Klein and
Collin Leiber and
Christian B{\"{o}}hm},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {k-SubMix: Common Subspace Clustering on Mixed-Type Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {662--677},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_39},
doi = {10.1007/978-3-031-43412-9\_39},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KleinLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KorczPPST23,
author = {Marcin Korcz and
Dawid Plaskowski and
Mateusz Politycki and
Jerzy Stefanowski and
Alex Terentowicz},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{PIQARD} System for Experimenting and Testing Language Models with
Prompting Strategies},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {320--323},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_23},
doi = {10.1007/978-3-031-43430-3\_23},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KorczPPST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KouagouHDN23,
author = {N'Dah Jean Kouagou and
Stefan Heindorf and
Caglar Demir and
Axel{-}Cyrille Ngonga Ngomo},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Neural Class Expression Synthesis in \emph{ALCHIQ(D)}},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {196--212},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_12},
doi = {10.1007/978-3-031-43421-1\_12},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KouagouHDN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuangZL23,
author = {Wenlan Kuang and
Qiangxi Zhu and
Zhixin Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Multi-label Image Classification with Multi-scale Global-Local Semantic
Graph Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {53--69},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_4},
doi = {10.1007/978-3-031-43418-1\_4},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KuangZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KumarNL23,
author = {Neeraj Kumar and
Ankur Narang and
Brejesh Lall},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{KL} Regularized Normalization Framework for Low Resource Tasks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {71--89},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_5},
doi = {10.1007/978-3-031-43421-1\_5},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KumarNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LaakomRIG23,
author = {Firas Laakom and
Jenni Raitoharju and
Alexandros Iosifidis and
Moncef Gabbouj},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Distinct Features Helps, Provably},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {206--222},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_13},
doi = {10.1007/978-3-031-43415-0\_13},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LaakomRIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LaiJLZZ23,
author = {Weijiang Lai and
Beihong Jin and
Beibei Li and
Yiyuan Zheng and
Rui Zhao},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {A Vlogger-augmented Graph Neural Network Model for Micro-video Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {684--699},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_41},
doi = {10.1007/978-3-031-43427-3\_41},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LaiJLZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeelarK23,
author = {Bhawani Shankar Leelar and
Meelis Kull},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Generality-Training of a Classifier for Improved Calibration in Unseen
Contexts},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {374--391},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_23},
doi = {10.1007/978-3-031-43424-2\_23},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LeelarK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeiZWXZ23,
author = {Qin Lei and
Jiang Zhong and
Chen Wang and
Yang Xia and
Yangmei Zhou},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Dynamic Thresholding for Accurate Crack Segmentation Using Multi-objective
Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {389--404},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_23},
doi = {10.1007/978-3-031-43412-9\_23},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LeiZWXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiDF23,
author = {Weichen Li and
Rati Devidze and
Sophie Fellenz},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning to Play Text-Based Adventure Games with Maximum Entropy Reinforcement
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {39--54},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_3},
doi = {10.1007/978-3-031-43421-1\_3},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiDF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiGZWC23,
author = {Boyu Li and
Ting Guo and
Xingquan Zhu and
Yang Wang and
Fang Chen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {ConGCN: Factorized Graph Convolutional Networks for Consensus Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {369--386},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_22},
doi = {10.1007/978-3-031-43421-1\_22},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiGZWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiLZCHGF23,
author = {Jin Li and
Bingshi Li and
Qirong Zhang and
Xinlong Chen and
Xinyang Huang and
Longkun Guo and
Yang{-}Geng Fu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Graph Contrastive Representation Learning with Input-Aware and Cluster-Aware
Regularization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {666--682},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_39},
doi = {10.1007/978-3-031-43415-0\_39},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiLZCHGF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiLZWLX23,
author = {Jiaming Li and
Lang Lang and
Zhenlong Zhu and
Haozhao Wang and
Ruixuan Li and
Wenchao Xu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Decompose, Then Reconstruct: {A} Framework of Network Structures for
Click-Through Rate Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {422--437},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_25},
doi = {10.1007/978-3-031-43412-9\_25},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiLZWLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiM23,
author = {Zhaochen Li and
Kedian Mu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Meta-HRNet: {A} High Resolution Network for Coarse-to-Fine Few-Shot
Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {471--487},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_28},
doi = {10.1007/978-3-031-43415-0\_28},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiS23,
author = {Zhuoqun Li and
Mingxuan Sun},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Sparse Transformer Hawkes Process for Long Event Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {172--188},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_11},
doi = {10.1007/978-3-031-43424-2\_11},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiSWHCY23,
author = {Shuxian Li and
Liyan Song and
Xiaoyu Wu and
Zheng Hu and
Yiu{-}ming Cheung and
Xin Yao},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {ARConvL: Adaptive Region-Based Convolutional Learning for Multi-class
Imbalance Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {103--120},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_7},
doi = {10.1007/978-3-031-43415-0\_7},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiSWHCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiXKWSCCY23,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Shuaiqiang Wang and
Zeyi Sun and
Hongyang Chen and
Guihai Chen and
Dawei Yin},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {LtrGCN: Large-Scale Graph Convolutional Networks-Based Learning to
Rank for Web Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {635--651},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_38},
doi = {10.1007/978-3-031-43427-3\_38},
timestamp = {Tue, 27 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiXKWSCCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiXWC23,
author = {Jindong Li and
Qianli Xing and
Qi Wang and
Yi Chang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{CVTGAD:} Simplified Transformer with Cross-View Attention for Unsupervised
Graph-Level Anomaly Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {185--200},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_11},
doi = {10.1007/978-3-031-43412-9\_11},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiXWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiY23,
author = {Chen Li and
Yoshihiro Yamanishi},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {SpotGAN: {A} Reverse-Transformer {GAN} Generates Scaffold-Constrained
Molecules with Property Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {323--338},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_19},
doi = {10.1007/978-3-031-43412-9\_19},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiangBJ23,
author = {Yuting Liang and
Wen Bai and
Yuncheng Jiang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {A Unified Spectral Rotation Framework Using a Fused Similarity Graph},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {209--225},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_13},
doi = {10.1007/978-3-031-43418-1\_13},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiangBJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiangWHHCL23,
author = {Cheng Liang and
Di Wu and
Yi He and
Teng Huang and
Zhong Chen and
Xin Luo},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{MMA:} Multi-Metric-Autoencoder for Analyzing High-Dimensional and
Incomplete Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {3--19},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_1},
doi = {10.1007/978-3-031-43424-2\_1},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiangWHHCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LinYZSCPT23,
author = {Fudong Lin and
Xu Yuan and
Yihe Zhang and
Purushottam Sigdel and
Li Chen and
Lu Peng and
Nian{-}Feng Tzeng},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Comprehensive Transformer-Based Model Architecture for Real-World
Storm Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {54--71},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_4},
doi = {10.1007/978-3-031-43430-3\_4},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LinYZSCPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LinZLBTK23,
author = {Xiaofeng Lin and
Guoxi Zhang and
Xiaotian Lu and
Han Bao and
Koh Takeuchi and
Hisashi Kashima},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Estimating Treatment Effects Under Heterogeneous Interference},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {576--592},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_34},
doi = {10.1007/978-3-031-43412-9\_34},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LinZLBTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuLJZY23,
author = {Xin Liu and
Yilin Lyu and
Liping Jing and
Tieyong Zeng and
Jian Yu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Not All Tasks Are Equal: {A} Parameter-Efficient Task Reweighting
Method for Few-Shot Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {421--437},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_25},
doi = {10.1007/978-3-031-43415-0\_25},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuLJZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuLLWL23,
author = {Jiawei Liu and
Xiaohu Li and
Guorui Liao and
Shu Wang and
Li Liu},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{MCTN:} {A} Multi-Channel Temporal Network for Wearable Fall Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {394--409},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_24},
doi = {10.1007/978-3-031-43427-3\_24},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuLLWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuLZ23,
author = {Fei Liu and
Yibo Li and
Meiyun Zuo},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{KESHEM:} Knowledge Enabled Short Health Misinformation Detection
Framework},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {372--388},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_22},
doi = {10.1007/978-3-031-43412-9\_22},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuLZW23,
author = {Zhanyu Liu and
Chumeng Liang and
Guanjie Zheng and
Hua Wei},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{FDTI:} Fine-Grained Deep Traffic Inference with Roadnet-Enriched
Graph},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {174--191},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_11},
doi = {10.1007/978-3-031-43430-3\_11},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuLZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuWZLSJZY23,
author = {Xin Liu and
Shijing Wang and
Kairui Zhou and
Yilin Lyu and
Mingyang Song and
Liping Jing and
Tieyong Zeng and
Jian Yu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {vMF Loss: Exploring a Scattered Intra-class Hypersphere for Few-Shot
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {454--470},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_27},
doi = {10.1007/978-3-031-43415-0\_27},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuWZLSJZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuXLWZZLXL23,
author = {Chong Liu and
Ruobing Xie and
Xiaoyang Liu and
Pinzheng Wang and
Rongqin Zheng and
Lixin Zhang and
Juntao Li and
Feng Xia and
Leyu Lin},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Future Augmentation with Self-distillation in Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {602--618},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_36},
doi = {10.1007/978-3-031-43427-3\_36},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuXLWZZLXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuZQSJ23,
author = {Yuxi Liu and
Zhenhao Zhang and
Shaowen Qin and
Flora D. Salim and
Antonio Jimeno{-}Yepes},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Contrastive Learning-Based Imputation-Prediction Networks for In-hospital
Mortality Risk Modeling Using EHRs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {428--443},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_26},
doi = {10.1007/978-3-031-43427-3\_26},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuZQSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuZZWLZL23,
author = {Tianyun Liu and
Xinghua Zhang and
Zhenyu Zhang and
Yubin Wang and
Quangang Li and
Shuai Zhang and
Tingwen Liu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Enhancing Table Retrieval with Dual Graph Representations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {107--123},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_7},
doi = {10.1007/978-3-031-43421-1\_7},
timestamp = {Fri, 22 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuZZWLZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LongCDW23,
author = {Meixiu Long and
Siyuan Chen and
Xin Du and
Jiahai Wang},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {DegUIL: Degree-Aware Graph Neural Networks for Long-Tailed User Identity
Linkage},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {122--138},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_8},
doi = {10.1007/978-3-031-43427-3\_8},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LongCDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaitraKRPSPA23,
author = {Pratik Maitra and
Masahiro Kiji and
Talal Riaz and
Philip M. Polgreen and
Alberto M. Segre and
Sriram V. Pemmaraju and
Bijaya Adhikari},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Cad2graph: Automated Extraction of Spatial Graphs from Architectural
Drawings},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {315--319},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_22},
doi = {10.1007/978-3-031-43430-3\_22},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaitraKRPSPA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaityBPKSP23,
author = {Krishanu Maity and
Shaubhik Bhattacharya and
Salisa Phosit and
Sawarod Kongsamlit and
Sriparna Saha and
Kitsuchart Pasupa},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Ex-ThaiHate: {A} Generative Multi-task Framework for Sentiment and
Emotion Aware Hate Speech Detection with Explanation in Thai},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {139--156},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_9},
doi = {10.1007/978-3-031-43427-3\_9},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MaityBPKSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MarchelloCB23,
author = {Giulia Marchello and
Marco Corneli and
Charles Bouveyron},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {A Deep Dynamic Latent Block Model for the Co-Clustering of Zero-Inflated
Data Matrices},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {695--710},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_41},
doi = {10.1007/978-3-031-43412-9\_41},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MarchelloCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaretteMN23,
author = {Thibault Marette and
Pauli Miettinen and
Stefan Neumann},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Visualizing Overlapping Biclusterings and Boolean Matrix Factorizations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {743--758},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_44},
doi = {10.1007/978-3-031-43412-9\_44},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaretteMN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MartensPD23,
author = {Timo Martens and
Lorenzo Perini and
Jesse Davis},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Semi-supervised Learning from Active Noisy Soft Labels for Anomaly
Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {219--236},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_13},
doi = {10.1007/978-3-031-43412-9\_13},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MartensPD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MavromatisIWZAMZFK23,
author = {Costas Mavromatis and
Vassilis N. Ioannidis and
Shen Wang and
Da Zheng and
Soji Adeshina and
Jun Ma and
Han Zhao and
Christos Faloutsos and
George Karypis},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Train Your Own {GNN} Teacher: Graph-Aware Distillation on Textual
Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {157--173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_10},
doi = {10.1007/978-3-031-43418-1\_10},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MavromatisIWZAMZFK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MehtaMK23,
author = {Kinal Mehta and
Anuj Mahajan and
Pawan Kumar},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {marl-jax: Multi-agent Reinforcement Leaning Framework for Social Generalization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {300--304},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_19},
doi = {10.1007/978-3-031-43430-3\_19},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MehtaMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MengXZZLXX23,
author = {Linghui Meng and
Xuantang Xiong and
Yifan Zang and
Xi Zhang and
Guoqi Li and
Dengpeng Xing and
Bo Xu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Filtered Observations for Model-Based Multi-agent Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {540--555},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_32},
doi = {10.1007/978-3-031-43421-1\_32},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MengXZZLXX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MishraS23,
author = {Harshit Mishra and
Sucheta Soundarajan},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {BalancedQR: {A} Framework for Balanced Query Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {420--435},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_25},
doi = {10.1007/978-3-031-43421-1\_25},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MishraS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MoreKCMK23,
author = {Sushant More and
Priya Kotwal and
Sujith Chappidi and
Dinesh Mandalapu and
Chris Khawand},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Double Machine Learning at Scale to Predict Causal Impact of Customer
Actions},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {513--528},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_31},
doi = {10.1007/978-3-031-43427-3\_31},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MoreKCMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MountantonakisT23,
author = {Michalis Mountantonakis and
Yannis Tzitzikas},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Using Multiple {RDF} Knowledge Graphs for Enriching ChatGPT Responses},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {324--329},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_24},
doi = {10.1007/978-3-031-43430-3\_24},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MountantonakisT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MullerTBJBW23,
author = {Sebastian M{\"{u}}ller and
Vanessa Toborek and
Katharina Beckh and
Matthias Jakobs and
Christian Bauckhage and
Pascal Welke},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {An Empirical Evaluation of the Rashomon Effect in Explainable Machine
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {462--478},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_28},
doi = {10.1007/978-3-031-43418-1\_28},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MullerTBJBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MunirSAQRQ23,
author = {Muhammad Tahir Munir and
Muhammad Mustansar Saeed and
Mahad Ali and
Zafar Ayyub Qazi and
Agha Ali Raza and
Ihsan Ayyub Qazi},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Fast and Slow: Towards Inclusive Federated Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {384--401},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_23},
doi = {10.1007/978-3-031-43415-0\_23},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MunirSAQRQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MusayevaB23,
author = {Khadija Musayeva and
Micka{\"{e}}l Binois},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Improved Multi-label Propagation for Small Data with Multi-objective
Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {284--300},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_17},
doi = {10.1007/978-3-031-43421-1\_17},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MusayevaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MuschalikFHH23,
author = {Maximilian Muschalik and
Fabian Fumagalli and
Barbara Hammer and
Eyke H{\"{u}}llermeier},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {iSAGE: An Incremental Version of {SAGE} for Online Explanation on
Data Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {428--445},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_26},
doi = {10.1007/978-3-031-43418-1\_26},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MuschalikFHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NamTKLL23,
author = {Youngeun Nam and
Patara Trirat and
Taeyoon Kim and
Youngseop Lee and
Jae{-}Gil Lee},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Context-Aware Deep Time-Series Decomposition for Anomaly Detection
in Businesses},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {330--345},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_20},
doi = {10.1007/978-3-031-43427-3\_20},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NamTKLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenCNCV23,
author = {Minh Nguyen and
Kishan K. C. and
Toan Nguyen and
Ankit Chadha and
Thuy Vu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Efficient Fine-Tuning Large Language Models for Knowledge-Aware Response
Planning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {593--611},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_35},
doi = {10.1007/978-3-031-43415-0\_35},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenCNCV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NishikinoK23,
author = {Keizaburo Nishikino and
Kenichi Kobayashi},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Adversarial Imitation Learning with Controllable Rewards for Text
Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {131--146},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_8},
doi = {10.1007/978-3-031-43412-9\_8},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NishikinoK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NiuPC23,
author = {Chaoxi Niu and
Guansong Pang and
Ling Chen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Graph-Level Anomaly Detection via Hierarchical Memory Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {201--218},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_12},
doi = {10.1007/978-3-031-43412-9\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NiuPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NoelsMFVMVB23,
author = {Sander Noels and
Adriaan Merlevede and
Andrew Fecheyr and
Maarten Vanhalst and
Nick Meerlaen and
S{\'{e}}bastien Viaene and
Tijl De Bie},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Automated Financial Analysis Using {GPT-4}},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {345--349},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_28},
doi = {10.1007/978-3-031-43430-3\_28},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NoelsMFVMVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NoletGFDERZRO23,
author = {Corey J. Nolet and
Divye Gala and
Alexandre Fender and
Mahesh Doijade and
Joe Eaton and
Edward Raff and
John Zedlewski and
Brad Rees and
Tim Oates},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {cuSLINK: Single-Linkage Agglomerative Clustering on the {GPU}},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {711--726},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_42},
doi = {10.1007/978-3-031-43412-9\_42},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NoletGFDERZRO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ObrenovicLIG23,
author = {Mihailo Obrenovic and
Thomas Andrew Lampert and
Milos R. Ivanovic and
Pierre Gan{\c{c}}arski},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Constrained-HIDA: Heterogeneous Image Domain Adaptation Guided by
Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {443--458},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_27},
doi = {10.1007/978-3-031-43424-2\_27},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ObrenovicLIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OuyangZTXZ23,
author = {Kai Ouyang and
Wenhao Zheng and
Chen Tang and
Xuanji Xiao and
Hai{-}Tao Zheng},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Click-Aware Structure Transfer with Sample Weight Assignment for Post-Click
Conversion Rate Estimation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {426--442},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_26},
doi = {10.1007/978-3-031-43424-2\_26},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/OuyangZTXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PainblancCCFPT23,
author = {Fran{\c{c}}ois Painblanc and
Laetitia Chapel and
Nicolas Courty and
Chlo{\'{e}} Friguet and
Charlotte Pelletier and
Romain Tavenard},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Match-And-Deform: Time Series Domain Adaptation Through Optimal Transport
and Temporal Alignment},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {341--356},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_21},
doi = {10.1007/978-3-031-43424-2\_21},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PainblancCCFPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PaladiniLCPTZ23,
author = {Tommaso Paladini and
Martino {Bernasconi de Luca} and
Michele Carminati and
Mario Polino and
Francesco Trov{\`{o}} and
Stefano Zanero},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Advancing Fraud Detection Systems Through Online Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {275--292},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_17},
doi = {10.1007/978-3-031-43427-3\_17},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PaladiniLCPTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PandeyAA23,
author = {Chetraj Pandey and
Rafal A. Angryk and
Berkay Aydin},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Explaining Full-Disk Deep Learning Model for Solar Flare Prediction
Using Attribution Methods},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {72--89},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_5},
doi = {10.1007/978-3-031-43430-3\_5},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PandeyAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PapadopoulosSM23,
author = {Georgios Papadopoulos and
Fran Silavong and
Sean J. Moran},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {A Baseline Generative Probabilistic Model for Weakly Supervised Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {36--50},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_3},
doi = {10.1007/978-3-031-43427-3\_3},
timestamp = {Mon, 27 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PapadopoulosSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ParkKHCC23,
author = {Chung Park and
Taesan Kim and
Junui Hong and
Minsung Choi and
Jaegul Choo},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Pre-training Contextual Location Embeddings in Personal Trajectories
via Efficient Hierarchical Location Representations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {125--140},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_8},
doi = {10.1007/978-3-031-43430-3\_8},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ParkKHCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ParkLCSKCC23,
author = {Junwoo Park and
Jungsoo Lee and
Youngin Cho and
Woncheol Shin and
Dongmin Kim and
Jaegul Choo and
Edward Choi},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Deep Imbalanced Time-Series Forecasting via Local Discrepancy Density},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {139--155},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_9},
doi = {10.1007/978-3-031-43424-2\_9},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ParkLCSKCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PoduvalOVASA23,
author = {Pranav Poduval and
Gaurav Oberoi and
Sangam Verma and
Ayush Agarwal and
Karamjit Singh and
Siddhartha Asthana},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {BipNRL: Mutual Information Maximization on Bipartite Graphs for Node
Representation Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {728--743},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_43},
doi = {10.1007/978-3-031-43421-1\_43},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PoduvalOVASA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PotinFLL23,
author = {Lucas Potin and
Rosa Figueiredo and
Vincent Labatut and
Christine Largeron},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Pattern Mining for Anomaly Detection in Graphs: Application to Fraud
in Public Procurement},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {69--87},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_5},
doi = {10.1007/978-3-031-43427-3\_5},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PotinFLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PouxMedardVL23,
author = {Ga{\"{e}}l Poux{-}M{\'{e}}dard and
Julien Velcin and
Sabine Loudcher},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Powered Dirichlet Process - Controlling the "Rich-Get-Richer" Assumption
in Bayesian Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {611--626},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_36},
doi = {10.1007/978-3-031-43412-9\_36},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PouxMedardVL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PrabowoCXSS23,
author = {Arian Prabowo and
Kaixuan Chen and
Hao Xue and
Subbu Sethuvenkatraman and
Flora D. Salim},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Continually Learning Out-of-Distribution Spatiotemporal Data for Robust
Energy Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {3--19},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_1},
doi = {10.1007/978-3-031-43430-3\_1},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PrabowoCXSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PullarStreckerCBZDW23,
author = {Zac Pullar{-}Strecker and
Xinglong Chang and
Liam Brydon and
Ioannis Ziogas and
Katharina Dost and
J{\"{o}}rg Wicker},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Memento: Facilitating Effortless, Efficient, and Reliable {ML} Experiments},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {310--314},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_21},
doi = {10.1007/978-3-031-43430-3\_21},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PullarStreckerCBZDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QuatraGCC23,
author = {Moreno La Quatra and
Salvatore Greco and
Luca Cagliero and
Tania Cerquitelli},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Inclusively: An AI-Based Assistant for Inclusive Writing},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {361--365},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_31},
doi = {10.1007/978-3-031-43430-3\_31},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/QuatraGCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RahaCMGSGV23,
author = {Tathagata Raha and
Mukund Choudhary and
Abhinav Menon and
Harshit Gupta and
K. V. Aditya Srivatsa and
Manish Gupta and
Vasudeva Varma},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Neural Models for Factual Inconsistency Classification with Explanations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {410--427},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_25},
doi = {10.1007/978-3-031-43418-1\_25},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RahaCMGSGV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RakowskiL23,
author = {Alexander Rakowski and
Christoph Lippert},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{DCID:} Deep Canonical Information Decomposition},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {20--35},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_2},
doi = {10.1007/978-3-031-43415-0\_2},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RakowskiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RauchAHWBS23,
author = {Lukas Rauch and
Matthias A{\ss}enmacher and
Denis Huseljic and
Moritz Wirth and
Bernd Bischl and
Bernhard Sick},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {ActiveGLAE: {A} Benchmark for Deep Active Learning with Transformers},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {55--74},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_4},
doi = {10.1007/978-3-031-43412-9\_4},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RauchAHWBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RazmiLHX23,
author = {Fereshteh Razmi and
Jian Lou and
Yuan Hong and
Li Xiong},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Interpretation Attacks and Defenses on Predictive Models Using Electronic
Health Records},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {446--461},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_27},
doi = {10.1007/978-3-031-43418-1\_27},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RazmiLHX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ReichlinMYVK23,
author = {Alfredo Reichlin and
Giovanni Luca Marchetti and
Hang Yin and
Anastasiia Varava and
Danica Kragic},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Geometric Representations of Objects via Interaction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {629--644},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_37},
doi = {10.1007/978-3-031-43421-1\_37},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ReichlinMYVK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ReyMKJH23,
author = {Luis Armando P{\'{e}}rez Rey and
Giovanni Luca Marchetti and
Danica Kragic and
Dmitri Jarnikov and
Mike Holenderski},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Equivariant Representation Learning in the Presence of Stabilizers},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {693--708},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_41},
doi = {10.1007/978-3-031-43421-1\_41},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ReyMKJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RoordinkH23,
author = {Daan Roordink and
Sibylle Hess},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Scoring Rule Nets: Beyond Mean Target Prediction in Multivariate Regression},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {190--205},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_12},
doi = {10.1007/978-3-031-43415-0\_12},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RoordinkH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RoskamsHieterWW23,
author = {Breeshey Roskams{-}Hieter and
Jude Wells and
Sara Wade},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Leveraging Variational Autoencoders for Multiple Data Imputation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {491--506},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_29},
doi = {10.1007/978-3-031-43412-9\_29},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RoskamsHieterWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RudasJ23,
author = {Krzysztof Rudas and
Szymon Jaroszewicz},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Regularization for Uplift Regression},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {593--608},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_35},
doi = {10.1007/978-3-031-43412-9\_35},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RudasJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SaadallahJ23,
author = {Amal Saadallah and
Matthias Jakobs},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Online Deep Hybrid Ensemble Learning for Time Series Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {156--171},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_10},
doi = {10.1007/978-3-031-43424-2\_10},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SaadallahJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SabbioniCR23,
author = {Luca Sabbioni and
Francesco Corda and
Marcello Restelli},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Stepsize Learning for Policy Gradient Methods in Contextual Markov
Decision Processes},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {506--523},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_30},
doi = {10.1007/978-3-031-43421-1\_30},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SabbioniCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SantosRDCMFSCSL23,
author = {Ricardo Santos and
Bruno Ribeiro and
Pedro Dias and
Isabel Curioso and
Pedro Madeira and
Federico Guede{-}Fern{\'{a}}ndez and
Jorge Santos and
Pedro Coelho and
In{\^{e}}s Sousa and
Ana Londral},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {A Risk Prediction Framework to Optimize Remote Patient Monitoring
Following Cardiothoracic Surgery},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {366--371},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_32},
doi = {10.1007/978-3-031-43430-3\_32},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SantosRDCMFSCSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SawickiS23,
author = {Aleksander Sawicki and
Khalid Saeed},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Gait-Based Biometrics System},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {350--355},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_29},
doi = {10.1007/978-3-031-43430-3\_29},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SawickiS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SbeytiKWNA23,
author = {Moussa Kassem Sbeyti and
Michelle Karg and
Christian Wirth and
Azarm Nowzad and
Sahin Albayrak},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Overcoming the Limitations of Localization Uncertainty: Efficient
and Exact Non-linear Post-processing and Calibration},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {52--68},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_4},
doi = {10.1007/978-3-031-43424-2\_4},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SbeytiKWNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchiavoneGZ23,
author = {Riccardo Schiavone and
Francesco Galati and
Maria A. Zuluaga},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Binary Domain Generalization for Sparsifying Binary Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {123--140},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_8},
doi = {10.1007/978-3-031-43415-0\_8},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SchiavoneGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchlauchWK23,
author = {Christian Schlauch and
Christian Wirth and
Nadja Klein},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Informed Priors for Knowledge Integration in Trajectory Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {392--407},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_24},
doi = {10.1007/978-3-031-43424-2\_24},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchlauchWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchultheisB23,
author = {Erik Schultheis and
Rohit Babbar},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Towards Memory-Efficient Training for Extremely Large Output Spaces
- Learning with 670k Labels on a Single Commodity {GPU}},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {689--704},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_41},
doi = {10.1007/978-3-031-43418-1\_41},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SchultheisB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SedovaZR23,
author = {Anastasiia Sedova and
Lena Zellinger and
Benjamin Roth},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning with Noisy Labels by Adaptive Gradient-Based Outlier Removal},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {237--253},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_14},
doi = {10.1007/978-3-031-43412-9\_14},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SedovaZR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SethiGMA23,
author = {Akshay Sethi and
Sonia Gupta and
Aakarsh Malhotra and
Siddhartha Asthana},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Representations for Bipartite Graphs Using Multi-task Self-supervised
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {19--35},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_2},
doi = {10.1007/978-3-031-43418-1\_2},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SethiGMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SeyfiBZZ23,
author = {Mehdi Seyfi and
Amin Banitalebi{-}Dehkordi and
Zirui Zhou and
Yong Zhang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Exact Combinatorial Optimization with Temporo-Attentional Graph Neural
Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {268--283},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_16},
doi = {10.1007/978-3-031-43421-1\_16},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SeyfiBZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShethKMCL23,
author = {Paras Sheth and
Tharindu Kumarage and
Raha Moraffah and
Aman Chadha and
Huan Liu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{PEACE:} Cross-Platform Hate Speech Detection - {A} Causality-Guided
Framework},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {559--575},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_33},
doi = {10.1007/978-3-031-43412-9\_33},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShethKMCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShiDCCG23,
author = {Laixi Shi and
Robert Dadashi and
Yuejie Chi and
Pablo Samuel Castro and
Matthieu Geist},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Offline Reinforcement Learning with On-Policy Q-Function Regularization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {455--471},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_27},
doi = {10.1007/978-3-031-43421-1\_27},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShiDCCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShiZL23,
author = {Yucheng Shi and
Kaixiong Zhou and
Ninghao Liu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{ENGAGE:} Explanation Guided Data Augmentation for Graph Representation
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {104--121},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_7},
doi = {10.1007/978-3-031-43418-1\_7},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShiZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SilvaVG23,
author = {Miguel E. P. Silva and
Bruno Veloso and
Jo{\~{a}}o Gama},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Predictive Maintenance, Adversarial Autoencoders and Explainability},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {260--275},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_16},
doi = {10.1007/978-3-031-43430-3\_16},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SilvaVG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SinghBANWOCI23,
author = {Ashish Singh and
Antonio Bevilacqua and
Timilehin B. Aderinola and
Thach Le Nguyen and
Darragh Whelan and
Martin O'Reilly and
Brian Caulfield and
Georgiana Ifrim},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {An Examination of Wearable Sensors and Video Data Capture for Human
Exercise Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {312--329},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_19},
doi = {10.1007/978-3-031-43427-3\_19},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SinghBANWOCI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SongXAWLV23,
author = {Bowen Song and
Chengjin Xu and
Kossi Amouzouvi and
Maocai Wang and
Jens Lehmann and
Sahar Vahdati},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Distinct Geometrical Representations for Temporal and Relational Structures
in Knowledge Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {601--616},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_36},
doi = {10.1007/978-3-031-43418-1\_36},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SongXAWLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SrivastavaBP23,
author = {Vivek Srivastava and
Savita Bhat and
Niranjan Pedanekar},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {A Few Good Sentences: Content Selection for Abstractive Text Summarization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {124--141},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_8},
doi = {10.1007/978-3-031-43421-1\_8},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SrivastavaBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StubbemannS23,
author = {Maximilian Stubbemann and
Gerd Stumme},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {The Mont Blanc of Twitter: Identifying Hierarchies of Outstanding
Peaks in Social Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {177--192},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_11},
doi = {10.1007/978-3-031-43418-1\_11},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StubbemannS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SuWCQ23,
author = {Hongyang Su and
Xiaolong Wang and
Qingcai Chen and
Yang Qin},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Efficient Adaptive Spatial-Temporal Attention Network for Traffic
Flow Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {205--220},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_13},
doi = {10.1007/978-3-031-43424-2\_13},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SuWCQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SudakT23,
author = {Timur Sudak and
Sebastian Tschiatschek},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Posterior Consistency for Missing Data in Variational Autoencoders},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {508--524},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_30},
doi = {10.1007/978-3-031-43415-0\_30},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SudakT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SunJDMKRMK23,
author = {Wei Sun and
Shaoxiong Ji and
Tuulia Denti and
Hans Moen and
Oleg Kerro and
Antti Rannikko and
Pekka Marttinen and
Miika Koskinen},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Weak Supervision and Clustering-Based Sample Selection for Clinical
Named Entity Recognition},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {444--459},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_27},
doi = {10.1007/978-3-031-43427-3\_27},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SunJDMKRMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SunYZ23,
author = {Ying Sun and
Hongwei Yong and
Lei Zhang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{NKFAC:} {A} Fast and Stable {KFAC} Optimizer for Deep Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {251--267},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_15},
doi = {10.1007/978-3-031-43421-1\_15},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SunYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SunZJK23,
author = {Ke Sun and
Yingnan Zhao and
Shangling Jui and
Linglong Kong},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Exploring the Training Robustness of Distributional Reinforcement
Learning Against Noisy State Observations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {36--51},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_3},
doi = {10.1007/978-3-031-43424-2\_3},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SunZJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SzatkowskiPSTT23,
author = {Filip Szatkowski and
Karol J. Piczak and
Przemyslaw Spurek and
Jacek Tabor and
Tomasz Trzcinski},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Hypernetworks Build Implicit Neural Representations of Sounds},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {661--676},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_39},
doi = {10.1007/978-3-031-43421-1\_39},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SzatkowskiPSTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TanGL23,
author = {Cheng Tan and
Zhangyang Gao and
Stan Z. Li},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Target-Aware Molecular Graph Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {410--427},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_25},
doi = {10.1007/978-3-031-43427-3\_25},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TanGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TanakaTBMP23,
author = {Akihiro Tanaka and
Juniper Tyree and
Anton Bj{\"{o}}rklund and
Jarmo M{\"{a}}kel{\"{a}} and
Kai Puolam{\"{a}}ki},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{\(\chi\)}iplot: Web-First Visualisation Platform for Multidimensional
Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {335--339},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_26},
doi = {10.1007/978-3-031-43430-3\_26},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TanakaTBMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TangDH23,
author = {Ruixiang Tang and
Mengnan Du and
Xia Hu},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Deep Serial Number: Computational Watermark for {DNN} Intellectual
Property Protection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {157--173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_10},
doi = {10.1007/978-3-031-43427-3\_10},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TangDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TangQFLLH23,
author = {Xing Tang and
Yang Qiao and
Yuwen Fu and
Fuyuan Lyu and
Dugang Liu and
Xiuqiang He},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {OptMSM: Optimizing Multi-Scenario Modeling for Click-Through Rate
Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {567--584},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_34},
doi = {10.1007/978-3-031-43427-3\_34},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TangQFLLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ToniF23,
author = {Laura Toni and
Pascal Frossard},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Online Network Source Optimization with Graph-Kernel {MAB}},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {242--258},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_15},
doi = {10.1007/978-3-031-43418-1\_15},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ToniF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TranT23,
author = {Nam Phuong Tran and
Long Tran{-}Thanh},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Invariant Lipschitz Bandits: {A} Side Observation Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {524--539},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_31},
doi = {10.1007/978-3-031-43421-1\_31},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TranT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TroisemaineFGRVL23,
author = {Colin Troisemaine and
Joachim Flocon{-}Cholet and
St{\'{e}}phane Gosselin and
Alexandre Reiffers{-}Masson and
Sandrine Vaton and
Vincent Lemaire},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {An Interactive Interface for Novel Class Discovery in Tabular Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {295--299},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_18},
