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@article{DBLP:journals/ml/HendrickxPPMD24,
author = {Kilian Hendrickx and
Lorenzo Perini and
Dries Van der Plas and
Wannes Meert and
Jesse Davis},
title = {Machine learning with a reject option: a survey},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3073--3110},
year = {2024},
url = {https://doi.org/10.1007/s10994-024-06534-x},
doi = {10.1007/S10994-024-06534-X},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HendrickxPPMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmse/ChenA0R24,
author = {Jesse Chen and
Dharun Anandayuvaraj and
James C. Davis and
Sazzadur Rahaman},
title = {On the Contents and Utility of IoT Cybersecurity Guidelines},
journal = {Proc. {ACM} Softw. Eng.},
volume = {1},
number = {{FSE}},
pages = {1400--1423},
year = {2024},
url = {https://doi.org/10.1145/3660770},
doi = {10.1145/3660770},
timestamp = {Fri, 26 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmse/ChenA0R24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/BrabandereCPVD24,
author = {Arne De Brabandere and
Christos Chatzichristos and
Wim Van Paesschen and
Maarten De Vos and
Jesse Davis},
title = {Detecting Epileptic Seizures Using Hand-Crafted and Automatically
Constructed {EEG} Features},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {71},
number = {1},
pages = {318--325},
year = {2024},
url = {https://doi.org/10.1109/TBME.2023.3299821},
doi = {10.1109/TBME.2023.3299821},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/BrabandereCPVD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/GoversYAEMD24,
author = {Wim Govers and
Aras Yurtman and
Turgay Aslandere and
Nicole Eikelenberg and
Wannes Meert and
Jesse Davis},
title = {Time-Shifted Transformers for Driver Identification Using Vehicle
Data},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {25},
number = {5},
pages = {3767--3776},
year = {2024},
url = {https://doi.org/10.1109/TITS.2023.3326652},
doi = {10.1109/TITS.2023.3326652},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/GoversYAEMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DevosCD24,
author = {Laurens Devos and
Lorenzo Cascioli and
Jesse Davis},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Robustness Verification of Multi-Class Tree Ensembles},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {21019--21028},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i19.30093},
doi = {10.1609/AAAI.V38I19.30093},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DevosCD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/SunLSDM24,
author = {Wei Sun and
Mingxiao Li and
Jingyuan Sun and
Jesse Davis and
Marie{-}Francine Moens},
editor = {Nicoletta Calzolari and
Min{-}Yen Kan and
V{\'{e}}ronique Hoste and
Alessandro Lenci and
Sakriani Sakti and
Nianwen Xue},
title = {{DMON:} {A} Simple Yet Effective Approach for Argument Structure Learning},
booktitle = {Proceedings of the 2024 Joint International Conference on Computational
Linguistics, Language Resources and Evaluation, {LREC/COLING} 2024,
20-25 May, 2024, Torino, Italy},
pages = {5109--5118},
publisher = {{ELRA} and {ICCL}},
year = {2024},
url = {https://aclanthology.org/2024.lrec-main.455},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/SunLSDM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StradiottiPD24,
author = {Luca Stradiotti and
Lorenzo Perini and
Jesse Davis},
editor = {Shashi Shekhar and
Vagelis Papalexakis and
Jing Gao and
Zhe Jiang and
Matteo Riondato},
title = {Semi-Supervised Isolation Forest for Anomaly Detection},
booktitle = {Proceedings of the 2024 {SIAM} International Conference on Data Mining,
{SDM} 2024, Houston, TX, USA, April 18-20, 2024},
pages = {670--678},
publisher = {{SIAM}},
year = {2024},
url = {https://doi.org/10.1137/1.9781611978032.77},
doi = {10.1137/1.9781611978032.77},
timestamp = {Wed, 03 Jul 2024 17:08:12 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StradiottiPD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-09940,
author = {Jesse Davis and
Pieter Robberechts},
title = {Biases in Expected Goals Models Confound Finishing Ability},
journal = {CoRR},
volume = {abs/2401.09940},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.09940},
doi = {10.48550/ARXIV.2401.09940},
eprinttype = {arXiv},
eprint = {2401.09940},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-09940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12708,
author = {Andrea Pugnana and
Lorenzo Perini and
Jesse Davis and
Salvatore Ruggieri},
title = {Deep Neural Network Benchmarks for Selective Classification},
journal = {CoRR},
volume = {abs/2401.12708},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12708},
doi = {10.48550/ARXIV.2401.12708},
eprinttype = {arXiv},
eprint = {2401.12708},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08586,
