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@proceedings{DBLP:conf/pkdd/2020-4,
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-67667-4},
doi = {10.1007/978-3-030-67667-4},
isbn = {978-3-030-67666-7},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2020-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0001CLZL20,
author = {Hua Wei and
Chacha Chen and
Chang Liu and
Guanjie Zheng and
Zhenhui Li},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Learning to Simulate on Sparse Trajectory Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {530--545},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_32},
doi = {10.1007/978-3-030-67667-4\_32},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0001CLZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AnK20,
author = {Mingxiao An and
Sundong Kim},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Neural User Embedding from Browsing Events},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {175--191},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_11},
doi = {10.1007/978-3-030-67667-4\_11},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AnK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BacherJDAHNCT0C20,
author = {Ivan Bacher and
Hossein Javidnia and
Soumyabrata Dev and
Rahul Agrahari and
Murhaf Hossari and
Matthew Nicholson and
Clare Conran and
Jian Tang and
Peng Song and
David Corrigan and
Fran{\c{c}}ois Piti{\'{e}}},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {An Advert Creation System for 3D Product Placements},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {224--239},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_14},
doi = {10.1007/978-3-030-67667-4\_14},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BacherJDAHNCT0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BaiCL20,
author = {Ching{-}Yuan Bai and
Buo{-}Fu Chen and
Hsuan{-}Tien Lin},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Benchmarking Tropical Cyclone Rapid Intensification with Satellite
Images and Attention-Based Deep Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {497--512},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_30},
doi = {10.1007/978-3-030-67667-4\_30},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BaiCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Blanc-BeyneCMC20,
author = {Thibault Blanc{-}Beyne and
Axel Carlier and
Sandrine Mouysset and
Vincent Charvillat},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Unsupervised Human Pose Estimation on Depth Images},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {358--373},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_22},
doi = {10.1007/978-3-030-67667-4\_22},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Blanc-BeyneCMC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BuschjagerPBMR20,
author = {Sebastian Buschj{\"{a}}ger and
Lukas Pfahler and
Jens Bu{\ss} and
Katharina Morik and
Wolfgang Rhode},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {On-Site Gamma-Hadron Separation with Deep Learning on FPGAs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {478--493},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_29},
doi = {10.1007/978-3-030-67667-4\_29},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BuschjagerPBMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CandelaMFZ20,
author = {Rosa Candela and
Pietro Michiardi and
Maurizio Filippone and
Maria A. Zuluaga},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Model Monitoring and Dynamic Model Selection in Travel Time-Series
Forecasting},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {513--529},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_31},
doi = {10.1007/978-3-030-67667-4\_31},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CandelaMFZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChakraborttiL20,
author = {Chandranil Chakraborttii and
Heiner Litz},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Learning {I/O} Access Patterns to Improve Prefetching in SSDs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {427--443},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_26},
doi = {10.1007/978-3-030-67667-4\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChakraborttiL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CrochepierreBB20,
author = {Laure Crochepierre and
Lydia Boudjeloud{-}Assala and
Vincent Barbesant},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Interpretable Dimensionally-Consistent Feature Extraction from Electrical
Network Sensors},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {444--460},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_27},
doi = {10.1007/978-3-030-67667-4\_27},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/CrochepierreBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CuiXGSX20,
author = {Tianyu Cui and
Gang Xiong and
Gaopeng Gou and
Junzheng Shi and
Wei Xia},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {6VecLM: Language Modeling in Vector Space for IPv6 Target Generation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {192--207},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_12},
doi = {10.1007/978-3-030-67667-4\_12},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CuiXGSX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DengWTXG20,
author = {Chao Deng and
Hao Wang and
Qing Tan and
Jian Xu and
Kun Gai},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Calibrating User Response Predictions in Online Advertising},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {208--223},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_13},
doi = {10.1007/978-3-030-67667-4\_13},
timestamp = {Thu, 25 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DengWTXG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FangLH20,