doi = {10.1007/978-3-031-43430-3\_18},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TroisemaineFGRVL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/UpadhyayPV23,
author = {Rishabh Upadhyay and
Gabriella Pasi and
Marco Viviani},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {A Passage Retrieval Transformer-Based Re-Ranking Model for Truthful
Consumer Health Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {355--371},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_21},
doi = {10.1007/978-3-031-43412-9\_21},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/UpadhyayPV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VignacOTF23,
author = {Cl{\'{e}}ment Vignac and
Nagham Osman and
Laura Toni and
Pascal Frossard},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {560--576},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_33},
doi = {10.1007/978-3-031-43415-0\_33},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VignacOTF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VivianiGGAVVBSGATS23,
author = {Paolo Viviani and
Ilaria Gesmundo and
Elios Ghinato and
Andres Y. Agudelo{-}Toro and
Chiara Vercellino and
Giacomo Vitali and
Letizia Bergamasco and
Alberto Scionti and
Marco Ghislieri and
Valentina Agostini and
Olivier Terzo and
Hansj{\"{o}}rg Scherberger},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Deep Learning for Real-Time Neural Decoding of Grasp},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {379--393},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_23},
doi = {10.1007/978-3-031-43427-3\_23},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VivianiGGAVVBSGATS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WaidaWANZK23,
author = {Hiroki Waida and
Yuichiro Wada and
L{\'{e}}o And{\'{e}}ol and
Takumi Nakagawa and
Yuhui Zhang and
Takafumi Kanamori},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Towards Understanding the Mechanism of Contrastive Learning via Similarity
Structure: {A} Theoretical Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {709--727},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_42},
doi = {10.1007/978-3-031-43421-1\_42},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WaidaWANZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangCGS23,
author = {Cong Wang and
Xiaofeng Cao and
Lanzhe Guo and
Zenglin Shi},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {DualMatch: Robust Semi-supervised Learning with Dual-Level Interaction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {102--119},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_7},
doi = {10.1007/978-3-031-43424-2\_7},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangCGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangDLZH23,
author = {Guanchu Wang and
Mengnan Du and
Ninghao Liu and
Na Zou and
Xia Ben Hu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Mitigating Algorithmic Bias with Limited Annotations},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {241--258},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_15},
doi = {10.1007/978-3-031-43415-0\_15},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangDLZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangGZ23,
author = {Xiyu Wang and
Pengxin Guo and
Yu Zhang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Unsupervised Domain Adaptation via Bidirectional Cross-Attention Transformer},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {309--325},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_19},
doi = {10.1007/978-3-031-43424-2\_19},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangJLYS23,
author = {Yizhuo Wang and
Renhe Jiang and
Hangchen Liu and
Du Yin and
Xuan Song},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Sequence-Graph Fusion Neural Network for User Mobile App Behavior
Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {105--121},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_7},
doi = {10.1007/978-3-031-43427-3\_7},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangJLYS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangJXGWYZ23,
author = {Zhen Wang and
Ting Jiang and
Zenghui Xu and
Jianliang Gao and
Ou Wu and
Ke Yan and
Ji Zhang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Uncovering Multivariate Structural Dependency for Analyzing Irregularly
Sampled Time Series},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {238--254},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_15},
doi = {10.1007/978-3-031-43424-2\_15},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangJXGWYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangL23,
author = {Luxi Wang and
Yingming Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {CAENet: Efficient Multi-task Learning for Joint Semantic Segmentation
and Depth Estimation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {408--425},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_25},
doi = {10.1007/978-3-031-43424-2\_25},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangMW23,
author = {Zhaoyu Wang and
Pingchuan Ma and
Shuai Wang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Towards Practical Federated Causal Structure Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {351--367},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_21},
doi = {10.1007/978-3-031-43415-0\_21},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangWBYZ23,
author = {Zichong Wang and
Charles Wallace and
Albert Bifet and
Xin Yao and
Wenbin Zhang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {FG\({}^{\mbox{2}}\)AN: Fairness-Aware Graph Generative Adversarial
Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {259--275},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_16},
doi = {10.1007/978-3-031-43415-0\_16},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangWBYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WeiWZZ23,
author = {Shaowei Wei and
Zhengwei Wu and
Zhiqiang Zhang and
Jun Zhou},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Boosting Adaptive Graph Augmented MLPs via Customized Knowledge Distillation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {87--103},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_6},
doi = {10.1007/978-3-031-43418-1\_6},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WeiWZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WieseWPBGR23,
author = {Jonas Gregor Wiese and
Lisa Wimmer and
Theodore Papamarkou and
Bernd Bischl and
Stephan G{\"{u}}nnemann and
David R{\"{u}}gamer},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Towards Efficient {MCMC} Sampling in Bayesian Neural Networks by Exploiting
Symmetry},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {459--474},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_27},
doi = {10.1007/978-3-031-43412-9\_27},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WieseWPBGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WohlkeSH23,
author = {Jan W{\"{o}}hlke and
Felix Schmitt and
Herke van Hoof},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning Hierarchical Planning-Based Policies from Offline Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {489--505},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_29},
doi = {10.1007/978-3-031-43421-1\_29},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WohlkeSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WongRHN23,
author = {Mike Wong and
Edward Raff and
James Holt and
Ravi Netravali},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Marvolo: Programmatic Data Augmentation for Deep Malware Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {270--285},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_16},
doi = {10.1007/978-3-031-43412-9\_16},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WongRHN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuLG23,
author = {Boqian Wu and
Benmeng Lyu and
Jiawen Gu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Weighted Multivariate Mean Reversion for Online Portfolio Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {255--270},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_16},
doi = {10.1007/978-3-031-43424-2\_16},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuSMZCZZ23,
author = {Wenyu Wu and
Wenyi Shen and
Jiali Mao and
Lisheng Zhao and
Shaosheng Cao and
Aoying Zhou and
Lin Zhou},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{PICT:} Precision-enhanced Road Intersection Recognition Using Cycling
Trajectories},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {157--173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_10},
doi = {10.1007/978-3-031-43430-3\_10},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuSMZCZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuTLGLL23,
author = {Lirong Wu and
Cheng Tan and
Zihan Liu and
Zhangyang Gao and
Haitao Lin and
Stan Z. Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Learning to Augment Graph Structure for both Homophily and Heterophily
Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {3--18},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_1},
doi = {10.1007/978-3-031-43418-1\_1},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuTLGLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuWWLZL23,
author = {Xugang Wu and
Huijun Wu and
Ruibo Wang and
Duanyu Li and
Xu Zhou and
Kai Lu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Leveraging Free Labels to Power up Heterophilic Graph Learning in
Weakly-Supervised Settings: An Empirical Study},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {140--156},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_9},
doi = {10.1007/978-3-031-43418-1\_9},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuWWLZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuZMYZ23,
author = {Tao Wu and
Kaixuan Zhu and
Jiali Mao and
Miaomiao Yang and
Aoying Zhou},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{TDCM:} Transport Destination Calibrating Based on Multi-task Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {276--292},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_17},
doi = {10.1007/978-3-031-43430-3\_17},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuZMYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XiaoW23,
author = {Chenguang Xiao and
Shuo Wang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Triplets Oversampling for Class Imbalanced Federated Datasets},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {368--383},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_22},
doi = {10.1007/978-3-031-43415-0\_22},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/XiaoW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XingT23,
author = {Bowen Xing and
Ivor W. Tsang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Co-Evolving Graph Reasoning Network for Emotion-Cause Pair Extraction},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {305--322},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_18},
doi = {10.1007/978-3-031-43412-9\_18},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/XingT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XuB23,
author = {An Xu and
Yang Bai},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Cross Model Parallelism for Faster Bidirectional Training of Large
Convolutional Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {637--653},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_38},
doi = {10.1007/978-3-031-43418-1\_38},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/XuB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XuB23a,
author = {An Xu and
Yang Bai},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Distributed Adaptive Optimization with Divisible Communication},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {654--670},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_39},
doi = {10.1007/978-3-031-43418-1\_39},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/XuB23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XuBCB23,
author = {Shiyun Xu and
Zhiqi Bu and
Pratik Chaudhari and
Ian J. Barnett},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Sparse Neural Additive Model: Interpretable Deep Learning with Feature
Selection via Group Sparsity},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {343--359},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_21},
doi = {10.1007/978-3-031-43418-1\_21},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/XuBCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XuQWWZLJZLHS23,
author = {Han Xu and
Hao Qi and
Yaokun Wang and
Pei Wang and
Guowei Zhang and
Congcong Liu and
Junsheng Jin and
Xiwei Zhao and
Zhangang Lin and
Jinghe Hu and
Jingping Shao},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {{PCDF:} {A} Parallel-Computing Distributed Framework for Sponsored
Search Advertising Serving},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {669--683},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_40},
doi = {10.1007/978-3-031-43427-3\_40},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/XuQWWZLJZLHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XuSLQ23,
author = {Mayi Xu and
Ke Sun and
Yongqi Li and
Tieyun Qian},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Cold-Start Multi-hop Reasoning by Hierarchical Guidance and Self-verification},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {577--592},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_34},
doi = {10.1007/978-3-031-43415-0\_34},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/XuSLQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XuanCZTD23,
author = {Yuexin Xuan and
Xiaojun Chen and
Zhendong Zhao and
Bisheng Tang and
Ye Dong},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Practical and General Backdoor Attacks Against Vertical Federated
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {402--417},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_24},
doi = {10.1007/978-3-031-43415-0\_24},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/XuanCZTD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YanWTW23,
author = {Zhanglu Yan and
Shida Wang and
Kaiwen Tang and
Weng{-}Fai Wong},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Efficient Hyperdimensional Computing},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {141--155},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_9},
doi = {10.1007/978-3-031-43415-0\_9},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YanWTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YanWYLZW23,
author = {Hao Yan and
Senzhang Wang and
Jun Yin and
Chaozhuo Li and
Junxing Zhu and
Jianxin Wang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Hierarchical Graph Contrastive Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {700--715},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_41},
doi = {10.1007/978-3-031-43415-0\_41},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YanWYLZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YanY23,
author = {Liping Yan and
Weiren Yu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {SimSky: An Accuracy-Aware Algorithm for Single-Source SimRank Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {226--241},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_14},
doi = {10.1007/978-3-031-43418-1\_14},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YanY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangH23,
author = {Yongxin Yang and
Timothy M. Hospedales},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {On Calibration of Mathematical Finance Models by Hypernetworks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {227--242},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_14},
doi = {10.1007/978-3-031-43427-3\_14},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YangH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangHCMZL23,
author = {Yuting Yang and
Pei Huang and
Juan Cao and
Feifei Ma and
Jian Zhang and
Jintao Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Quantifying Robustness to Adversarial Word Substitutions},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {95--112},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_6},
doi = {10.1007/978-3-031-43412-9\_6},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YangHCMZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YaoL23,
author = {Dan Yao and
Zhixin Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Graph Rebasing and Joint Similarity Reconstruction for Cross-Modal
Hash Retrieval},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {86--102},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_6},
doi = {10.1007/978-3-031-43415-0\_6},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YaoL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YooZZA23,
author = {Jaemin Yoo and
Yue Zhao and
Lingxiao Zhao and
Leman Akoglu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{DSV:} An Alignment Validation Loss for Self-supervised Outlier Model
Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {254--269},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_15},
doi = {10.1007/978-3-031-43412-9\_15},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YooZZA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YuJL23,
author = {Yunlong Yu and
Lisha Jin and
Yingming Li},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Boosting Generalized Few-Shot Learning by Scattering Intra-class Distribution},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {438--453},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_26},
doi = {10.1007/978-3-031-43415-0\_26},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YuJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Yuan23,
author = {Xiao Yuan},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {BeeTLe: {A} Framework for Linear B-Cell Epitope Prediction and Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {477--494},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_29},
doi = {10.1007/978-3-031-43427-3\_29},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Yuan23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YuanTCCSW23,
author = {Peng Yuan and
Lu{-}An Tang and
Haifeng Chen and
David S. Chang and
Moto Sato and
Kevin Woodward},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Temporal Graph Based Incident Analysis System for Internet of Things},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {305--309},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_20},
doi = {10.1007/978-3-031-43430-3\_20},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YuanTCCSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YurtmanSMB23,
author = {Aras Yurtman and
Jonas Soenen and
Wannes Meert and
Hendrik Blockeel},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Estimating Dynamic Time Warping Distance Between Time Series with
Missing Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {221--237},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_14},
doi = {10.1007/978-3-031-43424-2\_14},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YurtmanSMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZalmanF23,
author = {Dana Oshri Zalman and
Shai Fine},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Multiple-Source Adaptation Using Variational R{\'{e}}nyi Bound
Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {326--340},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_20},
doi = {10.1007/978-3-031-43424-2\_20},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZalmanF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangFZWD23,
author = {Junru Zhang and
Lang Feng and
Haowen Zhang and
Yuhan Wu and
Yabo Dong},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Adacket: ADAptive Convolutional KErnel Transform for Multivariate
Time Series Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {189--204},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_12},
doi = {10.1007/978-3-031-43424-2\_12},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangFZWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangLHWMXX23,
author = {Zeren Zhang and
Xingjian Li and
Tao Hong and
Tianyang Wang and
Jinwen Ma and
Haoyi Xiong and
Cheng{-}Zhong Xu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {293--308},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_18},
doi = {10.1007/978-3-031-43424-2\_18},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangLHWMXX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangPD23,
author = {Jingrui Zhang and
Ninh Pham and
Gillian Dobbie},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {A Transductive Forest for Anomaly Detection with Few Labels},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {286--301},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_17},
doi = {10.1007/978-3-031-43412-9\_17},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangPD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangXD23,
author = {Liang Zhang and
Shubin Xie and
Jianming Deng},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Leveraging Queue Length and Attention Mechanisms for Enhanced Traffic
Signal Control Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {141--156},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_9},
doi = {10.1007/978-3-031-43430-3\_9},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangXD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangYJ23,
author = {Zhaobo Zhang and
Pingpeng Yuan and
Hai Jin},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Exploring Word-Sememe Graph-Centric Chinese Antonym Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {583--600},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_35},
doi = {10.1007/978-3-031-43418-1\_35},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangYJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangZYC23,
author = {Yu Zhang and
Chuang Zhu and
Guoqing Yang and
Siqi Chen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Negative Prototypes Guided Contrastive Learning for Weakly Supervised
Object Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {36--51},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_3},
doi = {10.1007/978-3-031-43415-0\_3},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangZYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoHYWS23,
author = {Deji Zhao and
Donghong Han and
Ye Yuan and
Chao Wang and
Shuangyong Song},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {MuSE: {A} Multi-scale Emotional Flow Graph Model for Empathetic Dialogue
Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {491--507},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_29},
doi = {10.1007/978-3-031-43415-0\_29},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoHYWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoLPNG23,
author = {Zicheng Zhao and
Linhao Luo and
Shirui Pan and
Quoc Viet Hung Nguyen and
Chen Gong},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Towards Few-Shot Inductive Link Prediction on Knowledge Graphs: {A}
Relational Anonymous Walk-Guided Neural Process Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {515--532},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_31},
doi = {10.1007/978-3-031-43418-1\_31},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoLPNG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoLRSTT23,
author = {Wei Zhao and
Federico L{\'{o}}pez and
J. Maxwell Riestenberg and
Michael Strube and
Diaaeldin Taha and
Steve Trettel},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Modeling Graphs Beyond Hyperbolic: Graph Neural Networks in Symmetric
Positive Definite Matrices},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {122--139},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_8},
doi = {10.1007/978-3-031-43418-1\_8},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoLRSTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoN23,
author = {Zhouting Zhao and
Tin Lok James Ng},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Fairness-Aware Processing Techniques in Survival Analysis: Promoting
Equitable Predictions},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {460--476},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_28},
doi = {10.1007/978-3-031-43427-3\_28},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoS23,
author = {Siqian Zhao and
Shaghayegh Sahebi},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Graph-Enhanced Multi-Activity Knowledge Tracing},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {529--546},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_32},
doi = {10.1007/978-3-031-43427-3\_32},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoWLPZZH23,
author = {Pengyu Zhao and
Shoujin Wang and
Wenpeng Lu and
Xueping Peng and
Weiyu Zhang and
Chaoqun Zheng and
Yonggang Huang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {News Recommendation via Jointly Modeling Event Matching and Style
Matching},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {404--419},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_24},
doi = {10.1007/978-3-031-43421-1\_24},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoWLPZZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoWZZ23,
author = {Qian Zhao and
Zhengwei Wu and
Zhiqiang Zhang and
Jun Zhou},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Long-Tail Augmented Graph Contrastive Learning for Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {387--403},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_23},
doi = {10.1007/978-3-031-43421-1\_23},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoWZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoYLFP23,
author = {Jiaxu Zhao and
Lu Yin and
Shiwei Liu and
Meng Fang and
Mykola Pechenizkiy},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{REST:} Enhancing Group Robustness in DNNs Through Reweighted Sparse
Training},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {313--329},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_19},
doi = {10.1007/978-3-031-43415-0\_19},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoYLFP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoYN23,
author = {Mingyu Zhao and
Weidong Yang and
Feiping Nie},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Transformer-Based Contrastive Multi-view Clustering via Ensembles},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {678--694},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_40},
doi = {10.1007/978-3-031-43412-9\_40},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoYN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoYV23,
author = {Yifan Zhao and
Xian Yang and
Ranga Raju Vatsavai},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Cloud Imputation for Multi-sensor Remote Sensing Imagery with Style
Transfer},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
pages = {37--53},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3\_3},
doi = {10.1007/978-3-031-43430-3\_3},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoYV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoZLJZ23,
author = {Haiyan Zhao and
Tianyi Zhou and
Guodong Long and
Jing Jiang and
Chengqi Zhang},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Voting from Nearest Tasks: Meta-Vote Pruning of Pre-trained Models
for Downstream Tasks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {52--68},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_4},
doi = {10.1007/978-3-031-43415-0\_4},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoZLJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhengJY23,
author = {Yimei Zheng and
Caiyan Jia and
Jian Yu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Contrastive Learning with Cluster-Preserving Augmentation for Attributed
Graph Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {644--661},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_38},
doi = {10.1007/978-3-031-43412-9\_38},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhengJY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhengVPF23,
author = {Qinyue Zheng and
Arun Venkitaraman and
Simona Petravic and
Pascal Frossard},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Knowledge Distillation with Graph Neural Networks for Epileptic Seizure
Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {547--563},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_33},
doi = {10.1007/978-3-031-43427-3\_33},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhengVPF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhengWGC23,
author = {Zuowu Zheng and
Chao Wang and
Xiaofeng Gao and
Guihai Chen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {RBNets: {A} Reinforcement Learning Approach for Learning Bayesian
Network Structure},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
pages = {193--208},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1\_12},
doi = {10.1007/978-3-031-43418-1\_12},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhengWGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhongMWKL23,
author = {Jincheng Zhong and
Haoyu Ma and
Ximei Wang and
Zhi Kou and
Mingsheng Long},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Bi-tuning: Efficient Transfer from Pre-trained Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
pages = {357--373},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2\_22},
doi = {10.1007/978-3-031-43424-2\_22},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhongMWKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouFZZDT23,
author = {Ming Zhou and
Wenzheng Feng and
Yifan Zhu and
Dan Zhang and
Yuxiao Dong and
Jie Tang},
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Semi-Supervised Social Bot Detection with Initial Residual Relation
Attention Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
pages = {207--224},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3\_13},
doi = {10.1007/978-3-031-43427-3\_13},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouFZZDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouGSH23,
author = {Sizhe Zhou and
Suyu Ge and
Jiaming Shen and
Jiawei Han},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Corpus-Based Relation Extraction by Identifying and Refining Relation
Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
pages = {20--38},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1\_2},
doi = {10.1007/978-3-031-43421-1\_2},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouGSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouLGZJDW23,
author = {Kun Zhou and
Xiao Liu and
Yeyun Gong and
Wayne Xin Zhao and
Daxin Jiang and
Nan Duan and
Ji{-}Rong Wen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {{MASTER:} Multi-task Pre-trained Bottlenecked Masked Autoencoders
Are Better Dense Retrievers},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {630--647},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_37},
doi = {10.1007/978-3-031-43415-0\_37},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouLGZJDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouZ23,
author = {Qiqi Zhou and
Yichen Zhu},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Make a Long Image Short: Adaptive Token Length for Vision Transformers},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
pages = {69--85},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0\_5},
doi = {10.1007/978-3-031-43415-0\_5},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhuZJWXSCC23,
author = {Zhiyu Zhu and
Jiayu Zhang and
Zhibo Jin and
Xinyi Wang and
Minhui Xue and
Jun Shen and
Kim{-}Kwang Raymond Choo and
Huaming Chen},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Towards Minimising Perturbation Rate for Adversarial Machine Learning
with Pruning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {147--163},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_9},
doi = {10.1007/978-3-031-43412-9\_9},
timestamp = {Fri, 29 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuZJWXSCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZnalezniakRKTS23,
author = {Michal Znalezniak and
Przemyslaw Rola and
Patryk Kaszuba and
Jacek Tabor and
Marek Smieja},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Contrastive Hierarchical Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {627--643},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_37},
doi = {10.1007/978-3-031-43412-9\_37},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZnalezniakRKTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaltd/2022,
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-24378-3},
doi = {10.1007/978-3-031-24378-3},
isbn = {978-3-031-24377-6},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaltd/2023,
editor = {Georgiana Ifrim and
Romain Tavenard and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Simon Malinowski and
Thomas Guyet and
Vincent Lemaire},
title = {Advanced Analytics and Learning on Temporal Data - 8th {ECML} {PKDD}
Workshop, {AALTD} 2023, Turin, Italy, September 18-22, 2023, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14343},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49896-1},
doi = {10.1007/978-3-031-49896-1},
isbn = {978-3-031-49895-4},
timestamp = {Sun, 07 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ial/2023,
editor = {Mirko Bunse and
Barbara Hammer and
Georg Krempl and
Vincent Lemaire and
Alaa Tharwat and
Amal Saadallah},
title = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML-PKDD} 2023), Torino, Italy,
September 22nd, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3470},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3470},
urn = {urn:nbn:de:0074-3470-3},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ial/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-1,
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-26387-3},
doi = {10.1007/978-3-031-26387-3},
isbn = {978-3-031-26386-6},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-2,
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-26390-3},
doi = {10.1007/978-3-031-26390-3},
isbn = {978-3-031-26389-7},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-3,
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-26409-2},
doi = {10.1007/978-3-031-26409-2},
isbn = {978-3-031-26408-5},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-4,
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-26412-2},
doi = {10.1007/978-3-031-26412-2},
isbn = {978-3-031-26411-5},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-5,
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-26419-1},
doi = {10.1007/978-3-031-26419-1},
isbn = {978-3-031-26418-4},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022-5.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-6,
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-26422-1},
doi = {10.1007/978-3-031-26422-1},
isbn = {978-3-031-26421-4},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022-6.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-w1,
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-23618-1},
doi = {10.1007/978-3-031-23618-1},
isbn = {978-3-031-23617-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2022-w1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-w2,
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-23633-4},
doi = {10.1007/978-3-031-23633-4},
isbn = {978-3-031-23632-7},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022-w2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022maclean,
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2022),
Grenoble, France, September 18-22, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3343},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3343},
urn = {urn:nbn:de:0074-3343-0},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022maclean.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022mlsa,
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-27527-2},
doi = {10.1007/978-3-031-27527-2},
isbn = {978-3-031-27526-5},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2023-1,
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9},
doi = {10.1007/978-3-031-43412-9},
isbn = {978-3-031-43411-2},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2023-2,
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14170},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43415-0},
doi = {10.1007/978-3-031-43415-0},
isbn = {978-3-031-43414-3},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2023-3,
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14171},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43418-1},
doi = {10.1007/978-3-031-43418-1},
isbn = {978-3-031-43417-4},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2023-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2023-4,
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14172},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43421-1},
doi = {10.1007/978-3-031-43421-1},
isbn = {978-3-031-43420-4},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2023-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2023-5,
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {14173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43424-2},
doi = {10.1007/978-3-031-43424-2},
isbn = {978-3-031-43423-5},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2023-5.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2023-6,
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14174},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43427-3},
doi = {10.1007/978-3-031-43427-3},
isbn = {978-3-031-43426-6},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2023-6.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2023-7,
editor = {Gianmarco De Francisci Morales and
Claudia Perlich and
Natali Ruchansky and
Nicolas Kourtellis and
Elena Baralis and
Francesco Bonchi},
title = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2023,
Turin, Italy, September 18-22, 2023, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14175},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43430-3},
doi = {10.1007/978-3-031-43430-3},
isbn = {978-3-031-43429-7},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2023-7.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/DissanayakeMKSCSCR22,
author = {Oshana Dissanayake and
Sarah McPherson and
Emer Kennedy and
Katie Sugrue and
Muireann Conneely and
Laurence Shalloo and
P{\'{a}}draig Cunningham and
Lucile Riaboff},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Identification of the Best Accelerometer Features and Time-Scale to
Detect Disturbances in Calves},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {167--180},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_11},
doi = {10.1007/978-3-031-24378-3\_11},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaltd/DissanayakeMKSCSCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/ErmshausSL22,
author = {Arik Ermshaus and
Patrick Sch{\"{a}}fer and
Ulf Leser},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Window Size Selection in Unsupervised Time Series Analytics: {A} Review
and Benchmark},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {83--101},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_6},
doi = {10.1007/978-3-031-24378-3\_6},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/ErmshausSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/KoohfarD22,
author = {Sepideh Koohfar and
Laura Dietz},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Adjustable Context-Aware Transformer},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {3--17},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_1},
doi = {10.1007/978-3-031-24378-3\_1},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/KoohfarD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/LopezOrionaMV22,
author = {{\'{A}}ngel L{\'{o}}pez{-}Oriona and
Pablo Montero{-}Manso and
Jos{\'{e}} Antonio Vilar},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Clustering of Time Series Based on Forecasting Performance of Global
Models},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {18--33},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_2},
doi = {10.1007/978-3-031-24378-3\_2},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaltd/LopezOrionaMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/MbouopdaGLH22,
author = {Michael Franklin Mbouopda and
Thomas Guyet and
Nicolas Labroche and
Abel Henriot},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Experimental Study of Time Series Forecasting Methods for Groundwater
Level Prediction},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {34--49},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_3},
doi = {10.1007/978-3-031-24378-3\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaltd/MbouopdaGLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/Morsa22,
author = {Nathan Morsa},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {{EDGAR:} Embedded Detection of Gunshots by {AI} in Real-time},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {148--166},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_10},
doi = {10.1007/978-3-031-24378-3\_10},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaltd/Morsa22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/NajariBLDG22,
author = {Naji Najari and
Samuel Berlemont and
Gr{\'{e}}goire Lefebvre and
Stefan Duffner and
Christophe Garcia},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {{RESIST:} Robust Transformer for Unsupervised Time Series Anomaly
Detection},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {66--82},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_5},
doi = {10.1007/978-3-031-24378-3\_5},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/NajariBLDG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/NguyenI22,
author = {Thach Le Nguyen and
Georgiana Ifrim},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Fast Time Series Classification with Random Symbolic Subsequences},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {50--65},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_4},
doi = {10.1007/978-3-031-24378-3\_4},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/NguyenI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/PantTG22,
author = {Neha Pant and
Durga Toshniwal and
Bhola Ram Gurjar},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Application of Attention Mechanism Combined with Long Short-Term Memory
for Forecasting Dissolved Oxygen in Ganga River},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {105--116},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_7},
doi = {10.1007/978-3-031-24378-3\_7},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/PantTG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/PiallaDWIF22,
author = {Gautier Pialla and
Maxime Devanne and
Jonathan Weber and
Lhassane Idoumghar and
Germain Forestier},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Data Augmentation for Time Series Classification with Deep Learning
Models},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {117--132},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_8},
doi = {10.1007/978-3-031-24378-3\_8},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/PiallaDWIF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/RuizB22,
author = {Alejandro Pasos Ruiz and
Anthony J. Bagnall},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {Dimension Selection Strategies for Multivariate Time Series Classification
with HIVE-COTEv2.0},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {133--147},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_9},
doi = {10.1007/978-3-031-24378-3\_9},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/RuizB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/ZangrandoFTPVH22,
author = {Niccol{\`{o}} Zangrando and
Piero Fraternali and
Rocio Nahime Torres and
Marco Petri and
Nicol{\`{o}} Oreste Pinciroli Vago and
Sergio Herrera},
editor = {Thomas Guyet and
Georgiana Ifrim and
Simon Malinowski and
Anthony J. Bagnall and
Patrick Sch{\"{a}}fer and
Vincent Lemaire},
title = {{ODIN} {AD:} {A} Framework Supporting the Life-Cycle of Time Series
Anomaly Detection Applications},
booktitle = {Advanced Analytics and Learning on Temporal Data - 7th {ECML} {PKDD}
Workshop, {AALTD} 2022, Grenoble, France, September 19-23, 2022, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13812},
pages = {181--196},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-24378-3\_12},
doi = {10.1007/978-3-031-24378-3\_12},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaltd/ZangrandoFTPVH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/AnastacioMH22,
author = {Marie Anastacio and
Th{\'{e}}o Matricon and
Holger H. Hoos},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Challenges of Acquiring Compositional Inductive Biases via Meta-Learning},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {11--23},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/anastacio22a.html},
timestamp = {Mon, 04 Sep 2023 17:13:09 +0200},
biburl = {https://dblp.org/rec/conf/ecml/AnastacioMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrazdilRGM22,
author = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Advances in Metalearning: {ECML/PKDD} Workshop on Meta-Knowledge Transfer},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {1--7},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/brazdil22a.html},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BrazdilRGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Carrion-OjedaCB22,
author = {Dustin Carri{\'{o}}n{-}Ojeda and
Hong Chen and
Adrian El Baz and
Sergio Escalera and
Chaoyu Guan and
Isabelle Guyon and
Ihsan Ullah and
Xin Wang and
Wenwu Zhu},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline
results},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {24--37},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/carrion-ojeda22a.html},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Carrion-OjedaCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/DengL22,
author = {Difan Deng and
Marius Lindauer},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Searching in the Forest for Local Bayesian Optimization},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {38--50},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/deng22a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/DengL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/FrankenSV22,
author = {Gideon Franken and
Prabhant Singh and
Joaquin Vanschoren},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Faster Performance Estimation for {NAS} with Embedding Proximity Score},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {51--61},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/franken22a.html},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/FrankenSV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/GosiewskaWB22,
author = {Alicja Gosiewska and
Katarzyna Woznica and
Przemyslaw Biecek},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Interpretable Meta-Score for Model Performance: Extended Abstract},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {75--77},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/gosiewska22a.html},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/GosiewskaWB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/HetlerovicPBSF22,
author = {Dusan Hetlerovic and
Lubos Popel{\'{\i}}nsk{\'{y}} and
Pavel Bradi and
Carlos Soares and
Fernando Freitas},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {On Usefulness of Outlier Elimination in Classification Tasks: Extended
Abstract},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {78--80},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/hetlerovic22a.html},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/HetlerovicPBSF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Hitzler22,
author = {Pascal Hitzler},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Some advances regarding ontologies and neuro-symbolic artificial intelligence},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {8--10},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/hitzler22a.html},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Hitzler22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/OccorsoSMR22,
author = {Manuel Occorso and
Luca Sabbioni and
Alberto Maria Metelli and
Marcello Restelli},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Trust Region Meta Learning for Policy Optimization},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {62--74},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/occorso22a.html},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/OccorsoSMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/WangFGFPMH22,
author = {Hongyu Wang and
Huon Fraser and
Henry Gouk and
Eibe Frank and
Bernhard Pfahringer and
Michael Mayo and
Geoff Holmes},
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {Experiments in Cross-domain Few-shot Learning for Image Classification:
Extended Abstract},
booktitle = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
pages = {81--83},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/wang22a.html},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/WangFGFPMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0001JMM22,
author = {Raphael Fischer and
Matthias Jakobs and
Sascha M{\"{u}}cke and
Katharina Morik},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {A Unified Framework for Assessing Energy Efficiency of Machine Learning},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {39--54},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_3},
doi = {10.1007/978-3-031-23618-1\_3},
timestamp = {Mon, 26 Jun 2023 20:44:31 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/0001JMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0004KJLYK22,
author = {Hyunsung Kim and
Chang Jo Kim and
Minchul Jeong and
Jaechan Lee and
Jinsung Yoon and
Sang{-}Ki Ko},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Cost-Efficient and Bias-Robust Sports Player Tracking by Integrating
{GPS} and Video},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
pages = {74--86},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27527-2\_6},
doi = {10.1007/978-3-031-27527-2\_6},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0004KJLYK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0009LS22,
author = {Chao Qian and
Tianheng Ling and
Gregor Schiele},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Enhancing Energy-Efficiency by Solving the Throughput Bottleneck of
{LSTM} Cells for Embedded FPGAs},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {594--605},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_40},
doi = {10.1007/978-3-031-23618-1\_40},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0009LS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbdaliMP22,
author = {Sara Abdali and
Subhabrata Mukherjee and
Evangelos E. Papalexakis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Vec2Node: Self-Training with Tensor Augmentation for Text Classification
with Few Labels},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {571--587},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_33},
doi = {10.1007/978-3-031-26390-3\_33},
timestamp = {Mon, 20 Mar 2023 16:00:26 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbdaliMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbdelqaderSPG22,
author = {Husam Abdelqader and
Evgueni N. Smirnov and
Marc Pont and
Marciano Geijselaers},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Interpretable and Reliable Rule Classification Based on Conformal
Prediction},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {385--401},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_26},
doi = {10.1007/978-3-031-23618-1\_26},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AbdelqaderSPG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbdooBSS22,
author = {Eliran Abdoo and
Ronen I. Brafman and
Guy Shani and
Nitsan Soffair},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Team-Imitate-Synchronize for Solving Dec-POMDPs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {216--232},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_14},
doi = {10.1007/978-3-031-26412-2\_14},
timestamp = {Mon, 20 Mar 2023 16:00:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbdooBSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AdakABM22,
author = {Sayantan Adak and
Altaf Ahmad and
Aditya Basu and
Animesh Mukherjee},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Placing (Historical) Facts on a Timeline: {A} Classification Cum Coref
Resolution Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {335--352},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_21},
doi = {10.1007/978-3-031-26422-1\_21},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AdakABM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AglinNS22,
author = {Ga{\"{e}}l Aglin and
Siegfried Nijssen and
Pierre Schaus},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Learning Optimal Decision Trees Under Memory Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {393--409},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_24},
doi = {10.1007/978-3-031-26419-1\_24},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AglinNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AhmadzadehCPMA22,
author = {Azim Ahmadzadeh and
Yang Chen and
Krishna Rukmini Puthucode and