author = {Lorenzo Cascioli and
Laurens Devos and
Ondrej Kuzelka and
Jesse Davis},
title = {Faster Repeated Evasion Attacks in Tree Ensembles},
journal = {CoRR},
volume = {abs/2402.08586},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08586},
doi = {10.48550/ARXIV.2402.08586},
eprinttype = {arXiv},
eprint = {2402.08586},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-01216,
author = {Wei Sun and
Mingxiao Li and
Jingyuan Sun and
Jesse Davis and
Marie{-}Francine Moens},
title = {{DMON:} {A} Simple yet Effective Approach for Argument Structure Learning},
journal = {CoRR},
volume = {abs/2405.01216},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.01216},
doi = {10.48550/ARXIV.2405.01216},
eprinttype = {arXiv},
eprint = {2405.01216},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-01216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/BrefeldDJK24,
author = {Ulf Brefeld and
Jesse Davis and
Laura de Jong and
Stephanie Kovalchik},
title = {Computational Approaches to Strategy and Tactics in Sports (Dagstuhl
Seminar 24081)},
journal = {Dagstuhl Reports},
volume = {14},
number = {2},
pages = {164--181},
year = {2024},
url = {https://doi.org/10.4230/DagRep.14.2.164},
doi = {10.4230/DAGREP.14.2.164},
timestamp = {Wed, 31 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/BrefeldDJK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/RoyRYRD23,
author = {Maaike Van Roy and
Pieter Robberechts and
Wen{-}Chi Yang and
Luc De Raedt and
Jesse Davis},
title = {A Markov Framework for Learning and Reasoning About Strategies in
Professional Soccer},
journal = {J. Artif. Intell. Res.},
volume = {77},
pages = {517--562},
year = {2023},
url = {https://doi.org/10.1613/jair.1.13934},
doi = {10.1613/JAIR.1.13934},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/RoyRYRD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/TotisDRK23,
author = {Pietro Totis and
Jesse Davis and
Luc De Raedt and
Angelika Kimmig},
title = {Lifted Reasoning for Combinatorial Counting},
journal = {J. Artif. Intell. Res.},
volume = {76},
pages = {1--58},
year = {2023},
url = {https://doi.org/10.1613/jair.1.14062},
doi = {10.1613/JAIR.1.14062},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/TotisDRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PeriniVD23,
author = {Lorenzo Perini and
Vincent Vercruyssen and
Jesse Davis},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Learning from Positive and Unlabeled Multi-Instance Bags in Anomaly
Detection},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {1897--1906},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599409},
doi = {10.1145/3580305.3599409},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PeriniVD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RobberechtsRD23,
author = {Pieter Robberechts and
Maaike Van Roy and
Jesse Davis},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {un-xPass: Measuring Soccer Player's Creativity},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {4768--4777},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599924},
doi = {10.1145/3580305.3599924},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RobberechtsRD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PeriniD23,
author = {Lorenzo Perini and
Jesse Davis},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Unsupervised Anomaly Detection with Rejection},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/dc48c738d3ef8c81b6e968453a84a819-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PeriniD23.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/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/sdm/PiasMVD23,
author = {Dries Van der Pias and
Wannes Meert and
Johan Verbraecken and
Jesse Davis},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {A novel reject option applied to sleep stage scoring},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {820--828},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch92},
doi = {10.1137/1.9781611977653.CH92},
timestamp = {Tue, 17 Oct 2023 16:39:08 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PiasMVD23.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}
}
@article{DBLP:journals/corr/abs-2301-02909,
author = {Lorenzo Perini and
Daniele Giannuzzi and
Jesse Davis},
title = {How to Allocate your Label Budget? Choosing between Active Learning
and Learning to Reject in Anomaly Detection},
journal = {CoRR},
volume = {abs/2301.02909},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.02909},
doi = {10.48550/ARXIV.2301.02909},
eprinttype = {arXiv},
eprint = {2301.02909},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-02909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13189,
author = {Lorenzo Perini and
Jesse Davis},
title = {Unsupervised Anomaly Detection with Rejection},
