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@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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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}
}
@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}
}
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