Ruizhe Ma and
Rafal A. Angryk},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {TS-MIoU: {A} Time Series Similarity Metric Without Mapping},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {87--102},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_6},
doi = {10.1007/978-3-031-26422-1\_6},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AhmadzadehCPMA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AimenLK22,
author = {Aroof Aimen and
Bharat Ladrecha and
Narayanan C. Krishnan},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Adversarial Projections to Tackle Support-Query Shifts in Few-Shot
Meta-Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {615--630},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_37},
doi = {10.1007/978-3-031-26409-2\_37},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AimenLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AlkhatibBV22,
author = {Amr Alkhatib and
Henrik Bostr{\"{o}}m and
Michalis Vazirgiannis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Explaining Predictions by Characteristic Rules},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {389--403},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_24},
doi = {10.1007/978-3-031-26387-3\_24},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AlkhatibBV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AlshehriSKRDO22,
author = {Jumanah Alshehri and
Marija Stanojevic and
Parisa Khan and
Benjamin Rapp and
Eduard C. Dragut and
Zoran Obradovic},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {MultiLayerET: {A} Unified Representation of Entities and Topics Using
Multilayer Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {671--687},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_39},
doi = {10.1007/978-3-031-26390-3\_39},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AlshehriSKRDO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AmblardDCB22,
author = {Victor Amblard and
Amir Dib and
No{\"{e}}lie Cherrier and
Guillaume Barthe},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Bayesian Markov Model for Station-Level Origin-Destination Matrix
Reconstruction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {538--553},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_33},
doi = {10.1007/978-3-031-26422-1\_33},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AmblardDCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AmouriLGM22,
author = {Hussein El Amouri and
Thomas Andrew Lampert and
Pierre Gan{\c{c}}arski and
Cl{\'{e}}ment Mallet},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{CDPS:} Constrained DTW-Preserving Shapelets},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {21--37},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_2},
doi = {10.1007/978-3-031-26387-3\_2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AmouriLGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AndoY22,
author = {Shin Ando and
Ayaka Yamamoto},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Anomaly Detection via Few-Shot Learning on Normality},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {275--290},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_17},
doi = {10.1007/978-3-031-26387-3\_17},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AndoY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AntoniMGMR22,
author = {Olivier Antoni and
Marion Mainsant and
Christelle Godin and
Martial Mermillod and
Marina Reyboz},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {An Embedded Continual Learning System for Facial Emotion Recognition},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {631--635},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_45},
doi = {10.1007/978-3-031-26422-1\_45},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AntoniMGMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Arratia22,
author = {Argimiro Arratia},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {What to Do with Your Sentiments in Finance},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {25--37},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_2},
doi = {10.1007/978-3-031-23633-4\_2},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Arratia22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AshiotisTCN22,
author = {Giannis Ashiotis and
Evgenios Tsigkanos and
Theodoros Christoudias and
Mihalis A. Nicolaou},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {{AI} for Air Quality: Leveraging Data Fusion for Deep Downscaling
of Atmospheric Pollutants},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2022),
Grenoble, France, September 18-22, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3343},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3343/paper5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AshiotisTCN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BabikerKG22,
author = {Housam Khalifa Bashier Babiker and
Mi{-}Young Kim and
Randy Goebel},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Neural Networks with Feature Attribution and Contrastive Explanations},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {372--388},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_23},
doi = {10.1007/978-3-031-26387-3\_23},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BabikerKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BachmannHK22,
author = {Fynn Bachmann and
Philipp Hennig and
Dmitry Kobak},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Wasserstein t-SNE},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {104--120},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_7},
doi = {10.1007/978-3-031-26387-3\_7},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BachmannHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BaharloueiRTT22,
author = {Sina Baharlouei and
Meisam Razaviyayn and
Elizabeth Tseng and
David Tse},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {{I-CONVEX:} Fast and Accurate de Novo Transcriptome Recovery from
Long Reads},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {339--363},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_23},
doi = {10.1007/978-3-031-23633-4\_23},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BaharloueiRTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BancudLAK22,
author = {Gil Emmanuel Bancud and
Alex John Labanon and
Neil Angelo Abreo and
Vladimer Kobayashi},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Combining Image Enhancement Techniques and Deep Learning for Shallow
Water Benthic Marine Litter Detection},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {137--149},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_9},
doi = {10.1007/978-3-031-23618-1\_9},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BancudLAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BanerjeeG22,
author = {Rohan Banerjee and
Avik Ghose},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {A Light-Weight Deep Residual Network for Classification of Abnormal
Heart Rhythms on Tiny Devices},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {317--331},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_22},
doi = {10.1007/978-3-031-23633-4\_22},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BanerjeeG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BanerjeeG22a,
author = {Rohan Banerjee and
Avik Ghose},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Light Weight Cardiac Monitoring System for On-device {ECG} Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {649--653},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_49},
doi = {10.1007/978-3-031-26422-1\_49},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BanerjeeG22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BanieckiKB22,
author = {Hubert Baniecki and
Wojciech Kretowicz and
Przemyslaw Biecek},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Fooling Partial Dependence via Data Poisoning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {121--136},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_8},
doi = {10.1007/978-3-031-26409-2\_8},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BanieckiKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BaudeuWL22,
author = {Raphael Baudeu and
Marvin N. Wright and
Markus Loecher},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Are {SHAP} Values Biased Towards High-Entropy Features?},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {418--433},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_28},
doi = {10.1007/978-3-031-23618-1\_28},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BaudeuWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BauwVAAA22,
author = {Martin Bauw and
Santiago Velasco{-}Forero and
Jes{\'{u}}s Angulo and
Claude Adnet and
Olivier Airiau},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Near Out-of-Distribution Detection for Low-Resolution Radar Micro-doppler
Signatures},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {384--399},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_24},
doi = {10.1007/978-3-031-26412-2\_24},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BauwVAAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BdeirFS22,
author = {Ahmad Bdeir and
Jonas K. Falkner and
Lars Schmidt{-}Thieme},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Attention, Filling in the Gaps for Generalization in Routing Problems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {505--520},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_31},
doi = {10.1007/978-3-031-26422-1\_31},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BdeirFS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BelgodereCDDKMMPRRSY22,
author = {Brian Belgodere and
Vijil Chenthamarakshan and
Payel Das and
Pierre L. Dognin and
Toby Kurien and
Igor Melnyk and
Youssef Mroueh and
Inkit Padhi and
Mattia Rigotti and
Jarret Ross and
Yair Schiff and
Richard A. Young},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Cloud-Based Real-Time Molecular Screening Platform with MolFormer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {641--644},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_47},
doi = {10.1007/978-3-031-26422-1\_47},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BelgodereCDDKMMPRRSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BerberidisLA22,
author = {Dimitris Berberidis and
Pierre J. Liang and
Leman Akoglu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Summarizing Labeled Multi-graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {53--68},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_4},
doi = {10.1007/978-3-031-26390-3\_4},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BerberidisLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BerenjiTN22,
author = {Amirhossein Berenji and
Zahra Taghiyarrenani and
Slawomir Nowaczyk},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {curr2vib: Modality Embedding Translation for Broken-Rotor Bar Detection},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {423--437},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_28},
doi = {10.1007/978-3-031-23633-4\_28},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BerenjiTN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BhumikaD22,
author = {Bhumika and
Debasis Das},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Deep Learning Based Urban Anomaly Prediction from Spatiotemporal Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {242--257},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_15},
doi = {10.1007/978-3-031-26387-3\_15},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BhumikaD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BiermannWTMP22,
author = {Henrik Biermann and
Franz{-}Georg Wieland and
Jens Timmer and
Daniel Memmert and
Ashwin Phatak},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Towards Expected Counter - Using Comprehensible Features to Predict
Counterattacks},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
pages = {3--13},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27527-2\_1},
doi = {10.1007/978-3-031-27527-2\_1},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BiermannWTMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BilajDM22,
author = {Steven Bilaj and
Sofien Dhouib and
Setareh Maghsudi},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Hypothesis Transfer in Bandits by Weighted Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {284--299},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_18},
doi = {10.1007/978-3-031-26412-2\_18},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BilajDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BjorklundMP22,
author = {Anton Bj{\"{o}}rklund and
Jarmo M{\"{a}}kel{\"{a}} and
Kai Puolam{\"{a}}ki},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{SLISEMAP:} Combining Supervised Dimensionality Reduction with Local
Explanations},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {612--616},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_41},
doi = {10.1007/978-3-031-26422-1\_41},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BjorklundMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BoidotALL22,
author = {Corentin Boidot and
Olivier Augereau and
Pierre De Loor and
Riwal Lefort},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Limits of {XAI} Application-Grounded Evaluation: An E-Sport Prediction
Example},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {452--466},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_30},
doi = {10.1007/978-3-031-23618-1\_30},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BoidotALL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BonenbergerESS22,
author = {Christopher M. A. Bonenberger and
Wolfgang Ertel and
Markus Schneider and
Friedhelm Schwenker},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Structured Nonlinear Discriminant Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {38--54},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_3},
doi = {10.1007/978-3-031-26387-3\_3},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BonenbergerESS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BrinkmeyerDBS22,
author = {Lukas Brinkmeyer and
Rafael R{\^{e}}go Drumond and
Johannes Burchert and
Lars Schmidt{-}Thieme},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Few-Shot Forecasting of Time-Series with Heterogeneous Channels},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {3--18},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_1},
doi = {10.1007/978-3-031-26422-1\_1},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BrinkmeyerDBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BunseMSS22,
author = {Mirko Bunse and
Alejandro Moreo and
Fabrizio Sebastiani and
Martin Senz},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Ordinal Quantification Through Regularization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {36--52},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_3},
doi = {10.1007/978-3-031-26419-1\_3},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BunseMSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BurginDAP22,
author = {Edward Burgin and
Sourav Dutta and
Haytham Assem and
Raj Nath Patel},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Cage: {A} Hybrid Framework for Closed-Domain Conversational Agents},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {636--640},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_46},
doi = {10.1007/978-3-031-26422-1\_46},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BurginDAP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CaldasS22,
author = {Francisco M. Caldas and
Cl{\'{a}}udia Soares},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {A Temporal Fusion Transformer for Long-Term Explainable Prediction
of Emergency Department Overcrowding},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {71--88},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_5},
doi = {10.1007/978-3-031-23618-1\_5},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CaldasS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CambrinCG22,
author = {Daniele Rege Cambrin and
Luca Colomba and
Paolo Garza},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Vision Transformers for Burned Area Delineation},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2022),
Grenoble, France, September 18-22, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3343},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3343/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CambrinCG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CaoJYFSS22,
author = {Qi Cao and
Renhe Jiang and
Chuang Yang and
Zipei Fan and
Xuan Song and
Ryosuke Shibasaki},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {453--468},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_28},
doi = {10.1007/978-3-031-26422-1\_28},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CaoJYFSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CarvalhoPZS22,
author = {Marcus de Carvalho and
Mahardhika Pratama and
Jie Zhang and
Yajuan Sun},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Class-Incremental Learning via Knowledge Amalgamation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {36--50},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_3},
doi = {10.1007/978-3-031-26409-2\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CarvalhoPZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CazzonelliK22,
author = {Lucas Cazzonelli and
Cedric Kulbach},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Detecting Anomalies with Autoencoders on Data Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {258--274},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_16},
doi = {10.1007/978-3-031-26387-3\_16},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CazzonelliK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChauCS22,
author = {Siu Lun Chau and
Mihai Cucuringu and
Dino Sejdinovic},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Spectral Ranking with Covariates},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {70--86},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_5},
doi = {10.1007/978-3-031-26419-1\_5},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChauCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChehbouneDKR22,
author = {Mohamed Alami Chehboune and
J{\'{e}}r{\'{e}}mie Decock and
Rim Kaddah and
Jesse Read},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Conv-NILM-Net, a Causal and Multi-appliance Model for Energy Source
Separation},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {207--222},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_15},
doi = {10.1007/978-3-031-23633-4\_15},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChehbouneDKR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenCZP22,
author = {Ninghan Chen and
Xihui Chen and
Zhiqiang Zhong and
Jun Pang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {The Burden of Being a Bridge: Analysing Subjective Well-Being of Twitter
Users During the {COVID-19} Pandemic},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {241--257},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_15},
doi = {10.1007/978-3-031-26390-3\_15},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenCZP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenLZBHS22,
author = {Ruibo Chen and
Wei Li and
Zhiyuan Zhang and
Ruihan Bao and
Keiko Harimoto and
Xu Sun},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Stock Trading Volume Prediction with Dual-Process Meta-Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {137--153},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_9},
doi = {10.1007/978-3-031-26422-1\_9},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenLZBHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenMMT22,
author = {Tianyi Chen and
Brian Matejek and
Michael Mitzenmacher and
Charalampos E. Tsourakakis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Algorithmic Tools for Understanding the Motif Structure of Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {3--19},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_1},
doi = {10.1007/978-3-031-26390-3\_1},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChenMMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenSG22,
author = {Yuzhou Chen and
Elena Sizikova and
Yulia R. Gel},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {TopoAttn-Nets: Topological Attention in Graph Representation Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {309--325},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_19},
doi = {10.1007/978-3-031-26390-3\_19},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChenSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenZYM22,
author = {Zheng Chen and
Lingwei Zhu and
Ziwei Yang and
Takashi Matsubara},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Automated Cancer Subtyping via Vector Quantization Mutual Information
Maximization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {88--103},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_6},
doi = {10.1007/978-3-031-26387-3\_6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenZYM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChesterDZT22,
author = {Andrew Chester and
Michael Dann and
Fabio Zambetta and
John Thangarajah},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Oracle-SAGE: Planning Ahead in Graph-Based Deep Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {52--67},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_4},
doi = {10.1007/978-3-031-26412-2\_4},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChesterDZT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChhikaraGS22,
author = {Prateek Chhikara and
Anil Goyal and
Chirag Sharma},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{\textdollar}{\textbackslash}mathtt \{RE{\textbackslash}text\{- \}Tagger\}{\textdollar}:
{A} Light-Weight Real-Estate Image Classifier},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {627--630},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_44},
doi = {10.1007/978-3-031-26422-1\_44},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChhikaraGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChuYLLJG22,
author = {Yabo Chu and
Enneng Yang and
Qiang Liu and
Yuting Liu and
Linying Jiang and
Guibing Guo},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Bi-directional Contrastive Distillation for Multi-behavior Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {491--507},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_30},
doi = {10.1007/978-3-031-26387-3\_30},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChuYLLJG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ClijmansRD22,
author = {Jeroen Clijmans and
Maaike Van Roy and
Jesse Davis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Looking Beyond the Past: Analyzing the Intrinsic Playing Style of
Soccer Teams},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {370--385},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_23},
doi = {10.1007/978-3-031-26422-1\_23},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ClijmansRD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CoeurdouxDC22,
author = {Florentin Coeurdoux and
Nicolas Dobigeon and
Pierre Chainais},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Learning Optimal Transport Between Two Empirical Distributions with
Normalizing Flows},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {275--290},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_17},
doi = {10.1007/978-3-031-26419-1\_17},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CoeurdouxDC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CompagnonLRM22,
author = {Paul Compagnon and
Aurore Lomet and
Marina Reyboz and
Martial Mermillod},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Domestic Hot Water Forecasting for Individual Housing with Deep Learning},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {223--235},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_16},
doi = {10.1007/978-3-031-23633-4\_16},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CompagnonLRM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CondevauxHM22,
author = {Charles Condevaux and
S{\'{e}}bastien Harispe and
St{\'{e}}phane Mussard},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Fair and Efficient Alternatives to Shapley-based Attribution Methods},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {309--324},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_19},
doi = {10.1007/978-3-031-26387-3\_19},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CondevauxHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ConsoliCPB22,
author = {Sergio Consoli and
Marco Colagrossi and
Francesco Panella and
Luca Barbaglia},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {On the Development of a European Tracker of Societal Issues and Economic
Activities Using Alternative Data},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {38--43},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_3},
doi = {10.1007/978-3-031-23633-4\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ConsoliCPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CuiXLSFG22,
author = {Tianyu Cui and
Gang Xiong and
Chang Liu and
Junzheng Shi and
Peipei Fu and
Gaopeng Gou},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{GALG:} Linking Addresses in Tracking Ecosystem Using Graph Autoencoder
with Link Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {270--285},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_17},
doi = {10.1007/978-3-031-26422-1\_17},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CuiXLSFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DagtekinD22,
author = {Onatkut Dagtekin and
Nina Dethlefs},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Multimodal Approach to Early Detection of Harmful Algal Blooms},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2022),
Grenoble, France, September 18-22, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3343},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3343/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DagtekinD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DamPFAA22,
author = {Tanmoy Dam and
Mahardhika Pratama and
Md Meftahul Ferdaus and
Sreenatha G. Anavatti and
Hussein A. Abbass},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Scalable Adversarial Online Continual Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {373--389},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_23},
doi = {10.1007/978-3-031-26409-2\_23},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DamPFAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DavariVR022,
author = {Narjes Davari and
Bruno Veloso and
Rita P. Ribeiro and
Jo{\~{a}}o Gama},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Fault Forecasting Using Data-Driven Modeling: {A} Case Study for Metro
do Porto Data Set},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {400--409},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_26},
doi = {10.1007/978-3-031-23633-4\_26},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DavariVR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DelobelleB22,
author = {Pieter Delobelle and
Bettina Berendt},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {FairDistillation: Mitigating Stereotyping in Language Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {638--654},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_37},
doi = {10.1007/978-3-031-26390-3\_37},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DelobelleB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DengKHBL22,
author = {Difan Deng and
Florian Karl and
Frank Hutter and
Bernd Bischl and
Marius Lindauer},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Efficient Automated Deep Learning for Time Series Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {664--680},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_40},
doi = {10.1007/978-3-031-26409-2\_40},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DengKHBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DengPRDSKMLSJ22,
author = {Shuwen Deng and
Paul Prasse and
David R. Reich and
Sabine Dziemian and
Maja Stegenwallner{-}Sch{\"{u}}tz and
Daniel Krakowczyk and
Silvia Makowski and
Nicolas Langer and
Tobias Scheffer and
Lena A. J{\"{a}}ger},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Detection of {ADHD} Based on Eye Movements During Natural Viewing},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {403--418},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_25},
doi = {10.1007/978-3-031-26422-1\_25},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DengPRDSKMLSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DengQQLX22,
author = {Zhengqiao Deng and
Shuang Qian and
Jing Qi and
Li Liu and
Bo Xu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Recognizing Non-small Cell Lung Cancer Subtypes by a Constraint-Based
Causal Network from {CT} Images},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {386--402},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_24},
doi = {10.1007/978-3-031-26422-1\_24},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DengQQLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DierckxDS22,
author = {Thomas Dierckx and
Jesse Davis and
Wim Schoutens},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Towards Data-Driven Volatility Modeling with Variational Autoencoders},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {97--111},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_8},
doi = {10.1007/978-3-031-23633-4\_8},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DierckxDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DionelisTY22,
author = {Nikolaos Dionelis and
Sotirios A. Tsaftaris and
Mehrdad Yaghoobi},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{FROB:} Few-Shot ROBust Model for Joint Classification and Out-of-Distribution
Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {137--153},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_9},
doi = {10.1007/978-3-031-26409-2\_9},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DionelisTY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Dominguez-Catena22,
author = {Iris Dominguez{-}Catena and
Daniel Paternain and
Mikel Galar},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Gender Stereotyping Impact in Facial Expression Recognition},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {9--22},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_1},
doi = {10.1007/978-3-031-23618-1\_1},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Dominguez-Catena22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongS22,
author = {Shuyu Dong and
Mich{\`{e}}le Sebag},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {From Graphs to DAGs: {A} Low-Complexity Model and a Scalable Algorithm},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {107--122},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_7},
doi = {10.1007/978-3-031-26419-1\_7},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DongS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DrefsGPL22,
author = {Jakob Drefs and
Enrico Guiraud and
Filippos Panagiotou and
J{\"{o}}rg L{\"{u}}cke},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Direct Evolutionary Optimization of Variational Autoencoders with
Binary Latents},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {357--372},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_22},
doi = {10.1007/978-3-031-26409-2\_22},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DrefsGPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuLYJW22,
author = {Yuntao Du and
Hongtao Luo and
Haiyang Yang and
Juan Jiang and
Chongjun Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {InCo: Intermediate Prototype Contrast for Unsupervised Domain Adaptation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {642--658},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_39},
doi = {10.1007/978-3-031-26387-3\_39},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DuLYJW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuanLJYLKM22,
author = {Yijun Duan and
Xin Liu and
Adam Jatowt and
Haitao Yu and
Steven J. Lynden and
Kyoung{-}Sook Kim and
Akiyoshi Matono},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Anonymity can Help Minority: {A} Novel Synthetic Data Over-Sampling
Strategy on Multi-label Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {20--36},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_2},
doi = {10.1007/978-3-031-26390-3\_2},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DuanLJYLKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuluardLPRV22,
author = {Pierre Duluard and
Xinqing Li and
Marc Plantevit and
C{\'{e}}line Robardet and
Romain Vuillemot},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Discovering and Visualizing Tactics in a Table Tennis Game Based on
Subgroup Discovery},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
pages = {101--112},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27527-2\_8},
doi = {10.1007/978-3-031-27527-2\_8},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DuluardLPRV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DunbarRCL22,
author = {Logan Dunbar and
Benjamin Rosman and
Anthony G. Cohn and
Matteo Leonetti},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Reducing the Planning Horizon Through Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {68--83},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_5},
doi = {10.1007/978-3-031-26412-2\_5},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DunbarRCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EappenJ22,
author = {Joe Eappen and
Suresh Jagannathan},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {DistSPECTRL: Distributing Specifications in Multi-Agent Reinforcement
Learning Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {233--250},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_15},
doi = {10.1007/978-3-031-26412-2\_15},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/EappenJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EnsingerSZTT22,
author = {Katharina Ensinger and
Friedrich Solowjow and
Sebastian Ziesche and
Michael Tiemann and
Sebastian Trimpe},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Structure-Preserving Gaussian Process Dynamics},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {140--156},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_9},
doi = {10.1007/978-3-031-26419-1\_9},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/EnsingerSZTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EvansB22,
author = {Callum Evans and
Hugo Barbosa},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {A Reinforcement Learning Algorithm for Fair Electoral Redistricting
in Parliamentary Systems},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {167--180},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_11},
doi = {10.1007/978-3-031-23618-1\_11},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/EvansB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FalknerTBS22,
author = {Jonas K. Falkner and
Daniela Thyssens and
Ahmad Bdeir and
Lars Schmidt{-}Thieme},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Learning to Control Local Search for Combinatorial Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {361--376},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_22},
doi = {10.1007/978-3-031-26419-1\_22},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FalknerTBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FanSN22,
author = {Yuantao Fan and
Hamid Sarmadi and
Slawomir Nowaczyk},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Incorporating Physics-Based Models into Data Driven Approaches for
Air Leak Detection in City Buses},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {438--450},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_29},
doi = {10.1007/978-3-031-23633-4\_29},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/FanSN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FengYX22,
author = {Xu Feng and
Wenjian Yu and
Yuyang Xie},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Pass-Efficient Randomized {SVD} with Boosted Accuracy},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {3--20},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_1},
doi = {10.1007/978-3-031-26387-3\_1},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/FengYX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FilocheACB22,
author = {Arthur Filoche and
Th{\'{e}}o Archambault and
Anastase Alexandre Charantonis and
Dominique B{\'{e}}r{\'{e}}ziat},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Statistics-Free Interpolation of Ocean Observations with Deep Spatio-Temporal
Prior (short paper)},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2022),
Grenoble, France, September 18-22, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3343},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3343/paper1.pdf},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/FilocheACB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FrancPY22,
author = {Vojtech Franc and
Daniel Prr{u}v{s}a and
Andrii Yermakov},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Consistent and Tractable Algorithm for Markov Network Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {435--451},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_27},
doi = {10.1007/978-3-031-26412-2\_27},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FrancPY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FreyMS22,
author = {Christian M. M. Frey and
Yunpu Ma and
Matthias Schubert},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{SEA:} Graph Shell Attention in Graph Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {326--343},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_20},
doi = {10.1007/978-3-031-26390-3\_20},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FreyMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GajekSR22,
author = {Carola Gajek and
Alexander Schiendorfer and
Wolfgang Reif},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Recommendation System for {CAD} Assembly Modeling Based on Graph
Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {457--473},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_28},
doi = {10.1007/978-3-031-26387-3\_28},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GajekSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GaoJZTM22,
author = {Ya Gao and
Shaoxiong Ji and
Tongxuan Zhang and
Prayag Tiwari and
Pekka Marttinen},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Contextualized Graph Embeddings for Adverse Drug Event Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {605--620},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_35},
doi = {10.1007/978-3-031-26390-3\_35},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GaoJZTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GaoLZ22,
author = {Hang Gao and
Jiangmeng Li and
Changwen Zheng},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Self-supervised Graph Learning with Segmented Graph Channels},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {293--308},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_18},
doi = {10.1007/978-3-031-26390-3\_18},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GaoLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GarciaSantaC22,
author = {Nuria Garc{\'{\i}}a{-}Santa and
Kendrick Cetina},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{AGG:} An Automated Genogram Generator by Discovering Information
in Clinical Texts},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {599--602},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_38},
doi = {10.1007/978-3-031-26422-1\_38},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GarciaSantaC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GengGCL22,
author = {Zhao Geng and
Ziqing Gao and
Tsai Chihsu and
Jiamin Lu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{CGPM:} Poverty Mapping Framework Based on Multi-Modal Geographic
Knowledge Integration and Macroscopic Social Network Mining},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {549--564},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_33},
doi = {10.1007/978-3-031-26419-1\_33},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GengGCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GergesBBDNW22,
author = {Firas Gerges and
Michel C. Boufadel and
Elie Bou{-}Zeid and
Ankit Darekar and
Hani Nassif and
Jason T. L. Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Bayesian Multi-head Convolutional Neural Networks with Bahdanau Attention
for Forecasting Daily Precipitation in Climate Change Monitoring},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {565--580},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_34},
doi = {10.1007/978-3-031-26419-1\_34},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GergesBBDNW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GhoshC22,
author = {Avishek Ghosh and
Sayak Ray Chowdhury},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Model Selection in Reinforcement Learning with General Function Approximations},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {148--164},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_10},
doi = {10.1007/978-3-031-26412-2\_10},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GhoshC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GhoshSR22,
author = {Avishek Ghosh and
Abishek Sankararaman and
Kannan Ramchandran},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Multi-agent Heterogeneous Stochastic Linear Bandits},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {300--316},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_19},
doi = {10.1007/978-3-031-26412-2\_19},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GhoshSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GiaiPT22,
author = {Enrico Giai and
Nicola Poeta and
David Turnbull},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Multi-modal Terminology Management - Corpora, Data Models, and Implementations
in TermStar},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {219--226},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_14},
doi = {10.1007/978-3-031-23618-1\_14},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GiaiPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GilhuberBM022,
author = {Sandra Gilhuber and
Max Berrendorf and
Yunpu Ma and
Thomas Seidl},
editor = {Daniel Kottke and
Georg Krempl and
Andreas Holzinger and
Barbara Hammer},
title = {Accelerating Diversity Sampling for Deep Active Learning By Low-Dimensional
Representations},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2022), Grenoble,
France, September 23, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3259},
pages = {43--48},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3259/ialatecml\_paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GilhuberBM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GoodgeHNN22,
author = {Adam Goodge and
Bryan Hooi and
See{-}Kiong Ng and
Wee Siong Ng},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{ARES:} Locally Adaptive Reconstruction-Based Anomaly Scoring},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {193--208},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_12},
doi = {10.1007/978-3-031-26387-3\_12},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GoodgeHNN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GoshtasbpourP22,
author = {Shirin Goshtasbpour and
Fernando P{\'{e}}rez{-}Cruz},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Optimization of Annealed Importance Sampling Hyperparameters},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {174--190},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_11},
doi = {10.1007/978-3-031-26419-1\_11},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GoshtasbpourP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GoyalDB22,
author = {Kshitij Goyal and
Sebastijan Dumancic and
Hendrik Blockeel},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {SaDe: Learning Models that Provably Satisfy Domain Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {410--425},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_25},
doi = {10.1007/978-3-031-26419-1\_25},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GoyalDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrabarczykR22,
author = {Magdalena Grabarczyk and
Krzysztof Rudas},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Shrinkage Estimators for Uplift Regression},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {524--537},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_35},
doi = {10.1007/978-3-031-23618-1\_35},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GrabarczykR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GranesePRMP22,
author = {Federica Granese and
Marine Picot and
Marco Romanelli and
Francesco Messina and
Pablo Piantanida},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{MEAD:} {A} Multi-Armed Approach for Evaluation of Adversarial Examples
Detectors},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {286--303},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_18},
doi = {10.1007/978-3-031-26409-2\_18},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GranesePRMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrineL22,
author = {Tito Grin{\'{e}} and
Carla Teixeira Lopes},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {A Social Media Tool for Domain-Specific Information Retrieval - {A}
Case Study in Human Trafficking},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {23--38},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_2},
doi = {10.1007/978-3-031-23618-1\_2},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GrineL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrzendaLW22,
author = {Maciej Grzenda and
Marcin Luckner and
Przemyslaw Wrona},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Urban Traveller Preference Miner: Modelling Transport Choices with
Survey Data Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {654--657},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_50},
doi = {10.1007/978-3-031-26422-1\_50},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GrzendaLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuoLTZWZ22,
author = {Yuhui Guo and
Xun Liang and
Hui Tang and
Xiangping Zheng and
Bo Wu and
Xuan Zhang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Charge Own Job: Saliency Map and Visual Word Encoder for Image-Level
Semantic Segmentation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {546--561},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_33},
doi = {10.1007/978-3-031-26409-2\_33},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuoLTZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuoPS22,
author = {Xiaotian Guo and
Andy D. Pimentel and
Todor P. Stefanov},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Hierarchical Design Space Exploration for Distributed {CNN} Inference
at the Edge},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {545--556},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_36},
doi = {10.1007/978-3-031-23618-1\_36},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GuoPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuptaVMG22,
author = {Rishabh Gupta and
Venktesh V and
Mukesh K. Mohania and
Vikram Goyal},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {'John Ate 5 Apples' != 'John Ate Some Apples': Self-supervised Paraphrase
Quality Detection for Algebraic Word Problems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {353--369},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_22},
doi = {10.1007/978-3-031-26422-1\_22},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuptaVMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GurumoorthyH22,
author = {Karthik S. Gurumoorthy and
Abhiraj Hinge},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Go Green: {A} Decision-Tree Framework to Select Optimal Box-Sizes
for Product Shipments},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {598--613},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_36},
doi = {10.1007/978-3-031-26419-1\_36},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GurumoorthyH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuyomardFGBT22,
author = {Victor Guyomard and
Fran{\c{c}}oise Fessant and
Thomas Guyet and
Tassadit Bouadi and
Alexandre Termier},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {VCNet: {A} Self-explaining Model for Realistic Counterfactual Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {437--453},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_27},
doi = {10.1007/978-3-031-26387-3\_27},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuyomardFGBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaabDM22,
author = {Jonathan Haab and
Nicolas Deutschmann and
Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Is Attention Interpretation? {A} Quantitative Assessment on Sets},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {303--321},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_21},
doi = {10.1007/978-3-031-23618-1\_21},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HaabDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaasH22,
author = {Stefan Haas and
Eyke H{\"{u}}llermeier},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Prescriptive Machine Learning Approach for Assessing Goodwill in
the Automotive Domain},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {170--184},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_11},
doi = {10.1007/978-3-031-26422-1\_11},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HaasH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HakertCC22,
author = {Christian Hakert and
Kuan{-}Hsun Chen and
Jian{-}Jia Chen},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Immediate Split Trees: Immediate Encoding of Floating Point Split
Values in Random Forests},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {531--546},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_32},
doi = {10.1007/978-3-031-26419-1\_32},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HakertCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HamidiO22,
author = {Massinissa Hamidi and
Aomar Osmani},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Context Abstraction to Improve Decentralized Machine Learning in Structured
Sensing Environments},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {647--663},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_39},
doi = {10.1007/978-3-031-26409-2\_39},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HamidiO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HanFLW22,
author = {Hongfeng Han and
Nanyi Fei and
Zhiwu Lu and
Ji{-}Rong Wen},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Supervised Contrastive Learning for Few-Shot Action Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {512--528},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_31},
doi = {10.1007/978-3-031-26409-2\_31},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HanFLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaoTSCCRLW22,
author = {Junheng Hao and
Lu{-}An Tang and
Yizhou Sun and
Zhengzhang Chen and
Haifeng Chen and
Junghwan Rhee and
Zhichuan Li and
Wei Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Multi-source Inductive Knowledge Graph Transfer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {155--171},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_10},
doi = {10.1007/978-3-031-26390-3\_10},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HaoTSCCRLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HazraDM22,
author = {Rima Hazra and
Arpit Dwivedi and
Animesh Mukherjee},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Is This Bug Severe? {A} Text-Cum-Graph Based Model for Bug Severity
Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {236--252},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_15},
doi = {10.1007/978-3-031-26422-1\_15},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HazraDM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HeHLCW22,
author = {Ming He and
Xinlei Hu and
Changshu Li and
Xin Chen and
Jiwen Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Mitigating Confounding Bias for Recommendation via Counterfactual
Inference},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {524--540},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_32},
doi = {10.1007/978-3-031-26387-3\_32},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HeHLCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HebbalaguppeGPKA22,
author = {Ramya Hebbalaguppe and
Soumya Suvra Ghosal and
Jatin Prakash and
Harshad Khadilkar and
Chetan Arora},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Novel Data Augmentation Technique for Out-of-Distribution Sample
Detection Using Compounded Corruptions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {529--545},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_32},