journal = {CoRR},
volume = {abs/2305.13189},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13189},
doi = {10.48550/ARXIV.2305.13189},
eprinttype = {arXiv},
eprint = {2305.13189},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01299,
author = {Wei Sun and
Mingxiao Li and
Damien Sileo and
Jesse Davis and
Marie{-}Francine Moens},
title = {Generating Explanations in Medical Question-Answering by Expectation
Maximization Inference over Evidence},
journal = {CoRR},
volume = {abs/2310.01299},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01299},
doi = {10.48550/ARXIV.2310.01299},
eprinttype = {arXiv},
eprint = {2310.01299},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01653,
author = {Jesse Chen and
Dharun Anandayuvaraj and
James C. Davis and
Sazzadur Rahaman},
title = {A Unified Taxonomy and Evaluation of IoT Security Guidelines},
journal = {CoRR},
volume = {abs/2310.01653},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01653},
doi = {10.48550/ARXIV.2310.01653},
eprinttype = {arXiv},
eprint = {2310.01653},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01653.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/BogaertDRV22,
author = {Sieglinde Bogaert and
Jesse Davis and
Sam Van Rossom and
Benedicte Vanwanseele},
title = {Impact of Gender and Feature Set on Machine-Learning-Based Prediction
of Lower-Limb Overuse Injuries Using a Single Trunk-Mounted Accelerometer},
journal = {Sensors},
volume = {22},
number = {8},
pages = {2860},
year = {2022},
url = {https://doi.org/10.3390/s22082860},
doi = {10.3390/S22082860},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/BogaertDRV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/EmmerzaalBSBBDJ22,
author = {Jill Emmerzaal and
Arne De Brabandere and
Rob van der Straaten and
Johan Bellemans and
Liesbet De Baets and
Jesse Davis and
Ilse Jonkers and
Annick Timmermans and
Benedicte Vanwanseele},
title = {Can the Output of a Learned Classification Model Monitor a Person's
Functional Recovery Status Post-Total Knee Arthroplasty?},
journal = {Sensors},
volume = {22},
number = {10},
pages = {3698},
year = {2022},
url = {https://doi.org/10.3390/s22103698},
doi = {10.3390/S22103698},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/EmmerzaalBSBBDJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PeriniVD22,
author = {Lorenzo Perini and
Vincent Vercruyssen and
Jesse Davis},
title = {Transferring the Contamination Factor between Anomaly Detection Domains
by Shape Similarity},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {4128--4136},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i4.20331},
doi = {10.1609/AAAI.V36I4.20331},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PeriniVD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SchouterdenBDB22,
author = {Jonas Schouterden and
Jessa Bekker and
Jesse Davis and
Hendrik Blockeel},
title = {Unifying Knowledge Base Completion with {PU} Learning to Mitigate
the Observation Bias},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {4137--4145},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i4.20332},
doi = {10.1609/AAAI.V36I4.20332},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SchouterdenBDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/BrabandereCVBD22,
author = {Arne De Brabandere and
Zhenxiang Cao and
Maarten De Vos and
Alexander Bertrand and
Jesse Davis},
editor = {Pascal Poncelet and
Dino Ienco},
title = {Semi-supervised Change Point Detection Using Active Learning},
booktitle = {Discovery Science - 25th International Conference, {DS} 2022, Montpellier,
France, October 10-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {74--88},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18840-4\_6},
doi = {10.1007/978-3-031-18840-4\_6},
timestamp = {Tue, 08 Aug 2023 09:01:12 +0200},
biburl = {https://dblp.org/rec/conf/dis/BrabandereCVBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/RobberechtsMD22,
author = {Pieter Robberechts and
Wannes Meert and
Jesse Davis},
editor = {Pascal Poncelet and
Dino Ienco},
title = {Elastic Product Quantization for Time Series},
booktitle = {Discovery Science - 25th International Conference, {DS} 2022, Montpellier,
France, October 10-12, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13601},
pages = {157--172},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-18840-4\_12},
doi = {10.1007/978-3-031-18840-4\_12},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dis/RobberechtsMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DavisBDMRHR22,
author = {Jesse Davis and
Lotte Bransen and
Laurens Devos and
Wannes Meert and
Pieter Robberechts and
Jan Van Haaren and
Maaike Van Roy},
editor = {Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Lucy Cheke and
Joshua B. Tenebaum and
Tomer D. Ullman and
Fernando Mart{\'{\i}}nez{-}Plumed and