author = {Jie{-}Yu Fang and
Fandel Lin and
Hsun{-}Ping Hsieh},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {A Multi-criteria System for Recommending Taxi Routes with an Advance
Reservation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {308--322},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_19},
doi = {10.1007/978-3-030-67667-4\_19},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/FangLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GoffinetLAG20,
author = {{\'{E}}tienne Goffinet and
Mustapha Lebbah and
Hanane Azzag and
Lo{\"{\i}}c Giraldi},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Autonomous Driving Validation with Model-Based Dictionary Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {323--338},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_20},
doi = {10.1007/978-3-030-67667-4\_20},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GoffinetLAG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GunarathnaXTKB20,
author = {Udesh Gunarathna and
Hairuo Xie and
Egemen Tanin and
Shanika Karunasekera and
Renata Borovica{-}Gajic},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Real-Time Lane Configuration with Coordinated Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {291--307},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_18},
doi = {10.1007/978-3-030-67667-4\_18},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GunarathnaXTKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HamidiO20,
author = {Massinissa Hamidi and
Aomar Osmani},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Data Generation Process Modeling for Activity Recognition},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {374--390},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_23},
doi = {10.1007/978-3-030-67667-4\_23},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HamidiO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HaoZLCY20,
author = {Bowen Hao and
Jing Zhang and
Cuiping Li and
Hong Chen and
Hongzhi Yin},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Recommending Courses in MOOCs for Jobs: An Auto Weak Supervision Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {36--51},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_3},
doi = {10.1007/978-3-030-67667-4\_3},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HaoZLCY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JameelAHS20,
author = {Mohsan Jameel and
Mofassir ul Islam Arif and
Andre Hintsches and
Lars Schmidt{-}Thieme},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Automation of Leasing Vehicle Return Assessment Using Deep Learning
Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {259--274},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_16},
doi = {10.1007/978-3-030-67667-4\_16},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JameelAHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KuratomiLP20,
author = {Alejandro Kuratomi and
Tony Lindgren and
Panagiotis Papapetrou},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Prediction of Global Navigation Satellite System Positioning Errors
with Guarantees},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {562--578},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_34},
doi = {10.1007/978-3-030-67667-4\_34},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KuratomiLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiaoHL20,
author = {Jun Liao and
Junfeng Hu and
Li Liu},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Recognizing Complex Activities by a Temporal Causal Network-Based
Model},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {341--357},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_21},
doi = {10.1007/978-3-030-67667-4\_21},
timestamp = {Tue, 26 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiaoHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LinHF20,
author = {Fandel Lin and
Hsun{-}Ping Hsieh and
Jie{-}Yu Fang},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {A Route-Affecting Region Based Approach for Feature Extraction in
Transportation Route Planning},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {275--290},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_17},
doi = {10.1007/978-3-030-67667-4\_17},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LinHF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiuW020,
author = {Junhua Liu and
Kristin L. Wood and
Kwan Hui Lim},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Strategic and Crowd-Aware Itinerary Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {69--85},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_5},
doi = {10.1007/978-3-030-67667-4\_5},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiuW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LuXSFWZL20,
author = {Yuanfu Lu and
Ruobing Xie and
Chuan Shi and
Yuan Fang and
Wei Wang and
Xu Zhang and
Leyu Lin},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Social Influence Attentive Neural Network for Friend-Enhanced Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {3--18},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_1},
doi = {10.1007/978-3-030-67667-4\_1},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LuXSFWZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MojaradACA20,
author = {Roghayeh Mojarad and
Ferhat Attal and
Abdelghani Chibani and
Yacine Amirat},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {A Context-Aware Approach to Detect Abnormal Human Behaviors},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {89--104},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_6},
doi = {10.1007/978-3-030-67667-4\_6},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MojaradACA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NedelkoskiBACK20,