doi = {10.1007/978-3-031-26409-2\_32},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HebbalaguppeGPKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HerdeHMGS22,
author = {Marek Herde and
Denis Huseljic and
Jelena Mitrovic and
Michael Granitzer and
Bernhard Sick},
editor = {Daniel Kottke and
Georg Krempl and
Andreas Holzinger and
Barbara Hammer},
title = {A Concept for Automated Polarized Web Content Annotation based on
Multimodal Active Learning},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2022), Grenoble,
France, September 23, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3259},
pages = {1--6},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3259/ialatecml\_paper1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HerdeHMGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HsuTC22,
author = {Tzu{-}Hsuan Hsu and
Yu{-}Chee Tseng and
Jen{-}Jee Chen},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Graph Attention Transformer for Unsupervised Multivariate Time Series
Anomaly Detection},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2022),
Grenoble, France, September 18-22, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3343},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3343/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HsuTC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuBA22,
author = {Hao Hu and
Federico Baldassarre and
Hossein Azizpour},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Learnable Masked Tokens for Improved Transferability of Self-supervised
Vision Transformers},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {409--426},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_25},
doi = {10.1007/978-3-031-26409-2\_25},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HuBA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangCZSLZYHYW22,
author = {Zeren Huang and
Wenhao Chen and
Weinan Zhang and
Chuhan Shi and
Furui Liu and
Hui{-}Ling Zhen and
Mingxuan Yuan and
Jianye Hao and
Yong Yu and
Jun Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Branch Ranking for Efficient Mixed-Integer Programming via Offline
Ranking-Based Policy Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {377--392},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_23},
doi = {10.1007/978-3-031-26419-1\_23},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HuangCZSLZYHYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangLK22,
author = {Zhanliang Huang and
Yunwen Lei and
Ata Kab{\'{a}}n},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Noise-Efficient Learning of Differentially Private Partitioning Machine
Ensembles},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {587--603},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_36},
doi = {10.1007/978-3-031-26412-2\_36},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangMLSC22,
author = {Qiang Huang and
Jing Ma and
Jundong Li and
Huiyan Sun and
Yi Chang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {SemiITE: Semi-supervised Individual Treatment Effect Estimation via
Disagreement-Based Co-training},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {400--417},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_25},
doi = {10.1007/978-3-031-26412-2\_25},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangMLSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangPMP22,
author = {Tianjin Huang and
Yulong Pei and
Vlado Menkovski and
Mykola Pechenizkiy},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Hop-Count Based Self-supervised Anomaly Detection on Attributed Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {225--241},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_14},
doi = {10.1007/978-3-031-26387-3\_14},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangPMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangZHRFB22,
author = {Yiran Huang and
Yexu Zhou and
Michael Hefenbrock and
Till Riedel and
Likun Fang and
Michael Beigl},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Automatic Feature Engineering Through Monte Carlo Tree Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {581--598},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_35},
doi = {10.1007/978-3-031-26409-2\_35},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangZHRFB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/IbrahimPM22,
author = {Shibal Ibrahim and
Natalia Ponomareva and
Rahul Mazumder},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Newer is Not Always Better: Rethinking Transferability Metrics, Their
Peculiarities, Stability and Performance},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {693--709},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_42},
doi = {10.1007/978-3-031-26387-3\_42},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/IbrahimPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/IshizukaM22,
author = {Haruya Ishizuka and
Daichi Mochihashi},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Nonparametric Bayesian Deep Visualization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {121--137},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_8},
doi = {10.1007/978-3-031-26387-3\_8},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/IshizukaM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JacobsYGS22,
author = {Tobias Jacobs and
Jingyi Yu and
Julia Gastinger and
Timo Sztyler},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {ProcK: Machine Learning for Knowledge-Intensive Processes},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {107--121},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_7},
doi = {10.1007/978-3-031-26390-3\_7},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JacobsYGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JakubikSHVK22,
author = {Johannes Jakubik and
Jakob Sch{\"{o}}ffer and
Vincent Hoge and
Michael V{\"{o}}ssing and
Niklas K{\"{u}}hl},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI
Decision-Making},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {353--368},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_24},
doi = {10.1007/978-3-031-23618-1\_24},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JakubikSHVK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JamshidiNFR22,
author = {Samaneh Jamshidi and
Slawomir Nowaczyk and
Hadi Fanaee{-}T and
Mahmoud Rahat},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {A Systematic Approach for Tracking the Evolution of {XAI} as a Field
of Research},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {461--476},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_31},
doi = {10.1007/978-3-031-23633-4\_31},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JamshidiNFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangZB22,
author = {Keyuan Jiang and
Minghao Zhu and
Gordon R. Bernard},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Few-Shot Learning for Identification of {COVID-19} Symptoms Using
Generative Pre-trained Transformer Language Models},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {307--316},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_21},
doi = {10.1007/978-3-031-23633-4\_21},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangZSJHW22,
author = {Xinyu Jiang and
Qi Zhang and
Chongyang Shi and
Kaiying Jiang and
Liang Hu and
Shoujin Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {An Ion Exchange Mechanism Inspired Story Ending Generator for Different
Characters},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {553--570},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_32},
doi = {10.1007/978-3-031-26390-3\_32},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangZSJHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JingZZYT22,
author = {Mengyuan Jing and
Yanmin Zhu and
Tianzi Zang and
Jiadi Yu and
Feilong Tang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Graph Contrastive Learning with Adaptive Augmentation for Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {590--605},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_36},
doi = {10.1007/978-3-031-26387-3\_36},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JingZZYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Jobson22,
author = {Deddy Jobson},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Estimating the Impact of Coupon Non-usage},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {517--523},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_34},
doi = {10.1007/978-3-031-23618-1\_34},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Jobson22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JulkaKGLA22,
author = {Sahib Julka and
Nikolas Kirschstein and
Michael Granitzer and
Alexander Lavrukhin and
Ute V. Amerstorfer},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Deep Active Learning for Detection of Mercury's Bow Shock and Magnetopause
Crossings},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {452--467},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_28},
doi = {10.1007/978-3-031-26412-2\_28},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JulkaKGLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JungK22,
author = {Steffen Jung and
Margret Keuper},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Learning to Solve Minimum Cost Multicuts Efficiently Using Edge-Weighted
Graph Convolutional Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {485--501},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_28},
doi = {10.1007/978-3-031-26390-3\_28},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JungK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KamalVPR22,
author = {Ataollah Kamal and
Elouan Vincent and
Marc Plantevit and
C{\'{e}}line Robardet},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Improving the Quality of Rule-Based {GNN} Explanations},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {467--482},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_31},
doi = {10.1007/978-3-031-23618-1\_31},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KamalVPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Kara-IsittST22,
author = {Fawzia Zehra Kara{-}Isitt and
Stephen Swift and
Allan Tucker},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Intelligently Detecting Information Online-Weaponisation Trends {(IDIOT)}},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {197--214},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_13},
doi = {10.1007/978-3-031-23618-1\_13},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Kara-IsittST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KaramiMML22,
author = {Mansooreh Karami and
Ahmadreza Mosallanezhad and
Michelle V. Mancenido and
Huan Liu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {"Let's Eat Grandma": Does Punctuation Matter in Sentence Representation?},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {588--604},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_34},
doi = {10.1007/978-3-031-26390-3\_34},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KaramiMML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KasmiDSB22,
author = {Gabriel Kasmi and
Laurent Dubus and
Yves{-}Marie Saint{-}Drenan and
Philippe Blanc},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {DeepSolar Tracker: Towards Unsupervised Assessment with Open-Source
Data of the Accuracy of Deep Learning-Based Distributed {PV} Mapping},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2022),
Grenoble, France, September 18-22, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3343},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3343/paper6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KasmiDSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KawintiranonS22,
author = {Kornraphop Kawintiranon and
Lisa Singh},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {DeMis: Data-Efficient Misinformation Detection Using Reinforcement
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {224--240},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_14},
doi = {10.1007/978-3-031-26390-3\_14},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KawintiranonS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KeramatiTZGAW22,
author = {Mahsa Keramati and
Mohammad A. Tayebi and
Zahra Zohrevand and
Uwe Gl{\"{a}}sser and
Juan Anzieta and
Glyn Williams{-}Jones},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Cubism: Co-balanced Mixup for Unsupervised Volcano-Seismic Knowledge
Transfer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {581--597},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_35},
doi = {10.1007/978-3-031-26419-1\_35},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KeramatiTZGAW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KiossouSNH22,
author = {Harold Silv{\`{e}}re Kiossou and
Pierre Schaus and
Siegfried Nijssen and
Vinas{\'{e}}tan Ratheil Houndji},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Time Constrained {DL8.5} Using Limited Discrepancy Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {443--459},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_27},
doi = {10.1007/978-3-031-26419-1\_27},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KiossouSNH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KlabundeL22,
author = {Max Klabunde and
Florian Lemmerich},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {On the Prediction Instability of Graph Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {187--202},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_12},
doi = {10.1007/978-3-031-26409-2\_12},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KlabundeL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KochsiekNG22,
author = {Adrian Kochsiek and
Fritz Niesel and
Rainer Gemulla},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Start Small, Think Big: On Hyperparameter Optimization for Large-Scale
Knowledge Graph Embeddings},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {138--154},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_9},
doi = {10.1007/978-3-031-26390-3\_9},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KochsiekNG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KoeblerGBT22,
author = {Alexander Koebler and
Ralf Gross and
Florian Buettner and
Ingo Thon},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Grasping Partially Occluded Objects Using Autoencoder-Based Point
Cloud Inpainting},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {219--235},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_14},
doi = {10.1007/978-3-031-26422-1\_14},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KoeblerGBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KottkeSKS22,
author = {Daniel Kottke and
Christoph Sandrock and
Georg Krempl and
Bernhard Sick},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Stopping Criterion for Transductive Active Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {468--484},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_29},
doi = {10.1007/978-3-031-26412-2\_29},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KottkeSKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KressHHWAH022,
author = {Fabian Kre{\ss} and
Julian H{\"{o}}fer and
Tim Hotfilter and
Iris Walter and
El Mahdi El Annabi and
Tanja Harbaum and
J{\"{u}}rgen Becker},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Automated Search for Deep Neural Network Inference Partitioning on
Embedded {FPGA}},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {557--568},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_37},
doi = {10.1007/978-3-031-23618-1\_37},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KressHHWAH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuratomiPPLT22,
author = {Alejandro Kuratomi and
Evaggelia Pitoura and
Panagiotis Papapetrou and
Tony Lindgren and
Panayiotis Tsaparas},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Measuring the Burden of (Un)fairness Using Counterfactuals},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {402--417},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_27},
doi = {10.1007/978-3-031-23618-1\_27},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KuratomiPPLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LambruschiniBZ22,
author = {Braulio C. Blanco Lambruschini and
Mats Brorsson and
Maciej Zurad},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Auto-clustering of Financial Reports Based on Formatting Style and
Author's Fingerprint},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {112--127},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_9},
doi = {10.1007/978-3-031-23633-4\_9},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LambruschiniBZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeTH22,
author = {Xuan{-}May Thi Le and
Minh{-}Tuan Tran and
Van{-}Nam Huynh},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Learning Perceptual Position-Aware Shapelets for Time Series Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {53--69},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_4},
doi = {10.1007/978-3-031-26422-1\_4},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LeTH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LebmeierAH22,
author = {Elisabeth Lebmeier and
Matthias A{\ss}enmacher and
Christian Heumann},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {On the Current State of Reproducibility and Reporting of Uncertainty
for Aspect-Based Sentiment Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {537--552},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_31},
doi = {10.1007/978-3-031-26390-3\_31},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LebmeierAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeeTP22,
author = {Zed Lee and
Marco Trincavelli and
Panagiotis Papapetrou},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Finding Local Groupings of Time Series},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {70--86},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_5},
doi = {10.1007/978-3-031-26422-1\_5},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LeeTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeeuwOHK22,
author = {Arie{-}Willem de Leeuw and
Tobias Oberkofler and
Mathieu Heijboer and
Arno J. Knobbe},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Athlete Monitoring in Professional Road Cycling Using Similarity Search
on Time Series Data},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
pages = {115--126},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27527-2\_9},
doi = {10.1007/978-3-031-27527-2\_9},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LeeuwOHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeithI22,
author = {Douglas J. Leith and
George Iosifidis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Penalized {FTRL} with Time-Varying Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {311--326},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_19},
doi = {10.1007/978-3-031-26419-1\_19},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LeithI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiDFZ22,
author = {Chengyin Li and
Zheng Dong and
Nathan Fisher and
Dongxiao Zhu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Coupling User Preference with External Rewards to Enable Driver-centered
and Resource-aware {EV} Charging Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {3--19},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_1},
doi = {10.1007/978-3-031-26412-2\_1},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiDFZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiHWZZL22,
author = {Guoyi Li and
Jingyuan Hu and
Yulei Wu and
Xiaodan Zhang and
Wei Zhou and
Honglei Lyu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Heterogeneous Propagation Graph Model for Rumor Detection Under
the Relationship Among Multiple Propagation Subtrees},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {207--223},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_13},
doi = {10.1007/978-3-031-26390-3\_13},
timestamp = {Sun, 23 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiHWZZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiL22,
author = {Junfan Li and
Shizhong Liao},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Improved Regret Bounds for Online Kernel Selection Under Bandit Feedback},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {333--348},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_21},
doi = {10.1007/978-3-031-26412-2\_21},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiWLW22,
author = {Jian Li and
Bojian Wei and
Yong Liu and
Weiping Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Non-IID Distributed Learning with Optimal Mixture Weights},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {539--554},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_33},
doi = {10.1007/978-3-031-26412-2\_33},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiWLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiXKZDC22,
author = {Yuchen Li and
Haoyi Xiong and
Linghe Kong and
Rui Zhang and
Dejing Dou and
Guihai Chen},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Meta Hierarchical Reinforced Learning to Rank for Recommendation:
{A} Comprehensive Study in MOOCs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {302--317},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_19},
doi = {10.1007/978-3-031-26422-1\_19},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiXKZDC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiY22,
author = {Wenye Li and
Fangchen Yu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Calibrating Distance Metrics Under Uncertainty},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {219--234},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_14},
doi = {10.1007/978-3-031-26409-2\_14},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiZBHS22,
author = {Lei Li and
Zhiyuan Zhang and
Ruihan Bao and
Keiko Harimoto and
Xu Sun},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Distributional Correlation-Aware Knowledge Distillation for Stock
Trading Volume Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {105--120},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_7},
doi = {10.1007/978-3-031-26422-1\_7},
timestamp = {Sat, 09 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiZBHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiZWZ22,
author = {Zhixin Li and
Jianwei Zhu and
Jiahui Wei and
Yufei Zeng},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Fine-Grained Bidirectional Attention-Based Generative Networks for
Image-Text Matching},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {390--406},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_24},
doi = {10.1007/978-3-031-26409-2\_24},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiZXTZZHX22,
author = {Shuokai Li and
Yongchun Zhu and
Ruobing Xie and
Zhenwei Tang and
Zhao Zhang and
Fuzhen Zhuang and
Qing He and
Hui Xiong},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Customized Conversational Recommender Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {740--756},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_43},
doi = {10.1007/978-3-031-26390-3\_43},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiZXTZZHX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LienLW22,
author = {Yun{-}Hsuan Lien and
Yu{-}Syuan Lin and
Yu{-}Shuen Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Uncertainty Awareness for Predicting Noisy Stock Price Movements},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {154--169},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_10},
doi = {10.1007/978-3-031-26422-1\_10},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LienLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LingCZ22,
author = {Chen Ling and
Hengning Cao and
Liang Zhao},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{STGEN:} Deep Continuous-Time Spatiotemporal Graph Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {340--356},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_21},
doi = {10.1007/978-3-031-26409-2\_21},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LingCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LingSTK22,
author = {Jiajing Ling and
Arambam James Singh and
Nguyen Duc Thien and
Akshat Kumar},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Constrained Multiagent Reinforcement Learning for Large Agent Population},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {183--199},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_12},
doi = {10.1007/978-3-031-26412-2\_12},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LingSTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LingamSERIS22,
author = {Vijay Lingam and
Manan Sharma and
Chanakya Ekbote and
Rahul Ragesh and
Arun Iyer and
Sundararajan Sellamanickam},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Piece-Wise Polynomial Filtering Approach for Graph Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {412--452},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_25},
doi = {10.1007/978-3-031-26390-3\_25},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LingamSERIS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuWHYX22,
author = {Juncheng Liu and
Yiwei Wang and
Bryan Hooi and
Renchi Yang and
Xiaokui Xiao},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{LSCALE:} Latent Space Clustering-Based Active Learning for Node Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {55--70},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_4},
doi = {10.1007/978-3-031-26387-3\_4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuWHYX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuYSLLSYF22,
author = {Xin Liu and
Mingyu Yan and
Shuhan Song and
Zhengyang Lv and
Wenming Li and
Guangyu Sun and
Xiaochun Ye and
Dongrui Fan},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {GNNSampler: Bridging the Gap Between Sampling Algorithms of {GNN}
and Hardware},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {498--514},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_30},
doi = {10.1007/978-3-031-26419-1\_30},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuYSLLSYF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuZMTDH22,
author = {Chuang Liu and
Yibing Zhan and
Xueqi Ma and
Dapeng Tao and
Bo Du and
Wenbin Hu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Masked Graph Auto-Encoder Constrained Graph Pooling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {377--393},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_23},
doi = {10.1007/978-3-031-26390-3\_23},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuZMTDH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LopardoGPO22,
author = {Gianluigi Lopardo and
Damien Garreau and
Fr{\'{e}}d{\'{e}}ric Precioso and
Greger Ottosson},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{SMACE:} {A} New Method for the Interpretability of Composite Decision
Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {325--339},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_20},
doi = {10.1007/978-3-031-26387-3\_20},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LopardoGPO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LopoJP22,
author = {R{\'{u}}ben X. L{\^{o}}po and
Al{\'{\i}}pio M. Jorge and
Maria Pedroto},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Geovisualisation Tools for Reporting and Monitoring Transthyretin-Associated
Familial Amyloid Polyneuropathy Disease},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {103--118},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_7},
doi = {10.1007/978-3-031-23618-1\_7},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LopoJP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaLLC22,
author = {Zichen Ma and
Yu Lu and
Wenye Li and
Shuguang Cui},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Beyond Random Selection: {A} Perspective from Model Inversion in Personalized
Federated Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {572--586},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_35},
doi = {10.1007/978-3-031-26412-2\_35},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MadhusudhananBDBS22,
author = {Kiran Madhusudhanan and
Johannes Burchert and
Nghia Duong{-}Trung and
Stefan Born and
Lars Schmidt{-}Thieme},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {U-Net Inspired Transformer Architecture for Far Horizon Time Series
Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {36--52},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_3},
doi = {10.1007/978-3-031-26422-1\_3},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MadhusudhananBDBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaekawaSFO22,
author = {Seiji Maekawa and
Yuya Sasaki and
George Fletcher and
Makoto Onizuka},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{GNN} Transformation Framework for Improving Efficiency and Scalability},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {360--376},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_22},
doi = {10.1007/978-3-031-26390-3\_22},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaekawaSFO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaekawaSFO22a,
author = {Seiji Maekawa and
Yuya Sasaki and
George Fletcher and
Makoto Onizuka},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Benchmarking GNNs with GenCAT Workbench},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {607--611},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_40},
doi = {10.1007/978-3-031-26422-1\_40},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaekawaSFO22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MahmoodACRS22,
author = {Md. Tareq Mahmood and
Mohammed Eunus Ali and
Muhammad Aamir Cheema and
Syed Md. Mukit Rashid and
Timos Sellis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {PathOracle: {A} Deep Learning Based Trip Planner for Daily Commuters},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {571--586},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_35},
doi = {10.1007/978-3-031-26422-1\_35},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MahmoodACRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MalhotraS22,
author = {Sagar Malhotra and
Luciano Serafini},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {On Projectivity in Markov Logic Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {223--238},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_14},
doi = {10.1007/978-3-031-26419-1\_14},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MalhotraS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ManchandaMDA22,
author = {Sahil Manchanda and
Sofia Michel and
Darko Drakulic and
Jean{-}Marc Andreoli},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {On the Generalization of Neural Combinatorial Optimization Heuristics},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {426--442},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_26},
doi = {10.1007/978-3-031-26419-1\_26},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ManchandaMDA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ManerbaM22,
author = {Marta Marchiori Manerba and
Virginia Morini},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Exposing Racial Dialect Bias in Abusive Language Detection: Can Explainability
Play a Role?},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {483--497},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_32},
doi = {10.1007/978-3-031-23618-1\_32},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ManerbaM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MarjaniKG22,
author = {Aymen Al Marjani and
Tom{\'{a}}{\v{s}} Koc{\'{a}}k and
Aur{\'{e}}lien Garivier},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {On the Complexity of All {\(\epsilon\)}-Best Arms Identification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {317--332},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_20},
doi = {10.1007/978-3-031-26412-2\_20},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MarjaniKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MartonoO22,
author = {Niken Prasasti Martono and
Hayato Ohwada},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Financial Distress Model Prediction Using Machine Learning: {A} Case
Study on Indonesia's Consumers Cyclical Companies},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {53--61},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_5},
doi = {10.1007/978-3-031-23633-4\_5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MartonoO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MassiddaB22,
author = {Riccardo Massidda and
Davide Bacciu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Knowledge-Driven Interpretation of Convolutional Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {356--371},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_22},
doi = {10.1007/978-3-031-26387-3\_22},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MassiddaB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MathelinDMV22,
author = {Antoine de Mathelin and
Fran{\c{c}}ois Deheeger and
Mathilde Mougeot and
Nicolas Vayatis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Fast and Accurate Importance Weighting for Correcting Sample Bias},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {659--674},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_40},
doi = {10.1007/978-3-031-26387-3\_40},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MathelinDMV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaziarkaNWB22,
author = {Lukasz Maziarka and
Aleksandra Nowak and
Maciej Wolczyk and
Andrzej Bedychaj},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {On the Relationship Between Disentanglement and Multi-task Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {625--641},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_38},
doi = {10.1007/978-3-031-26387-3\_38},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaziarkaNWB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/McCarthyTCRJZ22,
author = {Conor McCarthy and
Panagiotis Tampakis and
Marco Chiarandini and
Morten Bredsgaard Randers and
Stefan J{\"{a}}nicke and
Arthur Zimek},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Analyzing Passing Sequences for the Prediction of Goal-Scoring Opportunities},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
pages = {27--40},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27527-2\_3},
doi = {10.1007/978-3-031-27527-2\_3},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/McCarthyTCRJZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MertensH22,
author = {Tom Mertens and
Marwan Hassani},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Can we Learn from Outliers? Unsupervised Optimization of Intelligent
Vehicle Traffic Management Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {521--537},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_32},
doi = {10.1007/978-3-031-26422-1\_32},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MertensH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MignoneMC22,
author = {Paolo Mignone and
Donato Malerba and
Michelangelo Ceci},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Anomaly Detection for Physical Threat Intelligence},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {281--292},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_20},
doi = {10.1007/978-3-031-23618-1\_20},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MignoneMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MihelcicS22,
author = {Matej Mihelcic and
Tomislav Smuc},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Rules, Subgroups and Redescriptions as Features in Classification
Tasks},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {248--260},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_17},
doi = {10.1007/978-3-031-23618-1\_17},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MihelcicS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MikamiFMSKSMH22,
author = {Hiroaki Mikami and
Kenji Fukumizu and
Shogo Murai and
Shuji Suzuki and
Yuta Kikuchi and
Taiji Suzuki and
Shin{-}ichi Maeda and
Kohei Hayashi},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Scaling Law for Syn2real Transfer: How Much Is Your Pre-training
Effective?},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {477--492},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_29},
doi = {10.1007/978-3-031-26409-2\_29},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MikamiFMSKSMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MilaniZTSKPF22,
author = {Stephanie Milani and
Zhicheng Zhang and
Nicholay Topin and
Zheyuan Ryan Shi and
Charles A. Kamhoua and
Evangelos E. Papalexakis and
Fei Fang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{MAVIPER:} Learning Decision Tree Policies for Interpretable Multi-agent
Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {251--266},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_16},
doi = {10.1007/978-3-031-26412-2\_16},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MilaniZTSKPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MinZZFY22,
author = {Xu Min and
Xiaolu Zhang and
Jun Zhou and
Changxun Fan and
Junlin Yu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{TAMOR:} Tier-Aware Multi-objective Recommendation for Ant Fortune
Financial Marketing},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {603--606},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_39},
doi = {10.1007/978-3-031-26422-1\_39},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MinZZFY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MoFXD22,
author = {Zhaobin Mo and
Yongjie Fu and
Daran Xu and
Xuan Di},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {TrafficFlowGAN: Physics-Informed Flow Based Generative Adversarial
Network for Uncertainty Quantification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {323--339},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_20},
doi = {10.1007/978-3-031-26409-2\_20},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MoFXD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MochaourabSGP22,
author = {Rami Mochaourab and
Sugandh Sinha and
Stanley Greenstein and
Panagiotis Papapetrou},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Demonstrator on Counterfactual Explanations for Differentially Private
Support Vector Machines},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {662--666},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_52},
doi = {10.1007/978-3-031-26422-1\_52},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MochaourabSGP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MohrVLR22,
author = {Felix Mohr and
Tom J. Viering and
Marco Loog and
Jan N. van Rijn},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{LCDB} 1.0: An Extensive Learning Curves Database for Classification
Tasks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {3--19},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_1},
doi = {10.1007/978-3-031-26419-1\_1},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MohrVLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MontariolMPPKLV22,
author = {Syrielle Montariol and
Matej Martinc and
Andraz Pelicon and
Senja Pollak and
Boshko Koloski and
Igor Loncarski and
Aljosa Valentincic and
Katarina Sitar Sustar and
Riste Ichev and
Martin Znidarsic},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Multi-task Learning for Features Extraction in Financial Annual Reports},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {7--24},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_1},
doi = {10.1007/978-3-031-23633-4\_1},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MontariolMPPKLV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MorvillierPA22,
author = {Rapha{\"{e}}l Morvillier and
Christophe Prat and
Saifeddine Aloui},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Camera-Based System to Detect Driver Hands on the Steering Wheel
in Semi-autonomous Vehicles},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {617--621},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_42},
doi = {10.1007/978-3-031-26422-1\_42},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MorvillierPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MullerESJWNLHM22,
author = {Benedikt Tobias M{\"{u}}ller and
Marvin Ender and
Jan Erik Swiadek and
Mengcheng Jin and
Simon Winkel and
Dominik Niedziela and
Bin Li and
Jelle H{\"{u}}ntelmann and
Emmanuel M{\"{u}}ller},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{ADEPT:} Anomaly Detection, Explanation and Processing for Time Series
with a Focus on Energy Consumption Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {622--626},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_43},
doi = {10.1007/978-3-031-26422-1\_43},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MullerESJWNLHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MylonasMBT22,
author = {Nikolaos Mylonas and
Ioannis Mollas and
Nick Bassiliades and
Grigorios Tsoumakas},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Local Multi-label Explanations for Random Forest},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {369--384},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_25},
doi = {10.1007/978-3-031-23618-1\_25},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MylonasMBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NadeemV22,
author = {Azqa Nadeem and
Sicco Verwer},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{SECLEDS:} Sequence Clustering in Evolving Data Streams via Multiple
Medoids and Medoid Voting},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {157--173},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_10},
doi = {10.1007/978-3-031-26387-3\_10},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NadeemV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NaiSPGM22,
author = {Roberto Nai and
Emilio Sulis and
Paolo Pasteris and
Mirko Giunta and
Rosa Meo},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Exploitation and Merge of Information Sources for Public Procurement
Improvement},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {89--102},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_6},
doi = {10.1007/978-3-031-23618-1\_6},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NaiSPGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NaikCRTP22,
author = {Cian Naik and
Fran{\c{c}}ois Caron and
Judith Rousseau and
Yee Whye Teh and
Konstantina Palla},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Bayesian Nonparametrics for Sparse Dynamic Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {191--206},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_12},
doi = {10.1007/978-3-031-26419-1\_12},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NaikCRTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NghiemVD22,
author = {Nguyen{-}Viet{-}Dung Nghiem and
Christel Vrain and
Thi{-}Bich{-}Hanh Dao},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Knowledge Integration in Deep Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {174--190},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_11},
doi = {10.1007/978-3-031-26387-3\_11},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NghiemVD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NickersonTKSRHH22,
author = {Kyle L. Nickerson and
Terrence S. Tricco and
Antonina Kolokolova and
Farzaneh Shoeleh and
Charles Robertson and
John Hawkin and
Ting Hu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Banksformer: {A} Deep Generative Model for Synthetic Transaction Sequences},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {121--136},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_8},
doi = {10.1007/978-3-031-26422-1\_8},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NickersonTKSRHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NowakJ22,
author = {Aleksandra Nowak and
Romuald A. Janik},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Discovering Wiring Patterns Influencing Neural Network Performance},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {631--646},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_38},
doi = {10.1007/978-3-031-26409-2\_38},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NowakJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NuytsDMD22,
author = {Loren Nuyts and
Laurens Devos and
Wannes Meert and
Jesse Davis},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Bitpaths: Compressing Datasets Without Decreasing Predictive Performance},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {261--268},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_18},
doi = {10.1007/978-3-031-23618-1\_18},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NuytsDMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ONeillDA22,
author = {James O'Neill and
Sourav Dutta and
Haytham Assem},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Self-distilled Pruning of Deep Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {655--670},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_38},
doi = {10.1007/978-3-031-26390-3\_38},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ONeillDA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ObaTSW22,
author = {Yuki Oba and
Taro Tezuka and
Masaru Sanuki and
Yukiko Wagatsuma},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Interpretations of Predictive Models for Lifestyle-related Diseases
at Multiple Time Intervals},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {293--308},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_18},
doi = {10.1007/978-3-031-26387-3\_18},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ObaTSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OettershagenKI22,
author = {Lutz Oettershagen and
Athanasios L. Konstantinidis and
Giuseppe F. Italiano},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Inferring Tie Strength in Temporal Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {69--85},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_5},
doi = {10.1007/978-3-031-26390-3\_5},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/OettershagenKI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OkawaSYN22,
author = {Yoshihiro Okawa and
Tomotake Sasaki and
Hitoshi Yanami and
Toru Namerikawa},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Safe Exploration Method for Reinforcement Learning Under Existence
of Disturbance},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {132--147},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_9},
doi = {10.1007/978-3-031-26412-2\_9},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/OkawaSYN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OsterwindDVH22,
author = {Adrian Osterwind and
Julian Droste{-}Rehling and
Manoj Rohit Vemparala and
Domenik Helms},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Hardware Execution Time Prediction for Neural Network Layers},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {582--593},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_39},
doi = {10.1007/978-3-031-23618-1\_39},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/OsterwindDVH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PalmeW22,
author = {Richard Palme and
Pascal Welke},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Frequent Generalized Subgraph Mining via Graph Edit Distances},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {477--483},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_32},
doi = {10.1007/978-3-031-23633-4\_32},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PalmeW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PangXSZH22,
author = {Jinhui Pang and
Huinan Xu and
Shuangyong Song and
Bo Zou and
Xiaodong He},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{MFDG:} {A} Multi-Factor Dialogue Graph Model for Dialogue Intent
Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {691--706},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_40},
doi = {10.1007/978-3-031-26390-3\_40},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PangXSZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PapagiannisL22,
author = {Georgios Papagiannis and
Yunpeng Li},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Imitation Learning with Sinkhorn Distances},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {116--131},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_8},
doi = {10.1007/978-3-031-26412-2\_8},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PapagiannisL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PengHXXS22,
author = {Wei Peng and
Yue Hu and
Luxi Xing and
Yuqiang Xie and
Yajing Sun},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Do You Know My Emotion? Emotion-Aware Strategy Recognition Towards
a Persuasive Dialogue System},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {724--739},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_42},
doi = {10.1007/978-3-031-26390-3\_42},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PengHXXS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PereiraVACC22,
author = {Klismam Pereira and
Jo{\~{a}}o Vinagre and
Ana Nunes Alonso and
F{\'{a}}bio Coelho and
Mel{\^{a}}nia Carvalho},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Privacy-Preserving Machine Learning in Life Insurance Risk Prediction},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {44--52},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_4},
doi = {10.1007/978-3-031-23633-4\_4},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PereiraVACC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PetrovichLSLTZYSY22,
author = {Mathis Petrovich and
Chao Liang and
Ryoma Sato and
Yanbin Liu and
Yao{-}Hung Hubert Tsai and
Linchao Zhu and
Yi Yang and
Ruslan Salakhutdinov and
Makoto Yamada},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Feature-Robust Optimal Transport for High-Dimensional Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {291--307},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_18},
doi = {10.1007/978-3-031-26419-1\_18},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PetrovichLSLTZYSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PiernikBZ22,
author = {Maciej Piernik and
Dariusz Brzezinski and
Pawel Zawadzki},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Random Similarity Forests},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {53--69},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_4},
doi = {10.1007/978-3-031-26419-1\_4},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PiernikBZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Piersanti22,
author = {Stefano Piersanti},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Improve Default Prediction in Highly Unbalanced Context},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {62--78},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_6},
doi = {10.1007/978-3-031-23633-4\_6},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Piersanti22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PinxterenFC22,
author = {Sam Pinxteren and
Marco Favier and
Toon Calders},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through
Bound Propagation},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {336--352},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_23},
doi = {10.1007/978-3-031-23618-1\_23},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PinxterenFC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PoyiadziYTS22,
author = {Rafael Poyiadzi and
Weisong Yang and
Niall Twomey and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Hypothesis Testing for Class-Conditional Label Noise},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {171--186},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_11},
doi = {10.1007/978-3-031-26409-2\_11},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PoyiadziYTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PuechR22,
author = {Alban Puech and
Jesse Read},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {An Improved Yaw Control Algorithm for Wind Turbines via Reinforcement
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {614--630},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_37},
doi = {10.1007/978-3-031-26419-1\_37},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PuechR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Puiu22,
author = {Constantin Octavian Puiu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Rethinking Exponential Averaging of the Fisher},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {327--343},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_20},
doi = {10.1007/978-3-031-26419-1\_20},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Puiu22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QuyNFN22,
author = {Tai Le Quy and
Thi Huyen Nguyen and
Gunnar Friege and
Eirini Ntoutsi},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Evaluation of Group Fairness Measures in Student Performance Prediction
Problems},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {119--136},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_8},
doi = {10.1007/978-3-031-23618-1\_8},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/QuyNFN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RaflaVCB22,
author = {Mina Rafla and
Nicolas Voisine and