Danaja Rutar and
John Burden and
Ryan Burnell and
Wout Schellaert},
title = {Evaluating Sports Analytics Models: Challenges, Approaches, and Lessons
Learned},
booktitle = {Proceedings of the Workshop on {AI} Evaluation Beyond Metrics co-located
with the 31st International Joint Conference on Artificial Intelligence
{(IJCAI-ECAI} 2022), Vienna, Austria, July 25th, 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3169},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3169/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:32 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/DavisBDMRHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lidta/AntoniadisVD22,
author = {Ioannis Antoniadis and
Vincent Vercruyssen and
Jesse Davis},
editor = {Nuno Moniz and
Paula Branco and
Lu{\'{\i}}s Torgo and
Nathalie Japkowicz and
Michal Wozniak and
Shuo Wang},
title = {Systematic Evaluation of {CASH} Search Strategies for Unsupervised
Anomaly Detection},
booktitle = {Fourth International Workshop on Learning with Imbalanced Domains:
Theory and Applications, {LIDTA} 2022, Grenoble, France, September
23, 2022},
series = {Proceedings of Machine Learning Research},
volume = {183},
pages = {8--22},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v183/antoniadis22a.html},
timestamp = {Wed, 09 Aug 2023 17:07:50 +0200},
biburl = {https://dblp.org/rec/conf/lidta/AntoniadisVD22.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/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/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 = {Mon, 26 Jun 2023 20:44:31 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NuytsDMD22.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}
}
@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}
}
@article{DBLP:journals/corr/abs-2201-01856,
author = {Pieter Robberechts and
Wannes Meert and
Jesse Davis},
title = {Elastic Product Quantization for Time Series},
journal = {CoRR},
volume = {abs/2201.01856},
year = {2022},
url = {https://arxiv.org/abs/2201.01856},
eprinttype = {arXiv},
eprint = {2201.01856},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13083,
author = {Laurens Devos and
Wannes Meert and
Jesse Davis},
title = {Adversarial Example Detection in Deployed Tree Ensembles},
journal = {CoRR},
volume = {abs/2206.13083},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13083},
doi = {10.48550/ARXIV.2206.13083},
eprinttype = {arXiv},
eprint = {2206.13083},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdgth/PlasVWMD21,
author = {Dries Van der Plas and
Johan Verbraecken and
Marc Willemen and
Wannes Meert and
Jesse Davis},
title = {Evaluation of Automated Hypnogram Analysis on Multi-Scored Polysomnographies},
journal = {Frontiers Digit. Health},
volume = {3},
pages = {707589},
year = {2021},
url = {https://doi.org/10.3389/fdgth.2021.707589},
doi = {10.3389/FDGTH.2021.707589},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdgth/PlasVWMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MertensDDDMTCV21,
author = {Marc Mertens and
Glen Debard and
Jesse Davis and
Els Devriendt and
Koen Milisen and
Jos Tournoy and
Tom Croonenborghs and
Bart Vanrumste},
title = {Motion Sensor-Based Detection of Outlier Days Supporting Continuous
Health Assessment for Single Older Adults},
journal = {Sensors},
volume = {21},
number = {18},
pages = {6080},
year = {2021},
url = {https://doi.org/10.3390/s21186080},
doi = {10.3390/S21186080},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/MertensDDDMTCV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/HendrickxMCD22,
author = {Kilian Hendrickx and
Wannes Meert and
Bram Cornelis and
Jesse Davis},
editor = {Bohan Li and
Lin Yue and
Jing Jiang and
Weitong Chen and
Xue Li and
Guodong Long and
Fei Fang and
Han Yu},
title = {Know Your Limits: Machine Learning with Rejection for Vehicle Engineering},
booktitle = {Advanced Data Mining and Applications - 17th International Conference,
{ADMA} 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13087},
pages = {273--288},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95405-5\_20},
doi = {10.1007/978-3-030-95405-5\_20},
timestamp = {Sun, 28 May 2023 00:01:44 +0200},
biburl = {https://dblp.org/rec/conf/adma/HendrickxMCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SusterFTKDRD21,
author = {Simon Suster and
Pieter Fivez and
Pietro Totis and
Angelika Kimmig and
Jesse Davis and
Luc De Raedt and
Walter Daelemans},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Mapping probability word problems to executable representations},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {3627--3640},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.294},
doi = {10.18653/V1/2021.EMNLP-MAIN.294},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/SusterFTKDRD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DevosMD21,