author = {Sasho Nedelkoski and
Jasmin Bogatinovski and
Alexander Acker and
Jorge Cardoso and
Odej Kao},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Self-supervised Log Parsing},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {122--138},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_8},
doi = {10.1007/978-3-030-67667-4\_8},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/NedelkoskiBACK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ParkHW20,
author = {Seoyoung Park and
Siho Han and
Simon S. Woo},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Forecasting Error Pattern-Based Anomaly Detection in Multivariate
Time Series},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {157--172},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_10},
doi = {10.1007/978-3-030-67667-4\_10},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ParkHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SanchezSO20,
author = {Eduardo Hugo Sanchez and
Mathieu Serrurier and
Mathias Ortner},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Mutual Information Measure for Image Segmentation Using Few Labels},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {391--407},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_24},
doi = {10.1007/978-3-030-67667-4\_24},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SanchezSO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StieberSSHR20,
author = {Simon Stieber and
Niklas Schr{\"{o}}ter and
Alexander Schiendorfer and
Alwin Hoffmann and
Wolfgang Reif},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {FlowFrontNet: Improving Carbon Composite Manufacturing with CNNs},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {411--426},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_25},
doi = {10.1007/978-3-030-67667-4\_25},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/StieberSSHR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TripathiJD20,
author = {Rahul Tripathi and
Srinivasan Jagannathan and
Balaji Dhamodharaswamy},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Estimating Precisions for Multiple Binary Classifiers Under Limited
Samples},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {240--256},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_15},
doi = {10.1007/978-3-030-67667-4\_15},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TripathiJD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangT0J20,
author = {Wenjie Wang and
Pengfei Tang and
Li Xiong and
Xiaoqian Jiang},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {{RADAR:} Recurrent Autoencoder Based Detector for Adversarial Examples
on Temporal {EHR}},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {105--121},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_7},
doi = {10.1007/978-3-030-67667-4\_7},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WangT0J20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WeeraddanaMWLW20,
author = {Dilusha Weeraddana and
Sudaraka Mallawaarachchi and
Tharindu Warnakula and
Zhidong Li and
Yang Wang},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Long-Term Pipeline Failure Prediction Using Nonparametric Survival
Analysis},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {139--156},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_9},
doi = {10.1007/978-3-030-67667-4\_9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/WeeraddanaMWLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XueD0JCPLZ20,
author = {Taofeng Xue and
Xinzhou Dong and
Wei Zhuo and
Beihong Jin and
He Chen and
Wenhai Pan and
Beibei Li and
Xuejian Zhang},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Feedback-Guided Attributed Graph Embedding for Relevant Video Recommendation},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {19--35},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_2},
doi = {10.1007/978-3-030-67667-4\_2},
timestamp = {Mon, 12 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/XueD0JCPLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YaoLW20,
author = {Wuguannan Yao and
Wonjung Lee and
Junhui Wang},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Learning from Crowds via Joint Probabilistic Matrix Factorization
and Clustering in Latent Space},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {546--561},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_33},
doi = {10.1007/978-3-030-67667-4\_33},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YaoLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YueSWWXS20,
author = {Mingxuan Yue and
Tianshu Sun and
Fan Wu and
Lixia Wu and
Yinghui Xu and
Cyrus Shahabi},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Learning a Contextual and Topological Representation of Areas-of-Interest
for On-Demand Delivery Application},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {52--68},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_4},
doi = {10.1007/978-3-030-67667-4\_4},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/YueSWWXS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhouHHRB20,
author = {Yexu Zhou and
Michael Hefenbrock and
Yiran Huang and
Till Riedel and
Michael Beigl},
editor = {Yuxiao Dong and
Dunja Mladenic and
Craig Saunders},
title = {Automatic Remaining Useful Life Estimation Framework with Embedded
Convolutional {LSTM} as the Backbone},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Applied Data
Science Track - European Conference, {ECML} {PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12460},
pages = {461--477},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67667-4\_28},
doi = {10.1007/978-3-030-67667-4\_28},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhouHHRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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