Bruno Cr{\'{e}}milleux and
Marc Boull{\'{e}}},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Non-parametric Bayesian Approach for Uplift Discretization and Feature
Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {239--254},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_15},
doi = {10.1007/978-3-031-26419-1\_15},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RaflaVCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RahierMF22,
author = {Thibaud Rahier and
Sylvain Mari{\'{e}} and
Florence Forbes},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Pre-screening Approach for Faster Bayesian Network Structure Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {207--222},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_13},
doi = {10.1007/978-3-031-26419-1\_13},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RahierMF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RahimianGBT22,
author = {Pegah Rahimian and
Dayana Grayce da Silva Guerra Gomes and
Fanni Berkovics and
L{\'{a}}szl{\'{o}} Toka},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Let's Penetrate the Defense: {A} Machine Learning Model for Prediction
and Valuation of Penetrative Passes},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
pages = {41--52},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27527-2\_4},
doi = {10.1007/978-3-031-27527-2\_4},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RahimianGBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RahmanX22,
author = {Md. Masudur Rahman and
Yexiang Xue},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Bootstrap State Representation Using Style Transfer for Better Generalization
in Deep Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {100--115},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_7},
doi = {10.1007/978-3-031-26412-2\_7},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RahmanX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RauchHS22,
author = {Lukas Rauch and
Denis Huseljic and
Bernhard Sick},
editor = {Daniel Kottke and
Georg Krempl and
Andreas Holzinger and
Barbara Hammer},
title = {Enhancing Active Learning with Weak Supervision and Transfer Learning
by Leveraging Information and Knowledge Sources},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2022), Grenoble,
France, September 23, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3259},
pages = {27--42},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3259/ialatecml\_paper3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RauchHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Raudonius022,
author = {Laurynas Raudonius and
Thomas Seidl},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Shot Analysis in Different Levels of German Football Using Expected
Goals},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
pages = {14--26},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27527-2\_2},
doi = {10.1007/978-3-031-27527-2\_2},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Raudonius022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RenL22,
author = {Dedong Ren and
Yong Liu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {SkipCas: Information Diffusion Prediction Model Based on Skip-Gram},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {258--273},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_16},
doi = {10.1007/978-3-031-26390-3\_16},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RenL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RibeiroMDAV022,
author = {Rita P. Ribeiro and
Saulo Martiello Mastelini and
Narjes Davari and
Ehsan Aminian and
Bruno Veloso and
Jo{\~{a}}o Gama},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Online Anomaly Explanation: {A} Case Study on Predictive Maintenance},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {383--399},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_25},
doi = {10.1007/978-3-031-23633-4\_25},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RibeiroMDAV022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RiosAPHC22,
author = {John Osorio R{\'{\i}}os and
Adri{\`{a}} Armejach and
Eric Petit and
Greg Henry and
Marc Casas},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{FASE:} {A} Fast, Accurate and Seamless Emulator for Custom Numerical
Formats},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {480--497},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_29},
doi = {10.1007/978-3-031-26419-1\_29},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RiosAPHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RombautRS22,
author = {Benjamin Rombaut and
Joris Roels and
Yvan Saeys},
editor = {Daniel Kottke and
Georg Krempl and
Andreas Holzinger and
Barbara Hammer},
title = {BioSegment: Active Learning segmentation for 3D electron microscopy
imaging},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2022), Grenoble,
France, September 23, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3259},
pages = {7--26},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3259/ialatecml\_paper2.pdf},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RombautRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RongLXDZG22,
author = {Yuecheng Rong and
Jun Liu and
Zhilin Xu and
Jian Ding and
Chuangming Zhang and
Jiaxiang Gao},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {BusWTE: Realtime Bus Waiting Time Estimation of {GPS} Missing via
Multi-task Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {554--570},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_34},
doi = {10.1007/978-3-031-26422-1\_34},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RongLXDZG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Rosenhahn22,
author = {Bodo Rosenhahn},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Mixed Integer Linear Programming for Optimizing a Hopfield Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {344--360},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_21},
doi = {10.1007/978-3-031-26419-1\_21},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Rosenhahn22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RotalintiTLMB22,
author = {Ylenia Rotalinti and
Allan Tucker and
Michael Lonergan and
Puja Myles and
Richard Branson},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Detecting Drift in Healthcare {AI} Models Based on Data Availability},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {243--258},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_17},
doi = {10.1007/978-3-031-23633-4\_17},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RotalintiTLMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RothL22,
author = {Andreas Roth and
Thomas Liebig},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Transforming PageRank into an Infinite-Depth Graph Neural Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {469--484},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_27},
doi = {10.1007/978-3-031-26390-3\_27},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RothL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RoyN22,
author = {Arjun Roy and
Eirini Ntoutsi},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Learning to Teach Fairness-Aware Deep Multi-task Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {710--726},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_43},
doi = {10.1007/978-3-031-26387-3\_43},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RoyN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RugamerBWRBMS22,
author = {David R{\"{u}}gamer and
Andreas Bender and
Simon Wiegrebe and
Daniel Racek and
Bernd Bischl and
Christian L. M{\"{u}}ller and
Clemens Stachl},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Factorized Structured Regression for Large-Scale Varying Coefficient
Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {20--35},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_2},
doi = {10.1007/978-3-031-26419-1\_2},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RugamerBWRBMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RugolonBP22,
author = {Franco Rugolon and
Maria Bampa and
Panagiotis Papapetrou},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {A Workflow for Generating Patient Counterfactuals in Lung Transplant
Recipients},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {291--306},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_20},
doi = {10.1007/978-3-031-23633-4\_20},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RugolonBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RusciFCPF22,
author = {Manuele Rusci and
Marco Fariselli and
Martin Croome and
Francesco Paci and
Eric Flamand},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Accelerating RNN-Based Speech Enhancement on a Multi-core {MCU} with
Mixed {FP16-INT8} Post-training Quantization},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {606--617},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_41},
doi = {10.1007/978-3-031-23618-1\_41},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RusciFCPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RychenerRSFD22,
author = {Yves Rychener and
Xavier Renard and
Djam{\'{e}} Seddah and
Pascal Frossard and
Marcin Detyniecki},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {On the Granularity of Explanations in Model Agnostic {NLP} Interpretability},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {498--512},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_33},
doi = {10.1007/978-3-031-23618-1\_33},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RychenerRSFD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RymarczykPKKSZ22,
author = {Dawid Rymarczyk and
Adam Pardyl and
Jaroslaw Kraus and
Aneta Kaczynska and
Marek Skomorowski and
Bartosz Zielinski},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {ProtoMIL: Multiple Instance Learning with Prototypical Parts for Whole-Slide
Image Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {421--436},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_26},
doi = {10.1007/978-3-031-26387-3\_26},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RymarczykPKKSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SaadallahMM22,
author = {Amal Saadallah and
Hanna Mykula and
Katharina Morik},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Online Adaptive Multivariate Time Series Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {19--35},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_2},
doi = {10.1007/978-3-031-26422-1\_2},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SaadallahMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SahuBP22,
author = {Pritish Sahu and
Kalliopi Basioti and
Vladimir Pavlovic},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {SAViR-T: Spatially Attentive Visual Reasoning with Transformers},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {460--476},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_28},
doi = {10.1007/978-3-031-26409-2\_28},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SahuBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SallesMR022,
author = {Rodrigo Salles and
J{\'{e}}r{\^{o}}me Mendes and
Rita P. Ribeiro and
Jo{\~{a}}o Gama},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Fault Detection in Wastewater Treatment Plants: Application of Autoencoders
Models with Streaming Data},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {55--70},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_4},
doi = {10.1007/978-3-031-23618-1\_4},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SallesMR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SalvettiAMCC22,
author = {Francesco Salvetti and
Simone Angarano and
Mauro Martini and
Simone Cerrato and
Marcello Chiaberge},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Waypoint Generation in Row-Based Crops with Deep Learning and Contrastive
Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {203--218},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_13},
doi = {10.1007/978-3-031-26422-1\_13},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SalvettiAMCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SantosM22,
author = {Eric Ferreira Dos Santos and
Alessandra Mileo},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {From Disentangled Representation to Concept Ranking: Interpreting
Deep Representations in Image Classification Tasks},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {322--335},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_22},
doi = {10.1007/978-3-031-23618-1\_22},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SantosM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SasubilliV22,
author = {Sravani Sasubilli and
Mridula Verma},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {InFi-BERT 1.0: Transformer-Based Language Model for Indian Financial
Volatility Prediction},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {128--138},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_10},
doi = {10.1007/978-3-031-23633-4\_10},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SasubilliV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ScafartoPB22,
author = {Gregory Scafarto and
Nicolas Posocco and
Antoine Bonnefoy},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Calibrate to Interpret},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {340--355},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_21},
doi = {10.1007/978-3-031-26387-3\_21},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ScafartoPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchneegansBS22,
author = {Jan Schneegans and
Maarten Bieshaar and
Bernhard Sick},
editor = {Daniel Kottke and
Georg Krempl and
Andreas Holzinger and
Barbara Hammer},
title = {A Practical Evaluation of Active Learning Approaches for Object Detection},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2022), Grenoble,
France, September 23, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3259},
pages = {49--67},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3259/ialatecml\_paper5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchneegansBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchulzeSRSB22,
author = {Jan{-}Philipp Schulze and
Philip Sperl and
Ana Radutoiu and
Carla Sagebiel and
Konstantin B{\"{o}}ttinger},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{R2-AD2:} Detecting Anomalies by Analysing the Raw Gradient},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {209--224},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_13},
doi = {10.1007/978-3-031-26387-3\_13},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SchulzeSRSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SemenovaPTSZ22,
author = {Natalia Semenova and
Vadim Porvatov and
Vladislav Tishin and
Artyom Sosedka and
Vladislav Zamkovoy},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Logistics, Graphs, and Transformers: Towards Improving Travel Time
Estimation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {589--593},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_36},
doi = {10.1007/978-3-031-26422-1\_36},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SemenovaPTSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SenzBM22,
author = {Martin Senz and
Mirko Bunse and
Katharina Morik},
editor = {Daniel Kottke and
Georg Krempl and
Andreas Holzinger and
Barbara Hammer},
title = {Certifiable Active Class Selection in Multi-Class Classification},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2022), Grenoble,
France, September 23, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3259},
pages = {68--76},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3259/ialatecml\_paper6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SenzBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShajiAR022,
author = {Nirbhaya Shaji and
Thiago Andrade and
Rita P. Ribeiro and
Jo{\~{a}}o Gama},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Study on Correlation Between Vehicle Emissions and Air Quality in
Porto},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {181--196},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_12},
doi = {10.1007/978-3-031-23618-1\_12},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShajiAR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SimionatoV22,
author = {Dario Simionato and
Fabio Vandin},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Bounding the Family-Wise Error Rate in Local Causal Discovery Using
Rademacher Averages},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {255--271},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_16},
doi = {10.1007/978-3-031-26419-1\_16},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SimionatoV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SokarMP22,
author = {Ghada Sokar and
Decebal Constantin Mocanu and
Mykola Pechenizkiy},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Avoiding Forgetting and Allowing Forward Transfer in Continual Learning
via Sparse Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {85--101},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_6},
doi = {10.1007/978-3-031-26409-2\_6},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SokarMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SolankiKDG22,
author = {Sambhav Solanki and
Samhita Kanaparthy and
Sankarshan Damle and
Sujit Gujar},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Differentially Private Federated Combinatorial Bandits with Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {620--637},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_38},
doi = {10.1007/978-3-031-26412-2\_38},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SolankiKDG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SorescuKBHV22,
author = {Tiberius{-}George Sorescu and
Chandrakanth R. Kancharla and
Jeroen Boydens and
Hans Hallez and
Mathias Verbeke},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Framework to Evaluate Deep Learning Algorithms for Edge Inference
and Training},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {569--581},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_38},
doi = {10.1007/978-3-031-23618-1\_38},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SorescuKBHV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SteccanellaJ22,
author = {Lorenzo Steccanella and
Anders Jonsson},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {State Representation Learning for Goal-Conditioned Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {84--99},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_6},
doi = {10.1007/978-3-031-26412-2\_6},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SteccanellaJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StolleVSS22,
author = {Kurt Stolle and
Sebastian Vogel and
Fons van der Sommen and
Willem P. Sanberg},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Block-Level Surrogate Models for Inference Time Estimation in Hardware-Aware
Neural Architecture Search},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {463--479},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_28},
doi = {10.1007/978-3-031-26419-1\_28},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StolleVSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StraussWBS22,
author = {Niklas Strau{\ss} and
David Winkel and
Max Berrendorf and
Matthias Schubert},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Reinforcement Learning for Multi-Agent Stochastic Resource Collection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {200--215},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_13},
doi = {10.1007/978-3-031-26412-2\_13},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StraussWBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SuHCW22,
author = {Ting{-}Ting Su and
Zhen{-}Yu He and
Man{-}Sheng Chen and
Chang{-}Dong Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Basket Booster for Prototype-based Contrastive Learning in Next Basket
Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {574--589},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_35},
doi = {10.1007/978-3-031-26387-3\_35},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SuHCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SuZWD22,
author = {Fengguang Su and
Yu Zhu and
Ou Wu and
Yingjun Deng},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Submodular Meta Data Compiling for Meta Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {493--511},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_30},
doi = {10.1007/978-3-031-26409-2\_30},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SuZWD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SunARC22,
author = {Guoxin Sun and
Tansu Alpcan and
Benjamin I. P. Rubinstein and
Seyit Camtepe},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Securing Cyber-Physical Systems: Physics-Enhanced Adversarial Learning
for Autonomous Platoons},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {269--285},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_17},
doi = {10.1007/978-3-031-26409-2\_17},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SunARC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SunkaraL22,
author = {Raja Sunkara and
Tie Luo},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {No More Strided Convolutions or Pooling: {A} New {CNN} Building Block
for Low-Resolution Images and Small Objects},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {443--459},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_27},
doi = {10.1007/978-3-031-26409-2\_27},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SunkaraL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SymeonidisKZ22,
author = {Panagiotis Symeonidis and
Lidija Kirjackaja and
Markus Zanker},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Session-Based Recommendation Along with the Session Style of Explanation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {404--420},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_25},
doi = {10.1007/978-3-031-26387-3\_25},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SymeonidisKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TaghiyarrenaniF22,
author = {Zahra Taghiyarrenani and
Hamed Farsi},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Domain Adaptation with Maximum Margin Criterion with Application to
Network Traffic Classification},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {159--169},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_12},
doi = {10.1007/978-3-031-23633-4\_12},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TaghiyarrenaniF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TaghiyarrenaniN22,
author = {Zahra Taghiyarrenani and
Slawomir Nowaczyk and
Sepideh Pashami and
Mohamed{-}Rafik Bouguelia},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Towards Geometry-Preserving Domain Adaptation for Fault Identification},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {451--460},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_30},
doi = {10.1007/978-3-031-23633-4\_30},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TaghiyarrenaniN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TanDGL22,
author = {Zhen Tan and
Kaize Ding and
Ruocheng Guo and
Huan Liu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Supervised Graph Contrastive Learning for Few-Shot Node Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {394--411},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_24},
doi = {10.1007/978-3-031-26390-3\_24},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TanDGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TangCJLG22,
author = {Peng Tang and
Rui Chen and
Chongshi Jin and
Gaoyuan Liu and
Shanqing Guo},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Marginal Release Under Multi-party Personalized Differential Privacy},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {555--571},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_34},
doi = {10.1007/978-3-031-26412-2\_34},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TangCJLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TeixeiraVR022,
author = {S{\'{o}}nia Teixeira and
Bruno Veloso and
Jos{\'{e}} Coelho Rodrigues and
Jo{\~{a}}o Gama},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Ethical and Technological {AI} Risks Classification: {A} Human Vs
Machine Approach},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {150--166},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_10},
doi = {10.1007/978-3-031-23618-1\_10},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TeixeiraVR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TengCCLRH22,
author = {Yunfei Teng and
Anna Choromanska and
Murray Campbell and
Songtao Lu and
Parikshit Ram and
Lior Horesh},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Overcoming Catastrophic Forgetting via Direction-Constrained Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {675--692},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_41},
doi = {10.1007/978-3-031-26387-3\_41},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TengCCLRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TeranishiTT022,
author = {Masakiyo Teranishi and
Kazushi Tsutsui and
Kazuya Takeda and
Keisuke Fujii},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Evaluation of Creating Scoring Opportunities for Teammates in Soccer
via Trajectory Prediction},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
pages = {53--73},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27527-2\_5},
doi = {10.1007/978-3-031-27527-2\_5},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TeranishiTT022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TewSM22,
author = {Shu Yu Tew and
Daniel F. Schmidt and
Enes Makalic},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Sparse Horseshoe Estimation via Expectation-Maximisation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {123--139},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_8},
doi = {10.1007/978-3-031-26419-1\_8},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TewSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ThiessenG22,
author = {Maximilian Thiessen and
Thomas G{\"{a}}rtner},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Online Learning of Convex Sets on Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {349--364},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_22},
doi = {10.1007/978-3-031-26412-2\_22},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ThiessenG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ThrunSU22,
author = {Michael C. Thrun and
Quirin Stier and
Alfred Ultsch},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Interactive Toolbox for Two-Dimensional Gaussian Mixture Modeling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {658--661},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_51},
doi = {10.1007/978-3-031-26422-1\_51},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ThrunSU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TiezziMBMFGM22,
author = {Matteo Tiezzi and
Simone Marullo and
Alessandro Betti and
Enrico Meloni and
Lapo Faggi and
Marco Gori and
Stefano Melacci},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Foveated Neural Computation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {19--35},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_2},
doi = {10.1007/978-3-031-26409-2\_2},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TiezziMBMFGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TissierL22,
author = {Julien Tissier and
Charlotte Laclau},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Understanding the Benefits of Forgetting When Learning on Dynamic
Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {37--52},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_3},
doi = {10.1007/978-3-031-26390-3\_3},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TissierL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TomAK22,
author = {Ancy Sarah Tom and
Nesreen K. Ahmed and
George Karypis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Joint Learning of Hierarchical Community Structure and Node Representations:
An Unsupervised Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {86--103},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_6},
doi = {10.1007/978-3-031-26390-3\_6},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TomAK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TomeRV022,
author = {Emanuel Sousa Tom{\'{e}} and
Rita P. Ribeiro and
Bruno Veloso and
Jo{\~{a}}o Gama},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {An Online Data-Driven Predictive Maintenance Approach for Railway
Switches},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {410--422},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_27},
doi = {10.1007/978-3-031-23633-4\_27},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TomeRV022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TritscherSGKH22,
author = {Julian Tritscher and
Daniel Schl{\"{o}}r and
Fabian Gwinner and
Anna Krause and
Andreas Hotho},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Towards Explainable Occupational Fraud Detection},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {79--96},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_7},
doi = {10.1007/978-3-031-23633-4\_7},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TritscherSGKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/UgwuC22,
author = {Cynthia Ifeyinwa Ugwu and
Sofia Casarin},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Italian Debate on Measles Vaccination: How Twitter Data Highlight
Communities and Polarity},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {364--375},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_24},
doi = {10.1007/978-3-031-23633-4\_24},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/UgwuC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/UmairMMU22,
author = {Areeba Umair and
Elio Masciari and
Giusi Madeo and
Muhammad Habib Ullah},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Sentimental Analysis of {COVID-19} Vaccine Tweets Using {BERT+NBSVM}},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {238--247},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_16},
doi = {10.1007/978-3-031-23618-1\_16},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/UmairMMU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Valero-LealCJ22,
author = {Enrique Valero{-}Leal and
Manuel Campos and
Jose M. Juarez},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Simple Explanations to Summarise Subgroup Discovery Outcomes: {A}
Case Study Concerning Patient Phenotyping},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {434--451},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_29},
doi = {10.1007/978-3-031-23618-1\_29},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Valero-LealCJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VeneriTGVL22,
author = {Michele Delli Veneri and
Lukasz Tychoniec and
Fabrizia Guglielmetti and
Eric Villard and
Giuseppe Longo},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {3D Detection of {ALMA} Sources Through Deep Learning},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {269--280},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_19},
doi = {10.1007/978-3-031-23618-1\_19},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VeneriTGVL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VercruyssenPMD22,
author = {Vincent Vercruyssen and
Lorenzo Perini and
Wannes Meert and
Jesse Davis},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Multi-domain Active Learning for Semi-supervised Anomaly Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {485--501},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_30},
doi = {10.1007/978-3-031-26412-2\_30},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VercruyssenPMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VerhaegheDOH22,
author = {Jarne Verhaeghe and
M. Jeroen Van Der Donckt and
Femke Ongenae and
Sofie Van Hoecke},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Powershap: {A} Power-Full Shapley Feature Selection Method},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {71--87},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_5},
doi = {10.1007/978-3-031-26387-3\_5},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VerhaegheDOH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VirinchiSM22,
author = {Srinivas Virinchi and
Anoop Saladi and
Abhirup Mondal},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Recommending Related Products Using Graph Neural Networks in Directed
Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {541--557},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_33},
doi = {10.1007/978-3-031-26387-3\_33},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VirinchiSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VosV22,
author = {Dani{\"{e}}l Vos and
Sicco Verwer},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Adversarially Robust Decision Tree Relabeling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {203--218},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_13},
doi = {10.1007/978-3-031-26409-2\_13},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VosV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangB22,
author = {Zifu Wang and
Matthew B. Blaschko},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {MRF-UNets: Searching UNet with Markov Random Fields},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {599--614},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_36},
doi = {10.1007/978-3-031-26409-2\_36},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangCKS22,
author = {Shaopu Wang and
Xiaojun Chen and
Mengzhen Kou and
Jinqiao Shi},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {PrUE: Distilling Knowledge from Sparse Teacher Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {102--117},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_7},
doi = {10.1007/978-3-031-26409-2\_7},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangCKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangGWLX22,
author = {Shicheng Wang and
Shu Guo and
Lihong Wang and
Tingwen Liu and
Hongbo Xu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Multi-interest Extraction Joint with Contrastive Learning for News
Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {606--621},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_37},
doi = {10.1007/978-3-031-26387-3\_37},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangGWLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangLL22,
author = {Zisen Wang and
Ying Liang and
Zhengjun Liu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {FFBDNet: Feature Fusion and Bipartite Decision Networks for Recommending
Medication Combination},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {419--436},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_26},
doi = {10.1007/978-3-031-26422-1\_26},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangQCGM22,
author = {Jiaqi Wang and
Cheng Qian and
Suhan Cui and
Lucas Glass and
Fenglong Ma},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Towards Federated {COVID-19} Vaccine Side Effect Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {437--452},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_27},
doi = {10.1007/978-3-031-26422-1\_27},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangQCGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangQHYZYZ22,
author = {Yifan Wang and
Yifang Qin and
Yu Han and
Mingyang Yin and
Jingren Zhou and
Hongxia Yang and
Ming Zhang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{AD-AUG:} Adversarial Data Augmentation for Counterfactual Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {474--490},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_29},
doi = {10.1007/978-3-031-26387-3\_29},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangQHYZYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangR22,
author = {Zheng Wang and
Wenjie Ruan},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Understanding Adversarial Robustness of Vision Transformers via Cauchy
Problem},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {562--577},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_34},
doi = {10.1007/978-3-031-26409-2\_34},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangSLHL22,
author = {Mengyu Wang and
Yijia Shao and
Haowei Lin and
Wenpeng Hu and
Bing Liu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{CMG:} {A} Class-Mixed Generation Approach to Out-of-Distribution
Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {502--518},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_31},
doi = {10.1007/978-3-031-26412-2\_31},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangSLHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangSW22,
author = {Ruoyu Wang and
Daniel Sun and
Raymond K. Wong},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{RDF} Knowledge Base Summarization by Inducing First-Order Horn Rules},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {188--204},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_12},
doi = {10.1007/978-3-031-26390-3\_12},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangWCZ22,
author = {Zitong Wang and
Li Wang and
Raymond H. Chan and
Tieyong Zeng},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Exploring Latent Sparse Graph for Large-Scale Semi-supervised Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {367--383},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_23},
doi = {10.1007/978-3-031-26412-2\_23},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangWCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangZL22,
author = {Dongxia Wang and
En Zhang and
Xuesong Lu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Automatic Grading of Student Code with Similarity Measurement},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {286--301},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_18},
doi = {10.1007/978-3-031-26422-1\_18},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WangZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WasielewskaSC022,
author = {Katarzyna Wasielewska and
Dominik Soukup and
Tom{\'{a}}s Cejka and
Jos{\'{e}} Camacho},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Evaluation of the Limit of Detection in Network Dataset Quality Assessment
with PerQoDA},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {170--185},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_13},
doi = {10.1007/978-3-031-23633-4\_13},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WasielewskaSC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WatanabeMOH22,
author = {Koshi Watanabe and
Keisuke Maeda and
Takahiro Ogawa and
Miki Haseyama},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Summarizing Data Structures with Gaussian Process and Robust Neighborhood
Preservation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {157--173},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_10},
doi = {10.1007/978-3-031-26419-1\_10},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WatanabeMOH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WeiHZSJ22,
author = {HaoHui Wei and
Hong Huang and
Teng Zhang and
Xuanhua Shi and
Hai Jin},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Enhance Temporal Knowledge Graph Completion via Time-Aware Attention
Graph Convolutional Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {122--137},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_8},
doi = {10.1007/978-3-031-26390-3\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WeiHZSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WendeniusKS22,
author = {Christof Wendenius and
Eileen Kuehn and
Achim Streit},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Training Parameterized Quantum Circuits with Triplet Loss},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {515--530},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_31},
doi = {10.1007/978-3-031-26419-1\_31},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WendeniusKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WinkelSSS22,
author = {David Winkel and
Niklas Strau{\ss} and
Matthias Schubert and
Thomas Seidl},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Risk-Aware Reinforcement Learning for Multi-Period Portfolio Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {185--200},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_12},
doi = {10.1007/978-3-031-26422-1\_12},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WinkelSSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuH22,
author = {Jiaying Wu and
Bryan Hooi},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Probing Spurious Correlations in Popular Event-Based Rumor Detection
Benchmarks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {274--290},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_17},
doi = {10.1007/978-3-031-26390-3\_17},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuKB22,
author = {Wenglei Wu and
Nicholas Kunz and
Paula Branco},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {ImbalancedLearningRegression - {A} Python Package to Tackle the Imbalanced
Regression Problem},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {645--648},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_48},
doi = {10.1007/978-3-031-26422-1\_48},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuQWM22,
author = {Han Wu and
Holland Qian and
Huaming Wu and
Aad van Moorsel},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {LDRNet: Enabling Real-Time Document Localization on Mobile Devices},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {618--629},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_42},
doi = {10.1007/978-3-031-23618-1\_42},
timestamp = {Thu, 16 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WuQWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuWSJZLH22,
author = {Zhenhe Wu and
Liangqing Wu and
Shuangyong Song and
Jiahao Ji and
Bo Zou and
Zhoujun Li and
Xiaodong He},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {DialCSP: {A} Two-Stage Attention-Based Model for Customer Satisfaction
Prediction in E-commerce Customer Service},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {3--18},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_1},
doi = {10.1007/978-3-031-26409-2\_1},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WuWSJZLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuXGLS22,
author = {Zhenbang Wu and
Cao Xiao and
Lucas M. Glass and
David M. Liebovitz and
Jimeng Sun},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model
Deployment},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {505--520},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_29},
doi = {10.1007/978-3-031-26390-3\_29},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WuXGLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WuXGLTL22,
author = {Lirong Wu and
Jun Xia and
Zhangyang Gao and
Haitao Lin and
Cheng Tan and
Stan Z. Li},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement
Mixup and Self-supervised Context Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {519--535},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_32},
doi = {10.1007/978-3-031-26412-2\_32},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WuXGLTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XieZLZT22,
author = {Feng Xie and
Zhong Zhang and
Liang Li and
Bin Zhou and
Yusong Tan},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {EpiGNN: Exploring Spatial Transmission with Graph Neural Network for
Regional Epidemic Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {469--485},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_29},
doi = {10.1007/978-3-031-26422-1\_29},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/XieZLZT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XiongEZJ22,
author = {Zikang Xiong and
Joe Eappen and
He Zhu and
Suresh Jagannathan},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Defending Observation Attacks in Deep Reinforcement Learning via Detection
and Denoising},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {235--250},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_15},
doi = {10.1007/978-3-031-26409-2\_15},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/XiongEZJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XuanBZSDSY22,
author = {Tingting Xuan and
Giorgian Borca{-}Tasciuc and
Yimin Zhu and
Yu Sun and
Cameron Dean and
Zhaozhong Shi and
Dantong Yu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Trigger Detection for the sPHENIX Experiment via Bipartite Graph Networks
with Set Transformer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {51--67},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_4},
doi = {10.1007/978-3-031-26409-2\_4},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/XuanBZSDSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangL22,
author = {Lincen Yang and
Matthijs van Leeuwen},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Truly Unordered Probabilistic Rule Sets for Multi-class Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {87--103},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_6},
doi = {10.1007/978-3-031-26419-1\_6},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YangL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangLMHRS22,
author = {Yang Yang and
Min Li and
Bo Meng and
Zihao Huang and
Junxing Ren and
Degang Sun},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Rethinking the Misalignment Problem in Dense Object Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {427--442},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_26},
doi = {10.1007/978-3-031-26409-2\_26},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YangLMHRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangLYGCH22,
author = {Geping Yang and
Hongzhang Lv and
Yiyang Yang and
Zhiguo Gong and
Xiang Chen and
Zhifeng Hao},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {FastDEC: Clustering by Fast Dominance Estimation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {138--156},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_9},
doi = {10.1007/978-3-031-26387-3\_9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YangLYGCH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YazdizadehHB22,
author = {Tina Yazdizadeh and
Shabnam Hassani and
Paula Branco},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Intrusion Detection Using Ensemble Models},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {143--158},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_11},
doi = {10.1007/978-3-031-23633-4\_11},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YazdizadehHB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YiCL22,
author = {Peng Yi and
Xiongcai Cai and
Ziteng Li},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A U-Shaped Hierarchical Recommender by Multi-resolution Collaborative
Signal Modeling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {558--573},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_34},
doi = {10.1007/978-3-031-26387-3\_34},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YiCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YiYYCZX22,
author = {Jingjie Yi and
Deqing Yang and
Siyu Yuan and
Kaiyan Cao and
Zhiyao Zhang and
Yanghua Xiao},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Contextual Information and Commonsense Based Prompt for Emotion Recognition
in Conversation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {707--723},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_41},
doi = {10.1007/978-3-031-26390-3\_41},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YiYYCZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YongSLSLL22,
author = {Zirui Yong and
Guoxin Su and
Xiaohu Li and
Lingyun Sun and
Zejian Li and
Li Liu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Recognizing Cognitive Load by a Hybrid Spatio-Temporal Causal Model
from Multivariate Physiological Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {318--334},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_20},
doi = {10.1007/978-3-031-26422-1\_20},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YongSLSLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YuJSLZZ22,
author = {Yisong Yu and
Beihong Jin and
Jiageng Song and
Beibei Li and
Yiyuan Zheng and
Wei Zhuo},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Improving Micro-video Recommendation by Controlling Position Bias},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13713},
pages = {508--523},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26387-3\_31},
doi = {10.1007/978-3-031-26387-3\_31},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YuJSLZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YuanTCSW22,
author = {Peng Yuan and
Lu{-}An Tang and
Haifeng Chen and
Moto Sato and
Kevin Woodward},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Explainable Anomaly Detection System for Categorical Sensor Data in
Internet of Things},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {594--598},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_37},
doi = {10.1007/978-3-031-26422-1\_37},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YuanTCSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YuanW22,
author = {Jingyi Yuan and
Yang Weng},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Physically Invertible System Identification for Monitoring System
Edges with Unobservability},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {253--269},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_16},
doi = {10.1007/978-3-031-26422-1\_16},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YuanW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhakparovMLSHLM22,
author = {Damir Zhakparov and
Kathleen Moriarty and
Nonhlanhla Lunjani and
Marco Schmid and
Carol Hlela and
Michael Levin and
Avumile Mankahla and
SOS{-}ALL Consortium and
Cezmi Akdis and
Liam O'Mahony and
Katja Baerenfaller and
Damian Roqueiro},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Assessing Different Feature Selection Methods Applied to a Bulk {RNA}
Sequencing Dataset with Regard to Biomedical Relevance},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {259--274},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_18},
doi = {10.1007/978-3-031-23633-4\_18},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhakparovMLSHLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangBCL22,
author = {Qiyiwen Zhang and
Zhiqi Bu and
Kan Chen and
Qi Long},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Differentially Private Bayesian Neural Networks on Accuracy, Privacy
and Reliability},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {604--619},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_37},
doi = {10.1007/978-3-031-26412-2\_37},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangBCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangHG22,
author = {Junwei Zhang and
Ruifang He and
Fengyu Guo},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Bi-matching Mechanism to Combat Long-tail Senses of Word Sense Disambiguation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {621--637},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_36},
doi = {10.1007/978-3-031-26390-3\_36},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangK22,
author = {Guoxi Zhang and
Hisashi Kashima},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Batch Reinforcement Learning from Crowds},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {38--51},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_3},
doi = {10.1007/978-3-031-26412-2\_3},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangLZWG22,
author = {Xuan Zhang and
Xun Liang and
Xiangping Zheng and
Bo Wu and
Yuhui Guo},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{MULTIFORM:} Few-Shot Knowledge Graph Completion via Multi-modal Contexts},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {172--187},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_11},
doi = {10.1007/978-3-031-26390-3\_11},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangLZWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangRF22,
author = {Tianle Zhang and
Wenjie Ruan and
Jonathan E. Fieldsend},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {PRoA: {A} Probabilistic Robustness Assessment Against Functional Perturbations},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {154--170},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_10},
doi = {10.1007/978-3-031-26409-2\_10},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangRF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangWFCSS22,
author = {Zhiwen Zhang and
Hongjun Wang and
Zipei Fan and
Jiyuan Chen and
Xuan Song and
Ryosuke Shibasaki},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Route to Time and Time to Route: Travel Time Estimation from Sparse
Trajectories},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {13718},
pages = {489--504},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26422-1\_30},
doi = {10.1007/978-3-031-26422-1\_30},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangWFCSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangWWZMZ22,