author = {Laurens Devos and
Wannes Meert and
Jesse Davis},
editor = {Marina Meila and
Tong Zhang},
title = {Versatile Verification of Tree Ensembles},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2654--2664},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/devos21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DevosMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RobberechtsHD21,
author = {Pieter Robberechts and
Jan Van Haaren and
Jesse Davis},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {A Bayesian Approach to In-Game Win Probability in Soccer},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3512--3521},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467194},
doi = {10.1145/3447548.3467194},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RobberechtsHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DevosMD21,
author = {Laurens Devos and
Wannes Meert and
Jesse Davis},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Verifying Tree Ensembles by Reasoning about Potential Instances},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {450--458},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.51},
doi = {10.1137/1.9781611976700.51},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DevosMD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-03252,
author = {Maaike Van Roy and
Pieter Robberechts and
Wen{-}Chi Yang and
Luc De Raedt and
Jesse Davis},
title = {Leaving Goals on the Pitch: Evaluating Decision Making in Soccer},
journal = {CoRR},
volume = {abs/2104.03252},
year = {2021},
url = {https://arxiv.org/abs/2104.03252},
eprinttype = {arXiv},
eprint = {2104.03252},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-03252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-11277,
author = {Kilian Hendrickx and
Lorenzo Perini and
Dries Van der Plas and
Wannes Meert and
Jesse Davis},
title = {Machine Learning with a Reject Option: {A} survey},
journal = {CoRR},
volume = {abs/2107.11277},
year = {2021},
url = {https://arxiv.org/abs/2107.11277},
eprinttype = {arXiv},
eprint = {2107.11277},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-11277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/BrefeldDLL21,
author = {Ulf Brefeld and
Jesse Davis and
Martin Lames and
James J. Little},
title = {Machine Learning in Sports (Dagstuhl Seminar 21411)},
journal = {Dagstuhl Reports},
volume = {11},
number = {9},
pages = {45--63},
year = {2021},
url = {https://doi.org/10.4230/DagRep.11.9.45},
doi = {10.4230/DAGREP.11.9.45},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/BrefeldDLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BekkerD20,
author = {Jessa Bekker and
Jesse Davis},
title = {Learning from positive and unlabeled data: a survey},
journal = {Mach. Learn.},
volume = {109},
number = {4},
pages = {719--760},
year = {2020},
url = {https://doi.org/10.1007/s10994-020-05877-5},
doi = {10.1007/S10994-020-05877-5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BekkerD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/SchvimerDH20,
author = {Judah Schvimer and
A. Jesse Jiryu Davis and
Max Hirschhorn},
title = {eXtreme Modelling in Practice},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {9},
pages = {1346--1358},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p1346-schvimer.pdf},
doi = {10.14778/3397230.3397233},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/SchvimerDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/LevisSDL20,
author = {Aviad Levis and
Yoav Y. Schechner and
Anthony B. Davis and
Jesse Loveridge},
title = {Multi-View Polarimetric Scattering Cloud Tomography and Retrieval
of Droplet Size},
journal = {Remote. Sens.},
volume = {12},
number = {17},
pages = {2831},
year = {2020},
url = {https://doi.org/10.3390/rs12172831},
doi = {10.3390/RS12172831},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/LevisSDL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/EmmerzaalBVVSBC20,
author = {Jill Emmerzaal and
Arne De Brabandere and
Yves Vanrompay and
Julie Vranken and
Valerie Storms and
Liesbet De Baets and
Kristoff Corten and
Jesse Davis and
Ilse Jonkers and
Benedicte Vanwanseele and
Annick Timmermans},
title = {Towards the Monitoring of Functional Status in a Free-Living Environment
for People with Hip or Knee Osteoarthritis: Design and Evaluation
of the {JOLO} Blended Care App},
journal = {Sensors},
volume = {20},
number = {23},
pages = {6967},
year = {2020},
url = {https://doi.org/10.3390/s20236967},
doi = {10.3390/S20236967},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/EmmerzaalBVVSBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/VercruyssenMD20,
author = {Vincent Vercruyssen and
Wannes Meert and
Jesse Davis},
title = {Transfer Learning for Anomaly Detection through Localized and Unsupervised
Instance Selection},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6054--6061},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6068},
doi = {10.1609/AAAI.V34I04.6068},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/VercruyssenMD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/SchouterdenDB20,
author = {Jonas Schouterden and
Jesse Davis and
Hendrik Blockeel},
editor = {Annalisa Appice and
Grigorios Tsoumakas and
Yannis Manolopoulos and
Stan Matwin},
title = {Multi-directional Rule Set Learning},
booktitle = {Discovery Science - 23rd International Conference, {DS} 2020, Thessaloniki,
Greece, October 19-21, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12323},
pages = {517--532},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61527-7\_34},
doi = {10.1007/978-3-030-61527-7\_34},
timestamp = {Wed, 21 Oct 2020 14:22:04 +0200},
biburl = {https://dblp.org/rec/conf/dis/SchouterdenDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SvatosSDK20,
author = {Martin Svatos and
Steven Schockaert and
Jesse Davis and
Ondrej Kuzelka},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {STRiKE: Rule-Driven Relational Learning Using Stratified k-Entailment},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1515--1522},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200259},
doi = {10.3233/FAIA200259},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/SvatosSDK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DecroosBHD20,
author = {Tom Decroos and
Lotte Bransen and
Jan Van Haaren and
Jesse Davis},
editor = {Christian Bessiere},
title = {{VAEP:} An Objective Approach to Valuing On-the-Ball Actions in Soccer
(Extended Abstract)},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {4696--4700},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/648},
doi = {10.24963/IJCAI.2020/648},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DecroosBHD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PeriniVD20,
author = {Lorenzo Perini and
Vincent Vercruyssen and
Jesse Davis},
editor = {Christian Bessiere},
title = {Class Prior Estimation in Active Positive and Unlabeled Learning},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2915--2921},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/403},
doi = {10.24963/IJCAI.2020/403},
timestamp = {Mon, 13 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PeriniVD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DecroosRD20,
author = {Tom Decroos and
Maaike Van Roy and
Jesse Davis},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {SoccerMix: Representing Soccer Actions with Mixture Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {459--474},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_28},
doi = {10.1007/978-3-030-67670-4\_28},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DecroosRD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PeriniVD20,
author = {Lorenzo Perini and
Vincent Vercruyssen and
Jesse Davis},
editor = {Frank Hutter and
Kristian Kersting and
Jefrey Lijffijt and
Isabel Valera},
title = {Quantifying the Confidence of Anomaly Detectors in Their Example-Wise
Predictions},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2020, Ghent, Belgium, September 14-18, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12459},
pages = {227--243},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67664-3\_14},
doi = {10.1007/978-3-030-67664-3\_14},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PeriniVD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RobberechtsD20,
author = {Pieter Robberechts and
Jesse Davis},
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {How Data Availability Affects the Ability to Learn Good xG Models},
booktitle = {Machine Learning and Data Mining for Sports Analytics - 7th International
Workshop, {MLSA} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1324},
pages = {17--27},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64912-8\_2},
doi = {10.1007/978-3-030-64912-8\_2},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RobberechtsD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/VercruyssenMD20,
author = {Vincent Vercruyssen and
Wannes Meert and
Jesse Davis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {"Now you see it, now you don't!" Detecting Suspicious Pattern Absences
in Continuous Time Series},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {127--135},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.15},
doi = {10.1137/1.9781611976236.15},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/VercruyssenMD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2020mlsa,
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Machine Learning and Data Mining for Sports Analytics - 7th International
Workshop, {MLSA} 2020, Co-located with {ECML/PKDD} 2020, Ghent, Belgium,