author = {Sen Zhang and
Senzhang Wang and
Xiang Wang and
Shigeng Zhang and
Hao Miao and
Junxing Zhu},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Multi-task Adversarial Learning for Semi-supervised Trajectory-User
Linking},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {418--434},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_26},
doi = {10.1007/978-3-031-26412-2\_26},
timestamp = {Mon, 27 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangWWZMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangYJLW22,
author = {Yuxiang Zhang and
Tianyu Yang and
Tao Jiang and
Xiaoli Li and
Suge Wang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Hyperbolic Deep Keyphrase Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {521--536},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_30},
doi = {10.1007/978-3-031-26390-3\_30},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangYJLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangYLH22,
author = {Jijie Zhang and
Yan Yang and
Yong Liu and
Meng Han},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {{NE-WNA:} {A} Novel Network Embedding Framework Without Neighborhood
Aggregation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {453--468},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_26},
doi = {10.1007/978-3-031-26390-3\_26},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangYLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoH22,
author = {Yue Zhao and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Heterogeneity Breaks the Game: Evaluating Cooperation-Competition
with Multisets of Agents},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {167--182},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_11},
doi = {10.1007/978-3-031-26412-2\_11},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhaoZL22,
author = {Tianchi Zhao and
Chicheng Zhang and
Ming Li},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Hierarchical Unimodal Bandits},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {269--283},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_17},
doi = {10.1007/978-3-031-26412-2\_17},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhaoZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouM22,
author = {Linyi Zhou and
Ioanna Miliou},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Predicting Drug Treatment for Hospitalized Patients with Heart Failure},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {275--290},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_19},
doi = {10.1007/978-3-031-23633-4\_19},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouWZL22,
author = {Xiaoling Zhou and
Ou Wu and
Weiyao Zhu and
Ziyang Liang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Understanding Difficulty-Based Sample Weighting with a Universal Difficulty
Measure},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {68--84},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_5},
doi = {10.1007/978-3-031-26409-2\_5},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouWZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouYGCLC22,
author = {Haolin Zhou and
Chaoqi Yang and
Xiaofeng Gao and
Qiong Chen and
Gongshen Liu and
Guihai Chen},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Multi-Objective Actor-Critics for Real-Time Bidding in Display Advertising},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {13716},
pages = {20--37},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26412-2\_2},
doi = {10.1007/978-3-031-26412-2\_2},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouYGCLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouYT22,
author = {Xiaowei Zhou and
Jie Yin and
Ivor W. Tsang},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Edge but not Least: Cross-View Graph Pooling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13714},
pages = {344--359},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26390-3\_21},
doi = {10.1007/978-3-031-26390-3\_21},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhuN22,
author = {Ying Zhu and
Ruthuparna Naikar},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Predicting Tennis Serve Directions with Machine Learning},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 9th International
Workshop, {MLSA} 2022, Grenoble, France, September 19, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1783},
pages = {89--100},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-27527-2\_7},
doi = {10.1007/978-3-031-27527-2\_7},
timestamp = {Sat, 02 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhuWZLLC22,
author = {Zhihao Zhu and
Chenwang Wu and
Min Zhou and
Hao Liao and
Defu Lian and
Enhong Chen},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {251--268},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_16},
doi = {10.1007/978-3-031-26409-2\_16},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuWZLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZolfiAES22,
author = {Alon Zolfi and
Shai Avidan and
Yuval Elovici and
Asaf Shabtai},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Adversarial Mask: Real-World Universal Adversarial Attack on Face
Recognition Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {304--320},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_19},
doi = {10.1007/978-3-031-26409-2\_19},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZolfiAES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZoppiCB22,
author = {Tommaso Zoppi and
Andrea Ceccarelli and
Andrea Bondavalli},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Towards a General Model for Intrusion Detection: An Exploratory Study},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {186--201},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_14},
doi = {10.1007/978-3-031-23633-4\_14},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZoppiCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/dAjelloFMMAMQZ22,
author = {Emanuele d'Ajello and
Davide Formica and
Elio Masciari and
Gaia Mattia and
Arianna Anniciello and
Cristina Moscariello and
Stefano Quintarelli and
Davide Zaccarella},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Cluster Algorithm for Social Choice},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {227--237},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_15},
doi = {10.1007/978-3-031-23618-1\_15},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/dAjelloFMMAMQZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2022metaknow,
editor = {Pavel Brazdil and
Jan N. van Rijn and
Henry Gouk and
Felix Mohr},
title = {{ECML/PKDD} Workshop on Meta-Knowledge Transfer, 23 September 2022,
Grenoble, France},
series = {Proceedings of Machine Learning Research},
volume = {191},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v191/},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/2022metaknow.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021ial,
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3079},
urn = {urn:nbn:de:0074-3079-5},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021ial.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021maclean,
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2021),
Virtual Conference, September 13-17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3088},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3088},
urn = {urn:nbn:de:0074-3088-2},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2021maclean.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021mlsa,
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-02044-5},
doi = {10.1007/978-3-031-02044-5},
isbn = {978-3-031-02043-8},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2021mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022ial,
editor = {Daniel Kottke and
Georg Krempl and
Andreas Holzinger and
Barbara Hammer},
title = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2022), Grenoble,
France, September 23, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3259},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3259},
urn = {urn:nbn:de:0074-3259-5},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2022ial.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0001SDWTKD21,
author = {Xiong Liu and
Cheng Shi and
Uday Deore and
Yingbo Wang and
Myah Tran and
Iya Khalil and
Murthy V. Devarakonda},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {A Scalable {AI} Approach for Clinical Trial Cohort Optimization},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {479--489},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_36},
doi = {10.1007/978-3-030-93733-1\_36},
timestamp = {Sat, 12 Mar 2022 14:00:32 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0001SDWTKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0002WRLGS21,
author = {Tobias Schumacher and
Hinrikus Wolf and
Martin Ritzert and
Florian Lemmerich and
Martin Grohe and
Markus Strohmaier},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {The Effects of Randomness on the Stability of Node Embeddings},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {197--215},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_16},
doi = {10.1007/978-3-030-93736-2\_16},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0002WRLGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbrahamD21,
author = {Alexandre Abraham and
L{\'{e}}o Dreyfus{-}Schmidt},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {Sample Noise Impact on Active Learning},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
pages = {80--88},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3079/ial2021\_paper7.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbrahamD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbrateAMCIPPPPR21,
author = {Carlo Abrate and
Alessio Angius and
Gianmarco De Francisci Morales and
Stefano Cozzini and
Francesca Iadanza and
Laura Li Puma and
Simone Pavanelli and
Alan Perotti and
Stefano Pignataro and
Silvia Ronchiadin},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Continuous-Action Reinforcement Learning for Portfolio Allocation
of a Life Insurance Company},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {237--252},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_15},
doi = {10.1007/978-3-030-86514-6\_15},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AbrateAMCIPPPPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AckermannRW21,
author = {Johannes Ackermann and
Oliver Richter and
Roger Wattenhofer},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Unsupervised Task Clustering for Multi-task Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {222--237},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_14},
doi = {10.1007/978-3-030-86486-6\_14},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AckermannRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AcsT21,
author = {Balazs Acs and
L{\'{a}}szl{\'{o}} Toka},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {A Career in Football: What is Behind an Outstanding Market Value?},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {15--25},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_2},
doi = {10.1007/978-3-031-02044-5\_2},
timestamp = {Thu, 05 May 2022 16:48:11 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AcsT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Al-EssaA21,
author = {Malik Al{-}Essa and
Annalisa Appice},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Dealing with Imbalanced Data in Multi-class Network Intrusion Detection
Systems Using XGBoost},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {5--21},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_1},
doi = {10.1007/978-3-030-93733-1\_1},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Al-EssaA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AlguacilPBJM21,
author = {Antonio Alguacil and
Wagner Gon{\c{c}}alves Pinto and
Michael Bauerheim and
Marc C. Jacob and
St{\'{e}}phane Moreau},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Effects of Boundary Conditions in Fully Convolutional Networks for
Learning Spatio-Temporal Dynamics},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {102--117},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_7},
doi = {10.1007/978-3-030-86517-7\_7},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AlguacilPBJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AloniBT21,
author = {Lior Aloni and
Omer Bobrowski and
Ronen Talmon},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Joint Geometric and Topological Analysis of Hierarchical Datasets},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {478--493},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_29},
doi = {10.1007/978-3-030-86523-8\_29},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AloniBT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AlsaidiDLMMC21,
author = {Safa Alsaidi and
Amandine Decker and
Puthineath Lay and
Esteban Marquer and
Pierre{-}Alexandre Murena and
Miguel Couceiro},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {On the Transferability of Neural Models of Morphological Analogies},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {76--89},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_7},
doi = {10.1007/978-3-030-93736-2\_7},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AlsaidiDLMMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AntarisRA21,
author = {Stefanos Antaris and
Dimitrios Rafailidis and
Romina Arriaza},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Multi-task Learning for User Engagement and Adoption in Live Video
Streaming Events},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {463--478},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_29},
doi = {10.1007/978-3-030-86517-7\_29},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AntarisRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Apolonia0C21,
author = {Frederico Apol{\'{o}}nia and
Pedro M. Ferreira and
Jos{\'{e}} Cec{\'{\i}}lio},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Buildings Occupancy Estimation: Preliminary Results Using Bluetooth
Signals and Artificial Neural Networks},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {567--579},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_42},
doi = {10.1007/978-3-030-93733-1\_42},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Apolonia0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ArostegiLS21,
author = {Maria Arostegi and
Jesus L. Lobo and
Javier Del Ser},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {{SLAYER:} {A} Semi-supervised Learning Approach for Drifting Data
Streams under Extreme Verification Latency},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
pages = {50--64},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3079/ial2021\_paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ArostegiLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AryalW21,
author = {Sunil Aryal and
Jonathan R. Wells},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Ensemble of Local Decision Trees for Anomaly Detection in Mixed Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {687--702},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_42},
doi = {10.1007/978-3-030-86486-6\_42},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AryalW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AssaadDGA21,
author = {Charles K. Assaad and
Emilie Devijver and
{\'{E}}ric Gaussier and
Ali A{\"{\i}}t{-}Bachir},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {A Mixed Noise and Constraint-Based Approach to Causal Inference in
Time Series},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {453--468},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_28},
doi = {10.1007/978-3-030-86486-6\_28},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AssaadDGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AxenieSFWHSGBB21,
author = {Cristian Axenie and
Rongye Shi and
Daniele Foroni and
Alexander Wieder and
Mohamad Al Hajj Hassan and
Paolo Sottovia and
Margherita Grossi and
Stefano Bortoli and
G{\"{o}}tz Brasche},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {{OBELISC:} Oscillator-Based Modelling and Control Using Efficient
Neural Learning for Intelligent Road Traffic Signal Calculation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {437--452},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_27},
doi = {10.1007/978-3-030-86514-6\_27},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AxenieSFWHSGBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AzriFHDN21,
author = {Abderrazek Azri and
C{\'{e}}cile Favre and
Nouria Harbi and
J{\'{e}}r{\^{o}}me Darmont and
Camille No{\^{u}}s},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Calling to {CNN-LSTM} for Rumor Detection: {A} Deep Multi-channel
Model for Message Veracity Classification in Microblogs},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {497--513},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_31},
doi = {10.1007/978-3-030-86517-7\_31},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AzriFHDN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BaioumyLDH21,
author = {Mohamed Baioumy and
Bruno Lacerda and
Paul Duckworth and
Nick Hawes},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {On Solving a Stochastic Shortest-Path Markov Decision Process as Probabilistic
Inference},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {819--829},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_58},
doi = {10.1007/978-3-030-93736-2\_58},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BaioumyLDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BaioumyPCHF21,
author = {Mohamed Baioumy and
Corrado Pezzato and
Carlos Hern{\'{a}}ndez Corbato and
Nick Hawes and
Riccardo M. G. Ferrari},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Towards Stochastic Fault-Tolerant Control Using Precision Learning
and Active Inference},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {681--691},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_48},
doi = {10.1007/978-3-030-93736-2\_48},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BaioumyPCHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BarbagliaCW21,
author = {Luca Barbaglia and
Sergio Consoli and
Susan Wang},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Financial Forecasting with Word Embeddings Extracted from News: {A}
Preliminary Analysis},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {179--188},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_12},
doi = {10.1007/978-3-030-93733-1\_12},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BarbagliaCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BarbosaRD21,
author = {Alberto Barbosa and
Pedro Ribeiro and
In{\^{e}}s Dutra},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Similarity of Football Players Using Passing Sequences},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {51--61},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_5},
doi = {10.1007/978-3-031-02044-5\_5},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BarbosaRD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BaumannHR21,
author = {Philipp F. M. Baumann and
Torsten Hothorn and
David R{\"{u}}gamer},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Deep Conditional Transformation Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {3--18},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_1},
doi = {10.1007/978-3-030-86523-8\_1},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BaumannHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BeaujeanSY21,
author = {Paul Beaujean and
Florian Sikora and
Florian Yger},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Graph Homomorphism Features: Why Not Sample?},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {216--222},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_17},
doi = {10.1007/978-3-030-93736-2\_17},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BeaujeanSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Beauxis-Aussalet21,
author = {Emma Beauxis{-}Aussalet},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Error Variance, Fairness, and the Curse on Minorities},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {352--365},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_25},
doi = {10.1007/978-3-030-93733-1\_25},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Beauxis-Aussalet21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BeheraS21,
author = {Swarup Ranjan Behera and
V. Vijaya Saradhi},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Learning Strength and Weakness Rules of Cricket Players Using Association
Rule Mining},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {79--92},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_7},
doi = {10.1007/978-3-031-02044-5\_7},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BeheraS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Behzadi-Khormouji21,
author = {Hamed Behzadi Khormuji and
Habib Rostami},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Enhancing Performance of Occlusion-Based Explanation Methods by a
Hierarchical Search Method on Input Images},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {97--104},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_9},
doi = {10.1007/978-3-030-93736-2\_9},
timestamp = {Wed, 28 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Behzadi-Khormouji21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BekmanAJBKD21,
author = {Thomas Bekman and
Masoumeh Abolfathi and
Jafar Haadi Jafarian and
Ashis Kumer Biswas and
Farnoush Banaei Kashani and
Kuntal Das},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Practical Black Box Model Inversion Attacks Against Neural Nets},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {39--54},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_3},
doi = {10.1007/978-3-030-93733-1\_3},
timestamp = {Sat, 27 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BekmanAJBKD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BellomariniBLS21,
author = {Luigi Bellomarini and
Livia Blasi and
Rosario Laurendi and
Emanuel Sallinger},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {A Reasoning Approach to Financial Data Exchange with Statistical Confidentiality},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {226--231},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_16},
doi = {10.1007/978-3-030-93733-1\_16},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BellomariniBLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BenhamouSTBCG21,
author = {Eric Benhamou and
David Saltiel and
Serge Tabachnik and
Corentin Bourdeix and
Fran{\c{c}}ois Chareyron and
Beatrice Guez},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Adaptive Supervised Learning for Financial Markets Volatility Targeting
Models},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {195--209},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_14},
doi = {10.1007/978-3-030-93733-1\_14},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BenhamouSTBCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BennequinBTTH21,
author = {Etienne Bennequin and
Victor Bouvier and
Myriam Tami and
Antoine Toubhans and
C{\'{e}}line Hudelot},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query
Shift},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {554--569},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_34},
doi = {10.1007/978-3-030-86486-6\_34},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BennequinBTTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BergH21,
author = {Sophie van den Berg and
Marwan Hassani},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {On Inferring a Meaningful Similarity Metric for Customer Behaviour},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {234--250},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_15},
doi = {10.1007/978-3-030-86517-7\_15},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BergH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BezenacAG21,
author = {Emmanuel de B{\'{e}}zenac and
Ibrahim Ayed and
Patrick Gallinari},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {CycleGAN Through the Lens of (Dynamical) Optimal Transport},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {132--147},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_9},
doi = {10.1007/978-3-030-86520-7\_9},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BezenacAG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BhatiaWHC21,
author = {Siddharth Bhatia and
Yiwei Wang and
Bryan Hooi and
Tanmoy Chakraborty},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {36--51},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_3},
doi = {10.1007/978-3-030-86520-7\_3},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BhatiaWHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BiG21,
author = {Jia Bi and
Steve R. Gunn},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {A Variance Controlled Stochastic Method with Biased Estimation for
Faster Non-convex Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {135--150},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_9},
doi = {10.1007/978-3-030-86523-8\_9},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BiG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BieshaarHHS21,
author = {Maarten Bieshaar and
Marek Herde and
Denis Huseljic and
Bernhard Sick},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {A Concept for Highly Automated Pre-Labeling via Cross-Domain Label
Transfer for Perception in Autonomous Driving},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
pages = {65--69},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3079/ial2021\_paper5.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BieshaarHHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BighashdelMJD21,
author = {Ariyan Bighashdel and
Panagiotis Meletis and
Pavol Jancura and
Gijs Dubbelman},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Deep Adaptive Multi-intention Inverse Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {206--221},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_13},
doi = {10.1007/978-3-030-86486-6\_13},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BighashdelMJD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BiswasSAS21,
author = {Russa Biswas and
Radina Sofronova and
Mehwish Alam and
Harald Sack},
editor = {Mehwish Alam and
Mehdi Ali and
Paul Groth and
Pascal Hitzler and
Jens Lehmann and
Heiko Paulheim and
Achim Rettinger and
Harald Sack and
Afshin Sadeghi and
Volker Tresp},
title = {Contextual Language Models for Knowledge Graph Completion},
booktitle = {Machine Learning with Symbolic Methods and Knowledge Graphs co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2021), Virtual,
September 17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2997},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2997/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BiswasSAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BlairEHB21,
author = {Philip Blair and
Carmel Eliav and
Fiona Hasanaj and
Kfir Bar},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Balancing Speed and Accuracy in Neural-Enhanced Phonetic Name Matching},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {271--284},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_17},
doi = {10.1007/978-3-030-86517-7\_17},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BlairEHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BlanzeiskyC21,
author = {William Blanzeisky and
P{\'{a}}draig Cunningham},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Algorithmic Factors Influencing Bias in Machine Learning},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {559--574},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_41},
doi = {10.1007/978-3-030-93736-2\_41},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BlanzeiskyC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BouvierVCTH21,
author = {Victor Bouvier and
Philippe Very and
Cl{\'{e}}ment Chastagnol and
Myriam Tami and
C{\'{e}}line Hudelot},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {Stochastic Adversarial Gradient Embedding for Active Domain Adaptation},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
pages = {121--137},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3079/ial2021\_paper10.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BouvierVCTH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Bravo21,
author = {Jorge Miguel Bravo},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Forecasting Longevity for Financial Applications: {A} First Experiment
with Deep Learning Methods},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {232--249},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_17},
doi = {10.1007/978-3-030-93733-1\_17},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Bravo21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BunseM21,
author = {Mirko Bunse and
Katharina Morik},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Certification of Model Robustness in Active Class Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {266--281},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_17},
doi = {10.1007/978-3-030-86520-7\_17},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BunseM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BunseM21a,
author = {Mirko Bunse and
Katharina Morik},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {Active Class Selection with Uncertain Class Proportions},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
pages = {70--79},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3079/ial2021\_paper6.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BunseM21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BurghardtL21,
author = {Daniel Burghardt and
Pablo Lanillos},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Robot Localization and Navigation Through Predictive Processing Using
LiDAR},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {857--864},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_61},
doi = {10.1007/978-3-030-93736-2\_61},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BurghardtL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BuschjagerHPM21,
author = {Sebastian Buschj{\"{a}}ger and
Philipp{-}Jan Honysz and
Lukas Pfahler and
Katharina Morik},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Very Fast Streaming Submodular Function Maximization},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {151--166},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_10},
doi = {10.1007/978-3-030-86523-8\_10},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BuschjagerHPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ButepageML21,
author = {Judith B{\"{u}}tepage and
Lucas Maystre and
Mounia Lalmas},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Gaussian Process Encoders: VAEs with Reliable Latent-Space Uncertainty},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {84--99},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_6},
doi = {10.1007/978-3-030-86520-7\_6},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ButepageML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BuylB21,
author = {Maarten Buyl and
Tijl De Bie},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {The KL-Divergence Between a Graph Model and its Fair I-Projection
as a Fairness Regularizer},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {351--366},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_22},
doi = {10.1007/978-3-030-86520-7\_22},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BuylB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CaoLCGTLW21,
author = {Jiangxia Cao and
Xixun Lin and
Xin Cong and
Shu Guo and
Hengzhu Tang and
Tingwen Liu and
Bin Wang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Deep Structural Point Process for Learning Temporal Interaction Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {305--320},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_19},
doi = {10.1007/978-3-030-86486-6\_19},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CaoLCGTLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CastellaniSH21,
author = {Andrea Castellani and
Sebastian Schmitt and
Barbara Hammer},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Estimating the Electrical Power Output of Industrial Devices with
End-to-End Time-Series Classification in the Presence of Label Noise},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {469--484},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_29},
doi = {10.1007/978-3-030-86486-6\_29},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CastellaniSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CastelnovoMMMC21,
author = {Alessandro Castelnovo and
Lorenzo Malandri and
Fabio Mercorio and
Mario Mezzanzanica and
Andrea Cosentini},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Towards Fairness Through Time},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {647--663},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_46},
doi = {10.1007/978-3-030-93736-2\_46},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CastelnovoMMMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CastroFR21,
author = {Raphael Labaca Castro and
Sebastian Franz and
Gabi Dreo Rodosek},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {{AIMED-RL:} Exploring Adversarial Malware Examples with Reinforcement
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {37--52},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_3},
doi = {10.1007/978-3-030-86514-6\_3},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CastroFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChappuisLKST21,
author = {Christel Chappuis and
Sylvain Lobry and
Benjamin Kellenberger and
Bertrand Le Saux and
Devis Tuia},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {How to find a good image-text embedding for remote sensing visual
question answering?},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2021),
Virtual Conference, September 13-17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3088},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3088/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChappuisLKST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChauhanRSSB21,
author = {Anand Vir Singh Chauhan and
Shivshankar Reddy and
Maneet Singh and
Karamjit Singh and
Tanmoy Bhowmik},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Deviation-Based Marked Temporal Point Process for Marker Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {289--304},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_18},
doi = {10.1007/978-3-030-86486-6\_18},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChauhanRSSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenBX21,
author = {Kan Chen and
Zhiqi Bu and
Shiyun Xu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Asymptotic Statistical Analysis of Sparse Group {LASSO} via Approximate
Message Passing},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {510--526},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_31},
doi = {10.1007/978-3-030-86523-8\_31},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenBX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenKLB21,
author = {Xi Chen and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Adversarial Robustness of Probabilistic Network Embedding for Link
Prediction},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {22--38},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_2},
doi = {10.1007/978-3-030-93733-1\_2},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChenKLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenLWLJ21,
author = {Jiefeng Chen and
Yixuan Li and
Xi Wu and
Yingyu Liang and
Somesh Jha},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {{ATOM:} Robustifying Out-of-Distribution Detection Using Outlier Mining},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {430--445},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_26},
doi = {10.1007/978-3-030-86523-8\_26},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenLWLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenTNILC21,
author = {Zhi Chen and
Sarah Tan and
Harsha Nori and
Kori Inkpen and
Yin Lou and
Rich Caruana},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Using Explainable Boosting Machines (EBMs) to Detect Common Flaws
in Data},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {534--551},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_40},
doi = {10.1007/978-3-030-93736-2\_40},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChenTNILC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenWZZP21,
author = {Shiyi Chen and
Ziao Wang and
Xinni Zhang and
Xiaofeng Zhang and
Dan Peng},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Probing Negative Sampling for Contrastive Learning to Learn Graph
Representations},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {434--449},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_27},
doi = {10.1007/978-3-030-86520-7\_27},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenWZZP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChernyavskiyIN21,
author = {Anton Chernyavskiy and
Dmitry Ilvovsky and
Preslav Nakov},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Transformers: "The End of History" for Natural Language Processing?},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {677--693},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_41},
doi = {10.1007/978-3-030-86523-8\_41},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChernyavskiyIN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChinMM21,
author = {Ting{-}Wu Chin and
Ari S. Morcos and
Diana Marculescu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Joslim: Joint Widths and Weights Optimization for Slimmable Neural
Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {119--134},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_8},
doi = {10.1007/978-3-030-86523-8\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChinMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChouLWS21,
author = {Li Chou and
Zichang Liu and
Zhuang Wang and
Anshumali Shrivastava},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Efficient and Less Centralized Federated Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {772--787},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_47},
doi = {10.1007/978-3-030-86486-6\_47},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChouLWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChowdhuryMN21,
author = {Samir Chowdhury and
David Miller and
Tom Needham},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Quantized Gromov-Wasserstein},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {811--827},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_49},
doi = {10.1007/978-3-030-86523-8\_49},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChowdhuryMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ConsoliNTTT21,
author = {Sergio Consoli and
Matteo Negri and
Amirhossein Tebbifakhr and
Elisa Tosetti and
Marco Turchi},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {On Neural Forecasting and News Emotions: The Case of the Spanish Stock
Market},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {189--194},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_13},
doi = {10.1007/978-3-030-93733-1\_13},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ConsoliNTTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CooperDB21,
author = {Aidan Cooper and
Orla M. Doyle and
Alison Bourke},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Supervised Clustering for Subgroup Discovery: An Application to {COVID-19}
Symptomatology},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {408--422},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_29},
doi = {10.1007/978-3-030-93733-1\_29},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CooperDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CoraniBZ21,
author = {Giorgio Corani and
Alessio Benavoli and
Marco Zaffalon},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Time Series Forecasting with Gaussian Processes Needs Priors},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {103--117},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_7},
doi = {10.1007/978-3-030-86514-6\_7},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CoraniBZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DanBS21,
author = {Soham Dan and
Han Bao and
Masashi Sugiyama},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning from Noisy Similar and Dissimilar Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {233--249},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_15},
doi = {10.1007/978-3-030-86520-7\_15},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DanBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DanS21,
author = {Soham Dan and
Dushyant Sahoo},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Variance Reduced Stochastic Proximal Algorithm for {AUC} Maximization},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {184--199},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_12},
doi = {10.1007/978-3-030-86523-8\_12},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DanS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DangBCCW21,
author = {Chen Dang and
Cristina Bazgan and
Tristan Cazenave and
Morgan Chopin and
Pierre{-}Henri Wuillemin},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Monte Carlo Search Algorithms for Network Traffic Engineering},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {486--501},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_30},
doi = {10.1007/978-3-030-86514-6\_30},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DangBCCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DangRFA21,
author = {Chen Dang and
Hicham Randrianarivo and
Rapha{\"{e}}l Fournier{-}S'niehotta and
Nicolas Audebert},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Web Image Context Extraction with Graph Neural Networks and Sentence
Embeddings on the {DOM} Tree},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {258--267},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_20},
doi = {10.1007/978-3-030-93736-2\_20},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DangRFA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DasSCBB21,
author = {Soumi Das and
Arshdeep Singh and
Saptarshi Chatterjee and
Suparna Bhattacharya and
Sourangshu Bhattacharya},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Finding High-Value Training Data Subset Through Differentiable Convex
Programming},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {666--681},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_41},
doi = {10.1007/978-3-030-86520-7\_41},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DasSCBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DawoodBRM21,
author = {Muhammad Dawood and
Kim Branson and
Nasir M. Rajpoot and
Fayyaz ul Amir Afsar Minhas},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {All You Need is Color: Image Based Spatial Gene Expression Prediction
Using Neural Stain Learning},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {437--450},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_32},
doi = {10.1007/978-3-030-93733-1\_32},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DawoodBRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Debbi21,
author = {Hichem Debbi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Causal Explanation of Convolutional Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {633--649},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_39},
doi = {10.1007/978-3-030-86520-7\_39},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Debbi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DebeziaBKB21,
author = {Jean{-}Louis Debezia and
M{\'{e}}lodie Boillet and
Christopher Kermorvant and
Quentin Barral},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Drilling a Large Corpus of Document Images of Geological Information
Extraction},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {525--530},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_39},
doi = {10.1007/978-3-030-93733-1\_39},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DebeziaBKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DebnathGWWAA21,
author = {Ankur Debnath and
Nitish Gupta and
Govind Waghmare and
Hardik Wadhwa and
Siddhartha Asthana and
Ankur Arora},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Adversarial Generation of Temporal Data: {A} Critique on Fidelity
of Synthetic Data},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {306--321},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_24},
doi = {10.1007/978-3-030-93736-2\_24},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DebnathGWWAA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DedjaNPV21,
author = {Klest Dedja and
Felipe Kenji Nakano and
Konstantinos Pliakos and
Celine Vens},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Explaining a Random Survival Forest by Extracting Prototype Rules},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {451--458},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_33},
doi = {10.1007/978-3-030-93733-1\_33},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DedjaNPV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DonaG21,
author = {J{\'{e}}r{\'{e}}mie Don{\`{a}} and
Patrick Gallinari},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Differentiable Feature Selection, {A} Reparameterization Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {414--429},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_25},
doi = {10.1007/978-3-030-86523-8\_25},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DonaG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongKV21,
author = {Nanqing Dong and
Michael Kampffmeyer and
Irina Voiculescu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Self-supervised Multi-task Representation Learning for Sequential
Medical Images},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {779--794},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_47},
doi = {10.1007/978-3-030-86523-8\_47},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DongKV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongLXCC21,
author = {Kaiwen Dong and
Kai Lu and
Xin Xia and
David A. Cieslak and
Nitesh V. Chawla},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {An Optimized {NL2SQL} System for Enterprise Data Mart},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {335--350},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_21},
doi = {10.1007/978-3-030-86517-7\_21},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DongLXCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongZW21,
author = {Boxiang Dong and
Bo Zhang and
Wendy Hui Wang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {VeriDL: Integrity Verification of Outsourced Deep Learning Services},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {583--598},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_36},
doi = {10.1007/978-3-030-86520-7\_36},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DongZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuLW21,
author = {Yingpeng Du and
Hongzhi Liu and
Zhonghai Wu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Modeling Multi-factor and Multi-faceted Preferences over Sequential
Networks for Next Item Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {516--531},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_32},
doi = {10.1007/978-3-030-86520-7\_32},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuWCL21,
author = {Xin Du and
Jiahai Wang and
Siyuan Chen and
Zhiyue Liu},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Multi-agent Deep Reinforcement Learning with Spatio-Temporal Feature
Fusion for Traffic Signal Control},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {470--485},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_29},
doi = {10.1007/978-3-030-86514-6\_29},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DuWCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuanLL21,
author = {Jian{-}Hui Duan and
Wenzhong Li and
Sanglu Lu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {FedDNA: Federated Learning with Decoupled Normalization-Layer Aggregation
for Non-IID Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {722--737},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_44},
doi = {10.1007/978-3-030-86486-6\_44},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuanLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuivesteijnD21,
author = {Wouter Duivesteijn and
Thomas C. van Dijk},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Exceptional Gestalt Mining: Combining Magic Cards to Make Complex
Coalitions Thrive},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {191--204},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_16},
doi = {10.1007/978-3-031-02044-5\_16},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuivesteijnD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuvalM21,
author = {Alexandre Duval and
Fragkiskos D. Malliaros},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {GraphSVX: Shapley Value Explanations for Graph Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {302--318},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_19},
doi = {10.1007/978-3-030-86520-7\_19},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuvalM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EgwimEGA21,
author = {Christian Nnaemeka Egwim and
Oluwapelumi Oluwaseun Egunjobi and
{\'{A}}lvaro Gomes and
Hafiz Alaka},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {A Comparative Study on Machine Learning Algorithms for Assessing Energy
Efficiency of Buildings},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {546--566},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_41},
doi = {10.1007/978-3-030-93733-1\_41},
timestamp = {Sun, 22 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/EgwimEGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EhrhardtN21,
author = {Adrien Ehrhardt and
Minh Tuan Nguyen},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Automated {ESG} Report Analysis by Joint Entity and Relation Extraction},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {325--340},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_23},
doi = {10.1007/978-3-030-93733-1\_23},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/EhrhardtN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Einhaus0RS21,
author = {Lukas Einhaus and
Chao Qian and
Christopher Ringhofer and
Gregor Schiele},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Towards Precomputed 1D-Convolutional Layers for Embedded FPGAs},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {327--338},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_25},
doi = {10.1007/978-3-030-93736-2\_25},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Einhaus0RS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ErdmannM21,
author = {Tore Erdmann and
Christoph Mathys},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Rule Learning Through Active Inductive Inference},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {715--725},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_51},
doi = {10.1007/978-3-030-93736-2\_51},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ErdmannM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/EsakiMIM21,
author = {Kanako Esaki and
Tadayuki Matsumura and
Kiyoto Ito and
Hiroyuki Mizuno},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Sensorimotor Visual Perception on Embodied System Using Free Energy
Principle},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {865--877},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_62},
doi = {10.1007/978-3-030-93736-2\_62},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/EsakiMIM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FadelMTB21,
author = {Samuel G. Fadel and
Sebastian Mair and
Ricardo da Silva Torres and
Ulf Brefeld},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Principled Interpolation in Normalizing Flows},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {116--131},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_8},
doi = {10.1007/978-3-030-86520-7\_8},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FadelMTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Forman21,
author = {George Forman},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Getting Your Package to the Right Place: Supervised Machine Learning
for Geolocation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {403--419},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_25},
doi = {10.1007/978-3-030-86514-6\_25},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Forman21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ForouzeshT21,
author = {Mahsa Forouzesh and
Patrick Thiran},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Disparity Between Batches as a Signal for Early Stopping},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {217--232},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_14},
doi = {10.1007/978-3-030-86520-7\_14},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ForouzeshT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Fournier-VigerN21,
author = {Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Wei Song and
Wensheng Gan},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Machine Learning for Intelligent Industrial Design},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {158--172},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_11},
doi = {10.1007/978-3-030-93733-1\_11},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Fournier-VigerN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FourureJPT21,
author = {Damien Fourure and
Muhammad Usama Javaid and
Nicolas Posocco and
Simon Tihon},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Anomaly Detection: How to Artificially Increase Your F1-Score with
a Biased Evaluation Protocol},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {3--18},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_1},
doi = {10.1007/978-3-030-86514-6\_1},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FourureJPT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FrischLG21,
author = {Gabriel Frisch and
Jean{-}Benoist L{\'{e}}ger and
Yves Grandvalet},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Co-clustering for Fair Recommendation},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {607--630},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_44},
doi = {10.1007/978-3-030-93736-2\_44},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/FrischLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FrittoliCB21,
author = {Luca Frittoli and
Diego Carrera and
Giacomo Boracchi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Change Detection in Multivariate Datastreams Controlling False Alarms},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {421--436},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_26},
doi = {10.1007/978-3-030-86486-6\_26},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FrittoliCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GandhiAKC21,
author = {Ankit Gandhi and
Aakanksha and
Sivaramakrishnan Kaveri and
Vineet Chaoji},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Spatio-Temporal Multi-graph Networks for Demand Forecasting in Online
Marketplaces},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {187--203},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_12},
doi = {10.1007/978-3-030-86514-6\_12},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GandhiAKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Garcia-Piqueras21,
author = {Manuel Garcia{-}Piqueras and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Optimal Teaching Curricula with Compositional Simplicity Priors},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {705--721},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_43},
doi = {10.1007/978-3-030-86486-6\_43},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Garcia-Piqueras21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Garcia-SantaC21,
author = {Nuria Garc{\'{\i}}a{-}Santa and
Kendrick Cetina},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Extracting Multilingual Relations with Joint Learning of Language
Models},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {401--407},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_28},
doi = {10.1007/978-3-030-93733-1\_28},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Garcia-SantaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GaujacFB21,
author = {Benoit Gaujac and
Ilya Feige and
David Barber},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning Disentangled Representations with the Wasserstein Autoencoder},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {69--84},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_5},
doi = {10.1007/978-3-030-86523-8\_5},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GaujacFB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GiacomettiS21,
author = {Arnaud Giacometti and
Arnaud Soulet},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Reservoir Pattern Sampling in Data Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {337--352},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_21},
doi = {10.1007/978-3-030-86486-6\_21},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GiacomettiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GibsonS21,
author = {Matthew J. Gibson and
Arcot Sowmya},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Semi-supervised Siamese Networks for Change Recognition with {VHR}
Imagery},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2021),
Virtual Conference, September 13-17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3088},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3088/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GibsonS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GrariHLD21,
author = {Vincent Grari and
Oualid El Hajouji and
Sylvain Lamprier and
Marcin Detyniecki},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning Unbiased Representations via R{\'{e}}nyi Minimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {749--764},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_46},
doi = {10.1007/978-3-030-86520-7\_46},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GrariHLD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Guo21,
author = {Hongyu Guo},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Midpoint Regularization: From High Uncertainty Training Labels to
Conservative Classification Decisions},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {184--199},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_12},
doi = {10.1007/978-3-030-86520-7\_12},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Guo21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuoDXHZ21,
author = {Pengxin Guo and
Chang Deng and
Linjie Xu and
Xiaonan Huang and
Yu Zhang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Deep Multi-task Augmented Feature Learning via Hierarchical Graph
Neural Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {538--553},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_33},
doi = {10.1007/978-3-030-86486-6\_33},
timestamp = {Sat, 26 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GuoDXHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GurumoorthyJM21,
author = {Karthik S. Gurumoorthy and
Pratik Jawanpuria and
Bamdev Mishra},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {{SPOT:} {A} Framework for Selection of Prototypes Using Optimal Transport},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {535--551},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_33},
doi = {10.1007/978-3-030-86514-6\_33},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GurumoorthyJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuyomardFBG21,
author = {Victor Guyomard and
Fran{\c{c}}oise Fessant and
Tassadit Bouadi and
Thomas Guyet},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Post-hoc Counterfactual Generation with Supervised Autoencoder},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {105--114},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_10},
doi = {10.1007/978-3-030-93736-2\_10},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GuyomardFBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HadaC21,
author = {Suryabhan Singh Hada and
Miguel {\'{A}}. Carreira{-}Perpi{\~{n}}{\'{a}}n},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Exploring Counterfactual Explanations for Classification and Regression
Trees},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {489--504},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_37},
doi = {10.1007/978-3-030-93736-2\_37},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HadaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HajipourBSF21,
author = {Hossein Hajipour and
Apratim Bhattacharyya and
Cristian{-}Alexandru Staicu and
Mario Fritz},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {SampleFix: Learning to Generate Functionally Diverse Fixes},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {119--133},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_8},
doi = {10.1007/978-3-030-93733-1\_8},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HajipourBSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HajipourMF21,
author = {Hossein Hajipour and
Mateusz Malinowski and
Mario Fritz},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {IReEn: Reverse-Engineering of Black-Box Functions via Iterative Neural
Program Synthesis},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {143--157},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_10},
doi = {10.1007/978-3-030-93733-1\_10},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HajipourMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HallBN21,
author = {Hamish Hall and
Pedro Baiz and
Philip Nadler},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Efficient Analysis of Transactional Data Using Graph Convolutional
Networks},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {210--225},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_15},
doi = {10.1007/978-3-030-93733-1\_15},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HallBN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HamerD21,
author = {Victor Hamer and
Pierre Dupont},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Robust Selection Stability Estimation in Correlated Spaces},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {446--461},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_27},
doi = {10.1007/978-3-030-86523-8\_27},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HamerD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HanG21,
author = {Xuejun Han and
Yuhong Guo},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Continual Learning with Dual Regularizations},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {619--634},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_38},
doi = {10.1007/978-3-030-86486-6\_38},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HanG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaoJYC21,
author = {Zhiyong Hao and
Yixuan Jiang and
Huihua Yu and
Hsiao{-}Dong Chiang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Adaptive Learning Rate and Momentum for Training Deep Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {381--396},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_23},
doi = {10.1007/978-3-030-86523-8\_23},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HaoJYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Harmelen21,
author = {Frank van Harmelen},
editor = {Mehwish Alam and
Mehdi Ali and
Paul Groth and
Pascal Hitzler and
Jens Lehmann and
Heiko Paulheim and
Achim Rettinger and
Harald Sack and
Afshin Sadeghi and
Volker Tresp},
title = {Keynote},
booktitle = {Machine Learning with Symbolic Methods and Knowledge Graphs co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2021), Virtual,
September 17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2997},
publisher = {CEUR-WS.org},
year = {2021},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Harmelen21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HeLZZT21,
author = {Bingjie He and
Shukai Li and
Chen Zhang and
Baihua Zheng and
Fugee Tsung},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Holistic Prediction for Public Transport Crowd Flows: {A} Spatio Dynamic
Graph Network Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {321--336},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_20},
doi = {10.1007/978-3-030-86486-6\_20},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HeLZZT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HeYWWZ21,
author = {Jingzhu He and
Chin{-}Chia Michael Yeh and
Yanhong Wu and
Liang Wang and
Wei Zhang},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Mining Anomalies in Subspaces of High-Dimensional Time Series for
Financial Transactional Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {19--36},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_2},
doi = {10.1007/978-3-030-86514-6\_2},
timestamp = {Thu, 04 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HeYWWZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HeatonM21,
author = {Connor T. Heaton and
Prasenjit Mitra},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Learning to Describe Player Form in the {MLB}},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {93--102},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_8},
doi = {10.1007/978-3-031-02044-5\_8},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HeatonM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Henriksen21,
author = {Morten Henriksen},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Blankets All the Way up - the Economics of Active Inference},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {763--771},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_53},
doi = {10.1007/978-3-030-93736-2\_53},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Henriksen21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HimmelhuberJRR21,
author = {Anna Himmelhuber and
Mitchell Joblin and
Martin Ringsquandl and
Thomas A. Runkler},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Demystifying Graph Neural Network Explanations},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {67--75},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_6},
doi = {10.1007/978-3-030-93736-2\_6},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HimmelhuberJRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HoeffelenL21,
author = {Niels van Hoeffelen and
Pablo Lanillos},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Deep Active Inference for Pixel-Based Discrete Control: Evaluation
on the Car Racing Problem},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {843--856},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_60},
doi = {10.1007/978-3-030-93736-2\_60},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HoeffelenL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Holzinger21,
author = {Andreas Holzinger},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {The Next Frontier: {AI} We Can Really Trust},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {427--440},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_33},
doi = {10.1007/978-3-030-93736-2\_33},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Holzinger21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HongNM21,
author = {Zhang{-}Wei Hong and
Prabhat Nagarajan and
Guilherme Maeda},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Periodic Intra-ensemble Knowledge Distillation for Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {87--103},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_6},
doi = {10.1007/978-3-030-86486-6\_6},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HongNM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangHVS21,
author = {Zhixin Huang and
Yujiang He and
Stephan Vogt and
Bernhard Sick},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {Uncertainty and Utility Sampling with Pre-Clustering},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
pages = {21--34},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3079/ial2021\_paper2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HuangHVS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangM21,
author = {Guanjie Huang and
Fenglong Ma},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {ConCAD: Contrastive Learning-Based Cross Attention for Sleep Apnea
Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {68--84},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_5},
doi = {10.1007/978-3-030-86517-7\_5},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuangPMP21,
author = {Tianjin Huang and
Yulong Pei and
Vlado Menkovski and
Mykola Pechenizkiy},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {On Generalization of Graph Autoencoders with Adversarial Training},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {367--382},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_23},
doi = {10.1007/978-3-030-86520-7\_23},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuangPMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Hutsebaut-Buysse21,
author = {Matthias Hutsebaut{-}Buysse and
Tom De Schepper and
Kevin Mets and
Steven Latr{\'{e}}},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Disagreement Options: Task Adaptation Through Temporally Extended
Actions},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {190--205},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_12},
doi = {10.1007/978-3-030-86486-6\_12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Hutsebaut-Buysse21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/IdelbayevC21,
author = {Yerlan Idelbayev and
Miguel {\'{A}}. Carreira{-}Perpi{\~{n}}{\'{a}}n},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {More General and Effective Model Compression via an Additive Combination
of Compressions},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {233--248},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_15},
doi = {10.1007/978-3-030-86523-8\_15},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/IdelbayevC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/IpenburgSP21,
author = {Ilja van Ipenburg and
Dolly Sapra and
Andy D. Pimentel},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Exploring Cell-Based Neural Architectures for Embedded Systems},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {363--374},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_28},
doi = {10.1007/978-3-030-93736-2\_28},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/IpenburgSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/IrurozkiPLS21,
author = {Ekhine Irurozki and
Aritz P{\'{e}}rez and
Jesus L. Lobo and
Javier Del Ser},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Rank Aggregation for Non-stationary Data Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {297--313},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_18},
doi = {10.1007/978-3-030-86523-8\_18},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/IrurozkiPLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JacquelinVD21,
author = {Nicolas Jacquelin and
Romain Vuillemot and
Stefan Duffner},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Detecting Swimmers in Unconstrained Videos with Few Training Data},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {145--154},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_12},
doi = {10.1007/978-3-031-02044-5\_12},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JacquelinVD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JaniszewskiLS21,
author = {Piotr Janiszewski and
Mateusz Lango and
Jerzy Stefanowski},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Time Aspect in Making an Actionable Prediction of a Conversation Breakdown},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {351--364},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_22},
doi = {10.1007/978-3-030-86517-7\_22},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JaniszewskiLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JanssensB21,
author = {Bram Janssens and
Matthias Bogaert},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Imputation of Non-participated Race Results},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {155--166},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_13},
doi = {10.1007/978-3-031-02044-5\_13},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JanssensB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Jasiunas0C21,
author = {Zygimantas Jasiunas and
Pedro M. Ferreira and
Jos{\'{e}} Cec{\'{\i}}lio},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Building Appliances Energy Performance Assessment},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {511--524},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_38},
doi = {10.1007/978-3-030-93733-1\_38},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Jasiunas0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JawedJSG21,
author = {Shayan Jawed and
Hadi S. Jomaa and
Lars Schmidt{-}Thieme and
Josif Grabocka},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Multi-task Learning Curve Forecasting Across Hyperparameter Configurations
and Datasets},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {485--501},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_30},
doi = {10.1007/978-3-030-86486-6\_30},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JawedJSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JayathilakaMS21,
author = {Mirantha Jayathilaka and
Tingting Mu and
Uli Sattler},
editor = {Mehwish Alam and
Mehdi Ali and
Paul Groth and
Pascal Hitzler and
Jens Lehmann and
Heiko Paulheim and
Achim Rettinger and
Harald Sack and
Afshin Sadeghi and
Volker Tresp},
title = {Ontology-based n-ball Concept Embeddings Informing Few-shot Image
Classification},
booktitle = {Machine Learning with Symbolic Methods and Knowledge Graphs co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2021), Virtual,
September 17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2997},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2997/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JayathilakaMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiJFS21,
author = {Yugang Ji and
Tianrui Jia and
Yuan Fang and
Chuan Shi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Dynamic Heterogeneous Graph Embedding via Heterogeneous Hawkes Process},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {388--403},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_24},
doi = {10.1007/978-3-030-86486-6\_24},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiJFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiaFPBL21,
author = {Yunzhe Jia and
Eibe Frank and
Bernhard Pfahringer and
Albert Bifet and
Nick Jin Sean Lim},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Studying and Exploiting the Relationship Between Model Accuracy and
Explanation Quality},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {699--714},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_43},
doi = {10.1007/978-3-030-86520-7\_43},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JiaFPBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangSTC21,
author = {Lun Jiang and
Nima Salehi Sadghiani and
Zhuo Tao and
Andrew Cohen},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Generating Multi-type Temporal Sequences to Mitigate Class-Imbalanced
Problem},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {135--150},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_9},
doi = {10.1007/978-3-030-86514-6\_9},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangSTC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangWCYFXMMSS21,
author = {Renhe Jiang and
Zhaonan Wang and
Zekun Cai and
Chuang Yang and
Zipei Fan and
Tianqi Xia and
Go Matsubara and
Hiroto Mizuseki and
Xuan Song and
Ryosuke Shibasaki},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Countrywide Origin-Destination Matrix Prediction and Its Application
for {COVID-19}},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {319--334},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_20},
doi = {10.1007/978-3-030-86514-6\_20},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JiangWCYFXMMSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JiangZB21,
author = {Keyuan Jiang and
Dingkai Zhang and
Gordon R. Bernard},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Mining Medication-Effect Relations from Twitter Data Using Pre-trained
Transformer Language Model},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {468--478},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_35},
doi = {10.1007/978-3-030-93733-1\_35},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JiangZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KacupajPSLM21,
author = {Endri Kacupaj and
Shyamnath Premnadh and
Kuldeep Singh and
Jens Lehmann and
Maria Maleshkova},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {{VOGUE:} Answer Verbalization Through Multi-Task Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {563--579},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_34},
doi = {10.1007/978-3-030-86523-8\_34},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KacupajPSLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KampZK21,
author = {Serafina Kamp and
Andong Luis Li Zhao and
Sindhu Kutty},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Robustness of Fairness: An Experimental Analysis},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {591--606},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_43},
doi = {10.1007/978-3-030-93736-2\_43},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KampZK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KanCY21,
author = {Xuan Kan and
Hejie Cui and
Carl Yang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Zero-Shot Scene Graph Relation Prediction Through Commonsense Knowledge
Integration},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {466--482},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_29},
doi = {10.1007/978-3-030-86520-7\_29},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KanCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KananiMPHB21,
author = {Pallika Kanani and
Virendra J. Marathe and
Daniel W. Peterson and
Rave Harpaz and
Steve Bright},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Private Cross-Silo Federated Learning for Extracting Vaccine Adverse
Event Mentions},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {490--505},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_37},
doi = {10.1007/978-3-030-93733-1\_37},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KananiMPHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KanebakoT21,
author = {Yusuke Kanebako and
Kazuki Tsukamoto},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {PuzzleShuffle: Undesirable Feature Learning for Semantic Shift Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {3--19},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_1},
doi = {10.1007/978-3-030-86517-7\_1},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KanebakoT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KangLB21,
author = {Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Explanations for Network Embedding-Based Link Predictions},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {473--488},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_36},
doi = {10.1007/978-3-030-93736-2\_36},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KangLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KaniaSAB21,
author = {Lucas Kania and
Manuel Sch{\"{u}}rch and
Dario Azzimonti and
Alessio Benavoli},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Sparse Information Filter for Fast Gaussian Process Regression},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {527--542},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_32},
doi = {10.1007/978-3-030-86523-8\_32},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KaniaSAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KastelH21,
author = {Natalie Kastel and
Casper Hesp},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Ideas Worth Spreading: {A} Free Energy Proposal for Cumulative Cultural
Dynamics},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {784--798},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_55},
doi = {10.1007/978-3-030-93736-2\_55},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KastelH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Kathirgamanathan21,
author = {Bahavathy Kathirgamanathan and
James Davenport and
Brian Caulfield and
P{\'{a}}draig Cunningham},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Using Barycenters as Aggregate Representations of Repetition-Based
Time-Series Exercise Data},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {178--188},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_15},
doi = {10.1007/978-3-031-02044-5\_15},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Kathirgamanathan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhanAKHK21,
author = {Rayyan Ahmad Khan and
Muhammad Umer Anwaar and
Omran Kaddah and
Zhiwei Han and
Martin Kleinsteuber},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Unsupervised Learning of Joint Embeddings for Node Representation
and Community Detection},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {19--35},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_2},
doi = {10.1007/978-3-030-86520-7\_2},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KhanAKHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KhoshnevisanC21,
author = {Farzaneh Khoshnevisan and
Min Chi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Unifying Domain Adaptation and Domain Generalization for Robust Prediction
Across Minority Racial Groups},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {521--537},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_32},
doi = {10.1007/978-3-030-86486-6\_32},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KhoshnevisanC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KimKCLYK21,
author = {Hyunsung Kim and
Jihun Kim and
Dongwook Chung and
Jonghyun Lee and
Jinsung Yoon and
Sang{-}Ki Ko},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {6MapNet: Representing Soccer Players from Tracking Data by a Triplet
Network},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {3--14},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_1},
doi = {10.1007/978-3-031-02044-5\_1},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KimKCLYK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KinghornMB21,
author = {Paul F. Kinghorn and
Beren Millidge and
Christopher L. Buckley},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Habitual and Reflective Control in Hierarchical Predictive Coding},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {830--842},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_59},
doi = {10.1007/978-3-030-93736-2\_59},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KinghornMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KiskinCSWR21,
author = {Ivan Kiskin and
Adam D. Cobb and
Marianne Sinka and
Kathy Willis and
Stephen J. Roberts},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Automatic Acoustic Mosquito Tagging with Bayesian Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {351--366},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_22},
doi = {10.1007/978-3-030-86514-6\_22},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KiskinCSWR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KissH21,
author = {P{\'{e}}ter Kiss and
Tom{\'{a}}s Horv{\'{a}}th},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Migrating Models: {A} Decentralized View on Federated Learning},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {177--191},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_15},
doi = {10.1007/978-3-030-93736-2\_15},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KissH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KleinKWESSF21,
author = {Bernhard Klein and
Lisa Kuhn and
Johannes Weis and
Arne Emmel and
Yannik Stradmann and
Johannes Schemmel and
Holger Fr{\"{o}}ning},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Towards Addressing Noise and Static Variations of Analog Computations
Using Efficient Retraining},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {409--420},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_32},
doi = {10.1007/978-3-030-93736-2\_32},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KleinKWESSF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KomarekBS21,
author = {Tom{\'{a}}s Kom{\'{a}}rek and
Jan Brabec and
Petr Somol},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Explainable Multiple Instance Learning with Instance Selection Randomized
Trees},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {715--730},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_44},
doi = {10.1007/978-3-030-86520-7\_44},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KomarekBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KoryckiK21,
author = {Lukasz Korycki and
Bartosz Krawczyk},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Streaming Decision Trees for Lifelong Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {502--518},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_31},
doi = {10.1007/978-3-030-86486-6\_31},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KoryckiK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KovacsT21,
author = {Roland Kovacs and
L{\'{a}}szl{\'{o}} Toka},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Predicting Player Transfers in the Small World of Football},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {39--50},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_4},
doi = {10.1007/978-3-031-02044-5\_4},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KovacsT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KumariCBC21,
author = {Priyadarshini Kumari and
Siddhartha Chaudhuri and
Vivek S. Borkar and
Subhasis Chaudhuri},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {A Unified Batch Selection Policy for Active Metric Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {599--616},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_37},
doi = {10.1007/978-3-030-86520-7\_37},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KumariCBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KunduGB21,
author = {Arpita Kundu and
Subhasis Ghosh and
Indrajit Bhattacharya},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Semi-structured Document Annotation Using Entity and Relation Types},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {52--68},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_4},
doi = {10.1007/978-3-030-86523-8\_4},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KunduGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuniyoshiOM21,
author = {Fusataka Kuniyoshi and
Jun Ozawa and
Makoto Miwa},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Analyzing Research Trends in Inorganic Materials Literature Using
{NLP}},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {319--334},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_20},
doi = {10.1007/978-3-030-86517-7\_20},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KuniyoshiOM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Lamb21,
author = {Lu{\'{\i}}s C. Lamb},
editor = {Mehwish Alam and
Mehdi Ali and
Paul Groth and
Pascal Hitzler and
Jens Lehmann and
Heiko Paulheim and
Achim Rettinger and
Harald Sack and
Afshin Sadeghi and
Volker Tresp},
title = {Keynote: Neurosymbolic {AI:} An Overview},
booktitle = {Machine Learning with Symbolic Methods and Knowledge Graphs co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2021), Virtual,
September 17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2997},
publisher = {CEUR-WS.org},
year = {2021},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Lamb21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LendersC21,
author = {Daphne Lenders and
Toon Calders},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Learning a Fair Distance Function for Situation Testing},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {631--646},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_45},
doi = {10.1007/978-3-030-93736-2\_45},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LendersC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeungSZM21,
author = {Jonathan Leung and
Zhiqi Shen and
Zhiwei Zeng and
Chunyan Miao},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Goal Modelling for Deep Reinforcement Learning Agents},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {271--286},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_17},
doi = {10.1007/978-3-030-86486-6\_17},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LeungSZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiFCLS21,
author = {Yaqiong Li and
Xuhui Fan and
Ling Chen and
Bin Li and
Scott A. Sisson},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Decoupling Sparsity and Smoothness in Dirichlet Belief Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {148--163},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_10},
doi = {10.1007/978-3-030-86520-7\_10},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiFCLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiJ21,
author = {Yang Li and
Shihao Ji},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Dep-L\({}_{\mbox{0}}\): Improving L\({}_{\mbox{0}}\)-Based Network
Sparsification via Dependency Modeling},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {167--183},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_11},
doi = {10.1007/978-3-030-86523-8\_11},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiKW21,
author = {Shouheng Li and
Dongwoo Kim and
Qing Wang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {450--465},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_28},
doi = {10.1007/978-3-030-86520-7\_28},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiL21,
author = {Yinan Li and
Fang Liu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Continuous-Time Markov-Switching {GARCH} Process with Robust State
Path Identification and Volatility Estimation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {370--387},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_23},
doi = {10.1007/978-3-030-86486-6\_23},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiLL21,
author = {Xin Li and
Jun Liao and
Li Liu},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Recognizing Skeleton-Based Hand Gestures by a Spatio-Temporal Network},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {151--167},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_10},
doi = {10.1007/978-3-030-86514-6\_10},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiLZWXL21,
author = {Siyuan Li and
Haitao Lin and
Zelin Zang and
Lirong Wu and
Jun Xia and
Stan Z. Li},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Invertible Manifold Learning for Dimension Reduction},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {713--728},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_43},
doi = {10.1007/978-3-030-86523-8\_43},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiLZWXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiZSLS21,
author = {Xin{-}Chun Li and
De{-}Chuan Zhan and
Yunfeng Shao and
Bingshuai Li and
Shaoming Song},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {FedPHP: Federated Personalization with Inherited Private Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {587--602},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_36},
doi = {10.1007/978-3-030-86486-6\_36},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiZSLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiaoL21,
author = {Shizhong Liao and
Junfan Li},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {High-Probability Kernel Alignment Regret Bounds for Online Kernel
Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {67--83},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_5},
doi = {10.1007/978-3-030-86486-6\_5},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiaoL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LinSCWT21,
author = {Ting{-}Wei Lin and
Ruei{-}Yao Sun and
Hsuan{-}Ling Chang and
Chuan{-}Ju Wang and
Ming{-}Feng Tsai},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {{XRR:} Explainable Risk Ranking for Financial Reports},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {253--268},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_16},
doi = {10.1007/978-3-030-86514-6\_16},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LinSCWT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LinsnerADKF21,
author = {Florian Linsner and
Linara Adilova and
Sina D{\"{a}}ubener and
Michael Kamp and
Asja Fischer},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Approaches to Uncertainty Quantification in Federated Deep Learning},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {128--145},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_12},
doi = {10.1007/978-3-030-93736-2\_12},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LinsnerADKF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuGALYX21,
author = {Chenyi Liu and
Nan Geng and
Vaneet Aggarwal and
Tian Lan and
Yuan Yang and
Mingwei Xu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {{CMIX:} Deep Multi-agent Reinforcement Learning with Peak and Average
Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {157--173},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_10},
doi = {10.1007/978-3-030-86486-6\_10},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuGALYX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuWL21,
author = {Lin Liu and
Li Wang and
Tao Lian},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Discovering Proper Neighbors to Improve Session-Based Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {353--369},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_22},
doi = {10.1007/978-3-030-86486-6\_22},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuWL21a,
author = {Zhiyue Liu and
Jiahai Wang and
Zhenghong Li},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Topic-to-Essay Generation with Comprehensive Knowledge Enhancement},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {302--318},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_19},
doi = {10.1007/978-3-030-86517-7\_19},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuWL21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuY21,
author = {Jingzhou Liu and
Yiming Yang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Enhancing Summarization with Text Classification via Topic Consistency},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {661--676},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_40},
doi = {10.1007/978-3-030-86523-8\_40},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuYTLSY21,
author = {Yanbin Liu and
Makoto Yamada and
Yao{-}Hung Hubert Tsai and
Tam Le and
Ruslan Salakhutdinov and
Yi Yang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with
Optimal Transport},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {655--670},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_40},
doi = {10.1007/978-3-030-86486-6\_40},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiuYTLSY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LooverenK21,
author = {Arnaud Van Looveren and
Janis Klaise},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Interpretable Counterfactual Explanations Guided by Prototypes},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {650--665},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_40},
doi = {10.1007/978-3-030-86520-7\_40},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LooverenK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LouisetGDHGD21,
author = {Robin Louiset and
Pietro Gori and
Benoit Dufumier and
Josselin Houenou and
Antoine Grigis and
Edouard Duchesnay},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {{UCSL} : {A} Machine Learning Expectation-Maximization Framework for
Unsupervised Clustering Driven by Supervised Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {755--771},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_46},
doi = {10.1007/978-3-030-86486-6\_46},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LouisetGDHGD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LozanoOPRPGCEO21,
author = {Miguel Angel Lozano and
{\`{O}}scar Garibo i Orts and
Eloy Pi{\~{n}}ol and
Miguel Rebollo and
Kristina Polotskaya and
Miguel {\'{A}}ngel Garc{\'{\i}}a{-}March and
J. Alberto Conejero and
Francisco Escolano and
Nuria Oliver},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Open Data Science to Fight {COVID-19:} Winning the 500k {XPRIZE} Pandemic
Response Challenge},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {384--399},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_24},
doi = {10.1007/978-3-030-86514-6\_24},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LozanoOPRPGCEO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LuTYTOTMK21,
author = {Xiaotian Lu and
Arseny Tolmachev and
Tatsuya Yamamoto and
Koh Takeuchi and
Seiji Okajima and
Tomoyoshi Takebayashi and
Koji Maruhashi and
Hisashi Kashima},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Crowdsourcing Evaluation of Saliency-Based {XAI} Methods},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {431--446},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_27},
doi = {10.1007/978-3-030-86517-7\_27},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LuTYTOTMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LucaVTR21,
author = {Martino {Bernasconi de Luca} and
Edoardo Vittori and
Francesco Trov{\`{o}} and
Marcello Restelli},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Conservative Online Convex Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {19--34},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_2},
doi = {10.1007/978-3-030-86486-6\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LucaVTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LuccioniPLAL21,
author = {Alexandra Sasha Luccioni and
Katherine Hoffmann Pham and
Cynthia Sin Nga Lam and
Joseph Aylett{-}Bullock and
Miguel A. Luengo{-}Oroz},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Ensuring the Inclusive Use of {NLP} in the Global Response to {COVID-19}},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {259--266},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_18},
doi = {10.1007/978-3-030-93733-1\_18},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LuccioniPLAL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LyuT21,
author = {Yueming Lyu and
Ivor W. Tsang},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Black-Box Optimizer with Stochastic Implicit Natural Gradient},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {217--232},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_14},
doi = {10.1007/978-3-030-86523-8\_14},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LyuT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaaslandPBGNZL21,
author = {Troy Maasland and
Jo{\~{a}}o Pereira and
Diogo Bastos and
Marcus de Goffau and
Max Nieuwdorp and
Aeilko H. Zwinderman and
Evgeni Levin},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Interpretable Models via Pairwise Permutations Algorithm},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {15--25},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_2},
doi = {10.1007/978-3-030-93736-2\_2},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MaaslandPBGNZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MadanCV21,
author = {Manchit Madan and
Ankur Chouragade and
Sreekanth Vempati},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {The Joy of Dressing Is an Art: Outfit Generation Using Self-attention
Bi-LSTM},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {218--233},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_14},
doi = {10.1007/978-3-030-86517-7\_14},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MadanCV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaedaWOOKN21,
author = {Shin{-}ichi Maeda and
Hayato Watahiki and
Yi Ouyang and
Shintarou Okada and
Masanori Koyama and
Prabhat Nagarajan},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Reconnaissance for Reinforcement Learning with Safety Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {567--582},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_35},
doi = {10.1007/978-3-030-86520-7\_35},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaedaWOOKN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaeleVCD21,
author = {Toon Van de Maele and
Tim Verbelen and
Ozan {\c{C}}atal and
Bart Dhoedt},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Disentangling What and Where for 3D Object-Centric Representations
Through Active Inference},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {701--714},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_50},
doi = {10.1007/978-3-030-93736-2\_50},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MaeleVCD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaggioD21,
author = {Simona Maggio and
L{\'{e}}o Dreyfus{-}Schmidt},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Ensembling Shift Detectors: An Extensive Empirical Evaluation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {362--377},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_22},
doi = {10.1007/978-3-030-86523-8\_22},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaggioD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaiaMGA21,
author = {Paulo Maia and
Joana Morgado and
Tiago Gon{\c{c}}alves and
Tom{\'{e}} Albuquerque},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Applying Machine Learning for Traffic Forecasting in Porto, Portugal},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {299--308},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_21},
doi = {10.1007/978-3-030-93733-1\_21},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaiaMGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MalandriMMN21,
author = {Lorenzo Malandri and
Fabio Mercorio and
Mario Mezzanzanica and
Navid Nobani},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {TaxoRef: Embeddings Evaluation for AI-driven Taxonomy Refinement},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {612--627},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_37},
doi = {10.1007/978-3-030-86523-8\_37},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MalandriMMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MalekmohammadiS21,
author = {Saber Malekmohammadi and
Kiarash Shaloudegi and
Zeou Hu and
Yaoliang Yu},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Splitting Algorithms for Federated Learning},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {159--176},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_14},
doi = {10.1007/978-3-030-93736-2\_14},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MalekmohammadiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MandaglioTG21,
author = {Domenico Mandaglio and
Andrea Tagarelli and
Francesco Gullo},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Correlation Clustering with Global Weight Bounds},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {499--515},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_31},
doi = {10.1007/978-3-030-86520-7\_31},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MandaglioTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MansourifarAFSN21,
author = {Hadi Mansourifar and
Dana Alsagheer and
Reza Fathi and
Weidong Shi and
Lan Ni and
Yan Huang},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Hate Speech Detection in Clubhouse},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {341--351},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_24},
doi = {10.1007/978-3-030-93733-1\_24},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MansourifarAFSN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MartinFVDLLB21,
author = {Tomas Martin and
Victor Fuentes and
Petko Valtchev and
Abdoulaye Banir{\'{e}} Diallo and
Ren{\'{e}} Lacroix and
Maxime Leduc and
Mounir Boukadoum},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Towards Mining Generalized Patterns from {RDF} Data and a Domain Ontology},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {268--278},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_21},
doi = {10.1007/978-3-030-93736-2\_21},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MartinFVDLLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MathewNVS21,
author = {Jose Mathew and
Meghana Negi and
Rutvik Vijjali and
Jairaj Sathyanarayana},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {DeFraudNet: An End-to-End Weak Supervision Framework to Detect Fraud
in Online Food Delivery},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {85--99},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_6},
doi = {10.1007/978-3-030-86514-6\_6},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MathewNVS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MaulanaL21,
author = {Muhammad Rizki Maulana and
Wee Sun Lee},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Ensemble and Auxiliary Tasks for Data-Efficient Deep Reinforcement
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {122--138},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_8},
doi = {10.1007/978-3-030-86486-6\_8},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MaulanaL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MeeraW21,
author = {Ajith Anil Meera and
Martijn Wisse},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {On the Convergence of DEM's Linear Parameter Estimator},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {692--700},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_49},
doi = {10.1007/978-3-030-93736-2\_49},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MeeraW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MelodiaL21,
author = {Luciano Melodia and
Richard Lenz},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Homological Time Series Analysis of Sensor Signals from Power Plants},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {283--299},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_22},
doi = {10.1007/978-3-030-93736-2\_22},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MelodiaL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MeulemeesterSFM21,
author = {Hannes De Meulemeester and
Joachim Schreurs and
Micha{\"{e}}l Fanuel and
Bart De Moor and
Johan A. K. Suykens},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {The Bures Metric for Generative Adversarial Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {52--66},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_4},
doi = {10.1007/978-3-030-86520-7\_4},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MeulemeesterSFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MillerSRVEA21,
author = {Benjamin A. Miller and
Zohair Shafi and
Wheeler Ruml and
Yevgeniy Vorobeychik and
Tina Eliassi{-}Rad and
Scott Alfeld},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {{PATHATTACK:} Attacking Shortest Paths in Complex Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {532--547},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_33},
doi = {10.1007/978-3-030-86520-7\_33},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MillerSRVEA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MinhasTWRR21,
author = {Fayyaz A. Minhas and
Michael S. Toss and
Noor ul Wahab and
Emad Rakha and
Nasir M. Rajpoot},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {L\({}_{\mbox{1}}\)-Regularized Neural Ranking for Risk Stratification
and Its Application to Prediction of Time to Distant Metastasis in
Luminal Node Negative Chemotherapy Na{\"{\i}}ve Breast Cancer
Patients},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {390--400},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_27},
doi = {10.1007/978-3-030-93733-1\_27},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MinhasTWRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MohammadiJKARMP21,
author = {Hassan Ghasemzadeh Mohammadi and
Felix Paul Jentzsch and
Maurice Kuschel and
Rahil Arshad and
Sneha Rautmare and
Suraj Manjunatha and
Marco Platzner and
Alexander Boschmann and
Dirk Schollbach},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {FLight: {FPGA} Acceleration of Lightweight {DNN} Model Inference in
Industrial Analytics},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {351--362},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_27},
doi = {10.1007/978-3-030-93736-2\_27},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MohammadiJKARMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MoharrerKYI21,
author = {Armin Moharrer and
Khashayar Kamran and
Edmund Yeh and
Stratis Ioannidis},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Robust Regression via Model Based Methods},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {200--216},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_13},
doi = {10.1007/978-3-030-86523-8\_13},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MoharrerKYI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MonteiroM21,
author = {Miguel Jos{\'{e}} Monteiro and
Paulo Maia},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {A Framework for Building pro-bono Data for Good Projects},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {267--282},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_19},
doi = {10.1007/978-3-030-93733-1\_19},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MonteiroM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MorinG21,
author = {Janneke Morin and
Krishnendu Ghosh},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Linguistic Analysis of Stack Overflow Data: Native English vs Non-native
English Speakers},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {134--142},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_9},
doi = {10.1007/978-3-030-93733-1\_9},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MorinG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MouGWRDB21,
author = {Yongli Mou and
Jiahui Geng and
Sascha Welten and
Chunming Rong and
Stefan Decker and
Oya Beyan},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Optimized Federated Learning on Class-Biased Distributed Data Sources},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {146--158},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_13},
doi = {10.1007/978-3-030-93736-2\_13},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MouGWRDB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MouraKDMLSHL21,
author = {Henrique Duarte Moura and
Leonid Kholkine and
Laurens Van Damme and
Kevin Mets and
Christiaan Leysen and
Tom De Schepper and
Peter Hellinckx and
Steven Latr{\'{e}}},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Low Cost Player Tracking in Field Hockey},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {103--115},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_9},
doi = {10.1007/978-3-031-02044-5\_9},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MouraKDMLSHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MullerCDHB21,
author = {Oliver M{\"{u}}ller and
Matthew Caron and
Michael D{\"{o}}ring and
Tim Heuwinkel and
Jochen Baumeister},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {{PIVOT:} {A} Parsimonious End-to-End Learning Framework for Valuing
Player Actions in Handball Using Tracking Data},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {116--128},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_10},
doi = {10.1007/978-3-031-02044-5\_10},
timestamp = {Thu, 30 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MullerCDHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MurayamaWA21,
author = {Taichi Murayama and
Shoko Wakamiya and
Eiji Aramaki},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Single Model for Influenza Forecasting of Multiple Countries by Multi-task
Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {335--350},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_21},
doi = {10.1007/978-3-030-86514-6\_21},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/MurayamaWA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NaumannN21,
author = {Philip Naumann and
Eirini Ntoutsi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Consequence-Aware Sequential Counterfactual Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {682--698},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_42},
doi = {10.1007/978-3-030-86520-7\_42},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NaumannN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NautaJPS21,
author = {Meike Nauta and
Annemarie Jutte and
Jesper C. Provoost and
Christin Seifert},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {This Looks Like That, Because ... Explaining Prototypes for Interpretable
Image Recognition},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {441--456},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_34},
doi = {10.1007/978-3-030-93736-2\_34},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NautaJPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NavarroKG21,
author = {Carlos Mougan Navarro and
Georgios Kanellos and
Thomas Gottron},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Desiderata for Explainable {AI} in Statistical Production Systems
of the European Central Bank},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {575--590},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_42},
doi = {10.1007/978-3-030-93736-2\_42},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NavarroKG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NawazFNCW21,
author = {M. Saqib Nawaz and
Philippe Fournier{-}Viger and
Muhammad Zohaib Nawaz and
Guoting Chen and
Youxi Wu},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Metamorphic Malware Behavior Analysis Using Sequential Pattern Mining},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {90--103},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_6},
doi = {10.1007/978-3-030-93733-1\_6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NawazFNCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NehemyaMSE21,
author = {Elior Nehemya and
Yael Mathov and
Asaf Shabtai and
Yuval Elovici},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Taking over the Stock Market: Adversarial Perturbations Against Algorithmic
Traders},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {221--236},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_14},
doi = {10.1007/978-3-030-86514-6\_14},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NehemyaMSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenGNRNTLRV21,
author = {Dang Nguyen and
Sunil Gupta and
Trong Nguyen and
Santu Rana and
Phuoc Nguyen and
Truyen Tran and
Ky Le and
Shannon Ryan and
Svetha Venkatesh},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Knowledge Distillation with Distribution Mismatch},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {250--265},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_16},
doi = {10.1007/978-3-030-86520-7\_16},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenGNRNTLRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenGSG21,
author = {Manh Hung Nguyen and
Isabelle Guyon and
Lisheng Sun{-}Hosoya and
Nathan Grinsztajn},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {MetaREVEAL: RL-based Meta-learning from Learning Curves},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
pages = {1--20},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3079/ial2021\_paper1.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenGSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenKHF21,
author = {Anna Nguyen and
Franz Krause and
Daniel Hagenmayer and
Michael F{\"{a}}rber},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Quantifying Explanations of Neural Networks in E-Commerce Based on
{LRP}},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {251--267},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_16},
doi = {10.1007/978-3-030-86517-7\_16},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenKHF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenTGRDV21,
author = {Phuoc Nguyen and
Truyen Tran and
Sunil Gupta and
Santu Rana and
Hieu{-}Chi Dam and
Svetha Venkatesh},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Variational Hyper-encoding Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {100--115},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_7},
doi = {10.1007/978-3-030-86520-7\_7},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenTGRDV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NguyenTLGRNNRV21,
author = {Phuoc Nguyen and
Truyen Tran and
Ky Le and
Sunil Gupta and
Santu Rana and
Dang Nguyen and
Trong Nguyen and
Shannon Ryan and
Svetha Venkatesh},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Fast Conditional Network Compression Using Bayesian HyperNetworks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {330--345},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_20},
doi = {10.1007/978-3-030-86523-8\_20},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NguyenTLGRNNRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NimiAUL21,
author = {Sumaiya Tabassum Nimi and
Md. Adnan Arefeen and
Md. Yusuf Sarwar Uddin and
Yugyung Lee},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {{EARLIN:} Early Out-of-Distribution Detection for Resource-Efficient
Collaborative Inference},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {635--651},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_39},
doi = {10.1007/978-3-030-86486-6\_39},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NimiAUL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NitzscheND021,
author = {Sven Nitzsche and
Moritz Neher and
Stefan von Dosky and
J{\"{u}}rgen Becker},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Ultra-low Power Machinery Fault Detection Using Deep Neural Networks},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {390--396},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_30},
doi = {10.1007/978-3-030-93736-2\_30},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NitzscheND021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Nodet0BC21,
author = {Pierre Nodet and
Vincent Lemaire and
Alexis Bondu and
Antoine Cornu{\'{e}}jols},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {Contrastive Representations for Label Noise Require Fine-Tuning},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
pages = {89--104},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3079/ial2021\_paper8.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Nodet0BC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NonnenmacherRS21,
author = {Manuel Nonnenmacher and
David Reeb and
Ingo Steinwart},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Which Minimizer Does My Neural Network Converge To?},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {87--102},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_6},
doi = {10.1007/978-3-030-86523-8\_6},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NonnenmacherRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NotoATHHCHR21,
author = {Tommaso Di Noto and
Chirine Atat and
Eduardo Gamito Teiga and
Monika Hegi and
Andreas Hottinger and
Meritxell Bach Cuadra and
Patric Hagmann and
Jonas Richiardi},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Diagnostic Surveillance of High-Grade Gliomas: Towards Automated Change
Detection Using Radiology Report Classification},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {423--436},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_30},
doi = {10.1007/978-3-030-93733-1\_30},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NotoATHHCHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ObrenovicLMIG21,
author = {Mihailo Obrenovic and
Thomas Andrew Lampert and
Fran{\c{c}}ois Monde{-}Kossi and
Milos R. Ivanovic and
Pierre Gan{\c{c}}arski},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {{SS-HIDA:} Semi-Supervised Heterogeneous Image Domain Adaptation},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2021),
Virtual Conference, September 13-17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3088},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3088/paper3.pdf},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ObrenovicLMIG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Ofori-BoatengSA21,
author = {Dorcas Ofori{-}Boateng and
Ignacio Segovia{-}Dominguez and
Cuneyt Gurcan Akcora and
Murat Kantarcioglu and
Yulia R. Gel},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {788--804},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_48},
doi = {10.1007/978-3-030-86486-6\_48},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Ofori-BoatengSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OgawaMSFO21,
author = {Yuya Ogawa and
Seiji Maekawa and
Yuya Sasaki and
Yasuhiro Fujiwara and
Makoto Onizuka},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Adaptive Node Embedding Propagation for Semi-supervised Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {417--433},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_26},
doi = {10.1007/978-3-030-86520-7\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/OgawaMSFO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OualiHT21,
author = {Yassine Ouali and
C{\'{e}}line Hudelot and
Myriam Tami},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Spatial Contrastive Learning for Few-Shot Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {671--686},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_41},
doi = {10.1007/978-3-030-86486-6\_41},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/OualiHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PaulSGR21,
author = {Aswin Paul and
Noor Sajid and
Manoj Gopalkrishnan and
Adeel Razi},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Active Inference for Stochastic Control},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {669--680},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_47},
doi = {10.1007/978-3-030-93736-2\_47},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PaulSGR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PhamL21,
author = {Dang Pham and
Tuan M. V. Le},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Neural Topic Models for Hierarchical Topic Detection and Visualization},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {35--51},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_3},
doi = {10.1007/978-3-030-86523-8\_3},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PhamL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PhucTOTTMK21,
author = {Luu Huu Phuc and
Koh Takeuchi and
Seiji Okajima and
Arseny Tolmachev and
Tomoyoshi Takebayashi and
Koji Maruhashi and
Hisashi Kashima},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Inter-domain Multi-relational Link Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {285--301},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_18},
doi = {10.1007/978-3-030-86520-7\_18},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PhucTOTTMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PlucinskiLS21,
author = {Kamil Plucinski and
Mateusz Lango and
Jerzy Stefanowski},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Prototypical Convolutional Neural Network for a Phrase-Based Explanation
of Sentiment Classification},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {457--472},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_35},
doi = {10.1007/978-3-030-93736-2\_35},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PlucinskiLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PontoizeauSYC21,
author = {Thomas Pontoizeau and
Florian Sikora and
Florian Yger and
Tristan Cazenave},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Neural Maximum Independent Set},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {223--237},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_18},
doi = {10.1007/978-3-030-93736-2\_18},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PontoizeauSYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Poux-MedardVL21,
author = {Ga{\"{e}}l Poux{-}M{\'{e}}dard and
Julien Velcin and
Sabine Loudcher},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Information Interaction Profile of Choice Adoption},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {103--118},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_7},
doi = {10.1007/978-3-030-86523-8\_7},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Poux-MedardVL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PrasseBKKBS21,
author = {Paul Prasse and
Jan Brabec and
Jan Kohout and
Martin Kopp and
Luk{\'{a}}s Bajer and
Tobias Scheffer},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Learning Explainable Representations of Malware Behavior},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {53--68},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_4},
doi = {10.1007/978-3-030-86514-6\_4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/PrasseBKKBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/QueyrelTZ21,
author = {Maxence Queyrel and
Alexandre Templier and
Jean{-}Daniel Zucker},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Reject and Cascade Classifier with Subgroup Discovery for Interpretable
Metagenomic Signatures},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {49--66},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_5},
doi = {10.1007/978-3-030-93736-2\_5},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/QueyrelTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RahimianT21,
author = {Pegah Rahimian and
L{\'{a}}szl{\'{o}} Toka},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Inferring the Strategy of Offensive and Defensive Play in Soccer with
Inverse Reinforcement Learning},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {26--38},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_3},
doi = {10.1007/978-3-031-02044-5\_3},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RahimianT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RahmanWKK21,
author = {Md. Mostafizer Rahman and
Yutaka Watanobe and
Rage Uday Kiran and
Raihan Kabir},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {A Stacked Bidirectional {LSTM} Model for Classifying Source Codes
Built in MPLs},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {75--89},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_5},
doi = {10.1007/978-3-030-93733-1\_5},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RahmanWKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RajendranZSP21,
author = {Pavithra Rajendran and
Alexandros Zenonos and
Joshua Spear and
Rebecca Pope},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Embed Wisely: An Ensemble Approach to Predict {ICD} Coding},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {371--389},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_26},
doi = {10.1007/978-3-030-93733-1\_26},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RajendranZSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RakowskiL21,
author = {Alexander Rakowski and
Christoph Lippert},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Disentanglement and Local Directions of Variance},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {19--34},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_2},
doi = {10.1007/978-3-030-86523-8\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RakowskiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RamosBAK21,
author = {Joao A. Candido Ramos and
Lionel Blond{\'{e}} and
St{\'{e}}phane Armand and
Alexandros Kalousis},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Conditional Neural Relational Inference for Interacting Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {182--197},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_12},
doi = {10.1007/978-3-030-86517-7\_12},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RamosBAK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RappMFH21,
author = {Michael Rapp and
Eneldo Loza Menc{\'{\i}}a and
Johannes F{\"{u}}rnkranz and
Eyke H{\"{u}}llermeier},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Gradient-Based Label Binning in Multi-label Classification},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {462--477},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_28},
doi = {10.1007/978-3-030-86523-8\_28},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RappMFH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ReCTCBR21,
author = {Gerlando Re and
Fabio Chiusano and
Francesco Trov{\`{o}} and
Diego Carrera and
Giacomo Boracchi and
Marcello Restelli},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Exploiting History Data for Nonstationary Multi-armed Bandit},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {51--66},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_4},
doi = {10.1007/978-3-030-86486-6\_4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ReCTCBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RoyZGS21,
author = {Kaushik Roy and
Qi Zhang and
Manas Gaur and
Amit P. Sheth},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Knowledge Infused Policy Gradients with Upper Confidence Bound for
Relational Bandits},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {35--50},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_3},
doi = {10.1007/978-3-030-86486-6\_3},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RoyZGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RuzickaKTPH21,
author = {Jir{\'{\i}} Ruzicka and
Jan Koza and
Jir{\'{\i}} Tumpach and
Zbynek Pitra and
Martin Holena},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Andreas Holzinger and
Barbara Hammer},
title = {Combining Gaussian Processes with Neural Networks for Active Learning
in Optimization},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning {(IAL}
2021) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2021), Bilbao, Spain, September 13, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3079},
pages = {105--120},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3079/ial2021\_paper9.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RuzickaKTPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SaadallahJM21,
author = {Amal Saadallah and
Matthias Jakobs and
Katharina Morik},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Explainable Online Deep Neural Network Selection Using Adaptive Saliency
Maps for Time Series Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {404--420},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_25},
doi = {10.1007/978-3-030-86486-6\_25},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SaadallahJM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SaberSMD21,
author = {Hassan Saber and
L{\'{e}}o Saci and
Odalric{-}Ambrym Maillard and
Audrey Durand},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Routine Bandits: Minimizing Regret on Recurring Problems},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {3--18},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_1},
doi = {10.1007/978-3-030-86486-6\_1},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SaberSMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SachwehBL21,
author = {Timon Sachweh and
Daniel Boiar and
Thomas Liebig},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Differentially Private Learning from Label Proportions},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {119--127},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_11},
doi = {10.1007/978-3-030-93736-2\_11},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SachwehBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SadeghiCGL21,
author = {Afshin Sadeghi and
Diego Collarana and
Damien Graux and
Jens Lehmann},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Embedding Knowledge Graphs Attentive to Positional and Centrality
Qualities},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {548--564},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_34},
doi = {10.1007/978-3-030-86520-7\_34},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SadeghiCGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SadeghiWB21,
author = {Bashir Sadeghi and
Lan Wang and
Vishnu Naresh Boddeti},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Adversarial Representation Learning with Closed-Form Solvers},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {731--748},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_45},
doi = {10.1007/978-3-030-86520-7\_45},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SadeghiWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Saeidi21,
author = {Mozhgan Saeidi},
editor = {Mehwish Alam and
Mehdi Ali and
Paul Groth and
Pascal Hitzler and
Jens Lehmann and
Heiko Paulheim and
Achim Rettinger and
Harald Sack and
Afshin Sadeghi and
Volker Tresp},
title = {Contextual Graph Representation Learning in Text Disambiguation},
booktitle = {Machine Learning with Symbolic Methods and Knowledge Graphs co-located
with European Conference on Machine Learning and Principles and Practice
of Knowledge Discovery in Databases {(ECML} {PKDD} 2021), Virtual,
September 17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2997},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2997/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Saeidi21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SafronS21,
author = {Adam Safron and
Zahra Sheikhbahaee},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Dream to Explore: 5-HT2a as Adaptive Temperature Parameter for Sophisticated
Affective Inference},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {799--809},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_56},
doi = {10.1007/978-3-030-93736-2\_56},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SafronS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SahaMSZ21,
author = {Sudipan Saha and
Lichao Mou and
Muhammad Shahzad and
Xiao Xiang Zhu},
editor = {Thomas Corpetti and
Dino Ienco and
Roberto Interdonato and
Minh{-}Tan Pham and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {Segmentation of {VHR} {EO} Images using Unsupervised Learning},
booktitle = {Proceedings of {MACLEAN:} MAChine Learning for EArth ObservatioN Workshop
co-located with the European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML/PKDD} 2021),
Virtual Conference, September 13-17, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3088},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3088/paper2.pdf},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SahaMSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SainiDP21,
author = {Uday Singh Saini and
Pravallika Devineni and
Evangelos E. Papalexakis},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Subspace Clustering Based Analysis of Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {697--712},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_42},
doi = {10.1007/978-3-030-86523-8\_42},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SainiDP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Sakai21,
author = {Tomoya Sakai},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Source Hypothesis Transfer for Zero-Shot Domain Adaptation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {570--586},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_35},
doi = {10.1007/978-3-030-86486-6\_35},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Sakai21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SalinasBRV21,
author = {Nelly Rosaura Palacios Salinas and
Mitra Baratchi and
Jan N. van Rijn and
Andreas Vollrath},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Automated Machine Learning for Satellite Data: Integrating Remote
Sensing Pre-trained Models into AutoML Systems},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {447--462},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_28},
doi = {10.1007/978-3-030-86517-7\_28},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SalinasBRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SattariJWJL21,
author = {Arsalan Sattari and
Ulf Johansson and
Erik Wilderoth and
Jasmin Jakupovic and
Peter Larsson{-}Green},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {The Interpretable Representation of Football Player Roles Based on
Passing/Receiving Patterns},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {62--76},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_6},
doi = {10.1007/978-3-031-02044-5\_6},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SattariJWJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchirmerER21,
author = {Mona Schirmer and
Mazin Eltayeb and
Maja Rudolph},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Continuous-Discrete Recurrent Kalman Networks for Irregular Time Series},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {300--305},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_23},
doi = {10.1007/978-3-030-93736-2\_23},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchirmerER21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchlegelLKS21,
author = {Udo Schlegel and
Duy Vo Lam and
Daniel A. Keim and
Daniel Seebacher},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {{TS-MULE:} Local Interpretable Model-Agnostic Explanations for Time
Series Forecast Models},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {5--14},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_1},
doi = {10.1007/978-3-030-93736-2\_1},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchlegelLKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchreiberVS21,
author = {Jens Schreiber and
Stephan Vogt and
Bernhard Sick},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Task Embedding Temporal Convolution Networks for Transfer Learning
Problems in Renewable Power Time Series Forecast},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {118--134},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_8},
doi = {10.1007/978-3-030-86514-6\_8},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SchreiberVS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchusterHBKT21,
author = {Armin Schuster and
Christian Heidorn and
Marcel Brand and
Oliver Kesz{\"{o}}cze and
J{\"{u}}rgen Teich},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Design Space Exploration of Time, Energy, and Error Rate Trade-offs
for CNNs Using Accuracy-Programmable Instruction Set Processors},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {375--389},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_29},
doi = {10.1007/978-3-030-93736-2\_29},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SchusterHBKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Segurola-GilZEU21,
author = {Lander Segurola{-}Gil and
Francesco Zola and
Xabier Echeberria{-}Barrio and
Raul Orduna Urrutia},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {NBcoded: Network Attack Classifiers Based on Encoder and Naive Bayes
Model for Resource Limited Devices},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {55--70},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_4},
doi = {10.1007/978-3-030-93733-1\_4},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Segurola-GilZEU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShankarS21,
author = {Shiv Shankar and
Daniel Sheldon},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Sibling Regression for Generalized Linear Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {781--795},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_48},
doi = {10.1007/978-3-030-86520-7\_48},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShankarS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SharmaKK21,
author = {Arushi Sharma and
Anubha Kabra and
Rajiv Kapoor},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Feature Enhanced Capsule Networks for Robust Automatic Essay Scoring},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {365--380},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_23},
doi = {10.1007/978-3-030-86517-7\_23},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SharmaKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShenCZYZY21,
author = {Jian Shen and
Mingcheng Chen and
Zhicheng Zhang and
Zhengyu Yang and
Weinan Zhang and
Yong Yu},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Model-Based Offline Policy Optimization with Distribution Correcting
Regularization},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {174--189},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_11},
doi = {10.1007/978-3-030-86486-6\_11},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShenCZYZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShiC21,
author = {Zijian Shi and
John Cartlidge},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {The Limit Order Book Recreation Model {(LOBRM):} An Extended Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {204--220},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_13},
doi = {10.1007/978-3-030-86514-6\_13},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShiC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShiSZLL21,
author = {Wenxian Shi and
Yuxuan Song and
Hao Zhou and
Bohan Li and
Lei Li},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Follow Your Path: {A} Progressive Method for Knowledge Distillation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {596--611},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_36},
doi = {10.1007/978-3-030-86523-8\_36},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShiSZLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SivaprasadSMG21,
author = {Sarath Sivaprasad and
Ankur Singh and
Naresh Manwani and
Vineet Gandhi},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {The Curious Case of Convex Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {738--754},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_45},
doi = {10.1007/978-3-030-86486-6\_45},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SivaprasadSMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SommerA021,
author = {Lukas Sommer and
Cristian Axenie and
Andreas Koch},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {{SPNC:} Fast Sum-Product Network Inference},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {397--408},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_31},
doi = {10.1007/978-3-030-93736-2\_31},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SommerA021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SordelloBD21,
author = {Matteo Sordello and
Zhiqi Bu and
Jinshuo Dong},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Privacy Amplification via Iteration for Shuffled and Online {PNSGD}},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {796--813},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_49},
doi = {10.1007/978-3-030-86520-7\_49},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SordelloBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SousaFMGHG21,
author = {Andr{\'{e}} Sousa and
Jo{\~{a}}o Pascoal Faria and
Jo{\~{a}}o Mendes{-}Moreira and
Duarte Gomes and
Pedro Castro Henriques and
Ricardo Gra{\c{c}}a},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Applying Machine Learning to Risk Assessment in Software Projects},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {104--118},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_7},
doi = {10.1007/978-3-030-93733-1\_7},
timestamp = {Fri, 31 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SousaFMGHG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SouzaNOOLH21,
author = {Artur L. F. Souza and
Luigi Nardi and
Leonardo B. Oliveira and
Kunle Olukotun and
Marius Lindauer and
Frank Hutter},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Bayesian Optimization with a Prior for the Optimum},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {265--296},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_17},
doi = {10.1007/978-3-030-86523-8\_17},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SouzaNOOLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StadtlanderHW21,
author = {Eike Stadtl{\"{a}}nder and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Learning Weakly Convex Sets in Metric Spaces},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {200--216},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_13},
doi = {10.1007/978-3-030-86520-7\_13},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StadtlanderHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StarniniTZPAFPR21,
author = {Michele Starnini and
Charalampos E. Tsourakakis and
Maryam Zamanipour and
Andr{\'{e}} Panisson and
Walter Allasia and
Marco Fornasiero and
Laura Li Puma and
Valeria Ricci and
Silvia Ronchiadin and
Angela Ugrinoska and
Marco Varetto and
Dario Moncalvo},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Smurf-Based Anti-money Laundering in Time-Evolving Transaction Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {171--186},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_11},
doi = {10.1007/978-3-030-86514-6\_11},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StarniniTZPAFPR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SteyaertBV21,
author = {Micha{\"{e}}l Steyaert and
Jelle De Bock and
Steven Verstockt},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Sensor-Based Performance Monitoring in Track Cycling},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {167--177},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_14},
doi = {10.1007/978-3-031-02044-5\_14},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SteyaertBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SudharsanPBA21,
author = {Bharath Sudharsan and
Pankesh Patel and
John G. Breslin and
Muhammad Intizar Ali},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Enabling Machine Learning on the Edge Using {SRAM} Conserving Efficient
Neural Networks Execution Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {20--35},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_2},
doi = {10.1007/978-3-030-86517-7\_2},
timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SudharsanPBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SunARC21,
author = {Guoxin Sun and
Tansu Alpcan and
Benjamin I. P. Rubinstein and
Seyit Camtepe},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Strategic Mitigation Against Wireless Attacks on Autonomous Platoons},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {69--84},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_5},
doi = {10.1007/978-3-030-86514-6\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SunARC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SunJCM21,
author = {Wei Sun and
Shaoxiong Ji and
Erik Cambria and
Pekka Marttinen},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Multitask Recalibrated Aggregation Network for Medical Code Prediction},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {367--383},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_23},
doi = {10.1007/978-3-030-86514-6\_23},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SunJCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SzycWM21,
author = {Kamil Szyc and
Tomasz Walkowiak and
Henryk Maciejewski},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Checking Robustness of Representations Learned by Deep Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {399--414},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_25},
doi = {10.1007/978-3-030-86517-7\_25},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SzycWM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Tatti21,
author = {Nikolaj Tatti},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Approximation Algorithms for Confidence Bands for Time Series},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {437--452},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_27},
doi = {10.1007/978-3-030-86486-6\_27},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Tatti21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TavaraSB21,
author = {Shirin Tavara and
Alexander Schliep and
Debabrota Basu},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Federated Learning of Oligonucleotide Drug Molecule Thermodynamics
with Differentially Private ADMM-Based {SVM}},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {459--467},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_34},
doi = {10.1007/978-3-030-93733-1\_34},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TavaraSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TchagheSP21,
author = {V{\'{e}}ronne Yepmo Tchaghe and
Gr{\'{e}}gory Smits and
Olivier Pivert},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {A Classification of Anomaly Explanation Methods},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {26--33},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_3},
doi = {10.1007/978-3-030-93736-2\_3},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TchagheSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TeixeiraLVR021,
author = {S{\'{o}}nia Teixeira and
Guilherme Londres and
Bruno Veloso and
Rita P. Ribeiro and
Jo{\~{a}}o Gama},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Improving Smart Waste Collection Using AutoML},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {283--298},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_20},
doi = {10.1007/978-3-030-93733-1\_20},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TeixeiraLVR021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Teno0CL21,
author = {Gonz{\'{a}}lez Dos Santos Teno and
Chunyan Wang and
Niklas Carlsson and
Patrick Lambrix},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Predicting Season Outcomes for the {NBA}},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 8th International
Workshop, {MLSA} 2021, Virtual Event, September 13, 2021, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1571},
pages = {129--142},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-02044-5\_11},
doi = {10.1007/978-3-031-02044-5\_11},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Teno0CL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TheeuwesHZ21,
author = {Nikki Theeuwes and
Geert{-}Jan van Houtum and
Yingqian Zhang},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Improving Ambulance Dispatching with Machine Learning and Simulation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {302--318},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_19},
doi = {10.1007/978-3-030-86514-6\_19},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TheeuwesHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ThejaswiOG21,
author = {Suhas Thejaswi and
Bruno Ordozgoiti and
Aristides Gionis},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Diversity-Aware k-median: Clustering with Fair Center Representation},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {765--780},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_47},
doi = {10.1007/978-3-030-86520-7\_47},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ThejaswiOG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TheobaldAPCCN21,
author = {Claire Theobald and
Bastien Arcelin and
Fr{\'{e}}d{\'{e}}ric Pennerath and
Brieuc Conan{-}Guez and
Miguel Couceiro and
Amedeo Napoli},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity
Regression},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {135--150},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_9},
doi = {10.1007/978-3-030-86517-7\_9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TheobaldAPCCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TianZL21,
author = {Lin Tian and
Xiuzhen Zhang and
Jey Han Lau},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Rumour Detection via Zero-Shot Cross-Lingual Transfer Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12975},
pages = {603--618},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86486-6\_37},
doi = {10.1007/978-3-030-86486-6\_37},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TianZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TraganitisG21,
author = {Panagiotis A. Traganitis and
Georgios B. Giannakis},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Bayesian Crowdsourcing with Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {543--559},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_33},
doi = {10.1007/978-3-030-86523-8\_33},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TraganitisG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/UmarASR21,
author = {Prasanna Umar and
Chandan Akiti and
Anna Cinzia Squicciarini and
Sarah Michele Rajtmajer},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {Self-disclosure on Twitter During the {COVID-19} Pandemic: {A} Network
Perspective},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12978},
pages = {271--286},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86514-6\_17},
doi = {10.1007/978-3-030-86514-6\_17},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/UmarASR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Uniyal021,
author = {Deepak Uniyal and
Amit Agarwal},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {IRLCov19: {A} Large {COVID-19} Multilingual Twitter Dataset of Indian
Regional Languages},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {309--324},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_22},
doi = {10.1007/978-3-030-93733-1\_22},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Uniyal021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VMG21,
author = {Venktesh V and
Mukesh K. Mohania and
Vikram Goyal},
editor = {Yuxiao Dong and
Nicolas Kourtellis and
Barbara Hammer and
Jos{\'{e}} Antonio Lozano},
title = {TagRec: Automated Tagging of Questions with Hierarchical Learning
Taxonomy},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain,
September 13-17, 2021, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12979},
pages = {381--396},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86517-7\_24},
doi = {10.1007/978-3-030-86517-7\_24},
timestamp = {Thu, 30 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VaishampayanPSA21,
author = {Sushodhan Vaishampayan and
Aditi Pawde and
Akshada Shinde and
Manoj Apte and
Girish Keshav Palshikar},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Data Envelopment Analysis for Energy Audits of Housing Properties},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1525},
pages = {531--545},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93733-1\_40},
doi = {10.1007/978-3-030-93733-1\_40},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VaishampayanPSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VelosoCKTMHG21,
author = {Bruno Veloso and
Luciano Caroprese and
Matthias K{\"{o}}nig and
S{\'{o}}nia Teixeira and
Giuseppe Manco and
Holger H. Hoos and
Jo{\~{a}}o Gama},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Hyper-parameter Optimization for Latent Spaces},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {249--264},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_16},
doi = {10.1007/978-3-030-86523-8\_16},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VelosoCKTMHG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VermeireLRMD21,
author = {Tom Vermeire and
Thibault Laugel and
Xavier Renard and
David Martens and
Marcin Detyniecki},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {How to Choose an Explainability Method? Towards a Methodical Implementation
of {XAI} in Practice},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {521--533},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_39},
doi = {10.1007/978-3-030-93736-2\_39},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VermeireLRMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VeysehNMN21,
author = {Amir Pouran Ben Veyseh and
Minh Van Nguyen and
Bonan Min and
Thien Huu Nguyen},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Augmenting Open-Domain Event Detection with Synthetic Data from {GPT-2}},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {644--660},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_39},
doi = {10.1007/978-3-030-86523-8\_39},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VeysehNMN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ViallardGHM21,
author = {Paul Viallard and
Pascal Germain and
Amaury Habrard and
Emilie Morvant},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Self-bounding Majority Vote Learning Algorithms by the Direct Minimization
of a Tight PAC-Bayesian C-Bound},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {167--183},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_11},
doi = {10.1007/978-3-030-86520-7\_11},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ViallardGHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VirgoBM21,
author = {Nathaniel Virgo and
Martin Biehl and
Simon McGregor},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Interpreting Dynamical Systems as Bayesian Reasoners},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {726--762},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_52},
doi = {10.1007/978-3-030-93736-2\_52},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VirgoBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VracemN21,
author = {Gauthier Van Vracem and
Siegfried Nijssen},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Iterated Matrix Reordering},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {745--761},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_45},
doi = {10.1007/978-3-030-86523-8\_45},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VracemN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WaadeMM21,
author = {Peter Thestrup Waade and
Nace Mikus and
Christoph Mathys},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Inferring in Circles: Active Inference in Continuous State Space Using
Hierarchical Gaussian Filtering of Sufficient Statistics},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {810--818},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_57},
doi = {10.1007/978-3-030-93736-2\_57},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WaadeMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WalterNHRHW021,
author = {Iris Walter and
Jonas Ney and
Tim Hotfilter and
Vladimir Rybalkin and
Julian H{\"{o}}fer and
Norbert Wehn and
J{\"{u}}rgen Becker},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Embedded Face Recognition for Personalized Services in the Assistive
Robotics},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {339--350},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_26},
doi = {10.1007/978-3-030-93736-2\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WalterNHRHW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangWYL21,
author = {Yifei Wang and
Yisen Wang and
Jiansheng Yang and
Zhouchen Lin},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Reparameterized Sampling for Generative Adversarial Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {494--509},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_30},
doi = {10.1007/978-3-030-86523-8\_30},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangWYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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