September 14-18, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1324},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64912-8},
doi = {10.1007/978-3-030-64912-8},
isbn = {978-3-030-64911-1},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2020mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sum/2020,
editor = {Jesse Davis and
Karim Tabia},
title = {Scalable Uncertainty Management - 14th International Conference, {SUM}
2020, Bozen-Bolzano, Italy, September 23-25, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12322},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58449-8},
doi = {10.1007/978-3-030-58449-8},
isbn = {978-3-030-58448-1},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sum/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11905,
author = {Laurens Devos and
Wannes Meert and
Jesse Davis},
title = {Additive Tree Ensembles: Reasoning About Potential Instances},
journal = {CoRR},
volume = {abs/2001.11905},
year = {2020},
url = {https://arxiv.org/abs/2001.11905},
eprinttype = {arXiv},
eprint = {2001.11905},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08731,
author = {Natasa Sarafijanovic{-}Djukic and
Jesse Davis},
title = {Fast Distance-based Anomaly Detection in Images Using an Inception-like
Autoencoder},
journal = {CoRR},
volume = {abs/2003.08731},
year = {2020},
url = {https://arxiv.org/abs/2003.08731},
eprinttype = {arXiv},
eprint = {2003.08731},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11423,
author = {Aviad Levis and
Yoav Y. Schechner and
Anthony B. Davis and
Jesse Loveridge},
title = {Multi-view polarimetric scattering cloud tomography and retrieval
of droplet size},
journal = {CoRR},
volume = {abs/2005.11423},
year = {2020},
url = {https://arxiv.org/abs/2005.11423},
eprinttype = {arXiv},
eprint = {2005.11423},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00915,
author = {A. Jesse Jiryu Davis and
Max Hirschhorn and
Judah Schvimer},
title = {eXtreme Modelling in Practice},
journal = {CoRR},
volume = {abs/2006.00915},
year = {2020},
url = {https://arxiv.org/abs/2006.00915},
eprinttype = {arXiv},
eprint = {2006.00915},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-00915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13880,
author = {Laurens Devos and
Wannes Meert and
Jesse Davis},
title = {Versatile Verification of Tree Ensembles},
journal = {CoRR},
volume = {abs/2010.13880},
year = {2020},
url = {https://arxiv.org/abs/2010.13880},
eprinttype = {arXiv},
eprint = {2010.13880},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BerrarLDD19,
author = {Daniel Berrar and
Philippe Lopes and
Jesse Davis and
Werner Dubitzky},
title = {Guest editorial: special issue on machine learning for soccer},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {1--7},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5763-8},
doi = {10.1007/S10994-018-5763-8},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BerrarLDD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DubitzkyLDB19,
author = {Werner Dubitzky and
Philippe Lopes and
Jesse Davis and
Daniel Berrar},
title = {The Open International Soccer Database for machine learning},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {9--28},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5726-0},
doi = {10.1007/S10994-018-5726-0},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DubitzkyLDB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/Sarafijanovic-Djukic19,
author = {Natasa Sarafijanovic{-}Djukic and
Jesse Davis},
editor = {Petra Kralj Novak and
Tomislav Smuc and
Saso Dzeroski},
title = {Fast Distance-Based Anomaly Detection in Images Using an Inception-Like
Autoencoder},
booktitle = {Discovery Science - 22nd International Conference, {DS} 2019, Split,
Croatia, October 28-30, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11828},
pages = {493--508},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33778-0\_37},
doi = {10.1007/978-3-030-33778-0\_37},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dis/Sarafijanovic-Djukic19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/MertensRDMVD19,
author = {Marc Mertens and
Julie Raepsaet and
Glen Debard and
Mieke Mondelaers and
Bart Vanrumste and
Jesse Davis},
title = {Use of wearable technology to quantify fall risk in psychogeriatric
environments: a feasability study},
booktitle = {41st Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27,
2019},
pages = {3187--3190},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMBC.2019.8856337},
doi = {10.1109/EMBC.2019.8856337},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/MertensRDMVD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/SchouterdenDB19,
author = {Jonas Schouterden and
Jesse Davis and
Hendrik Blockeel},
editor = {Dimitar Kazakov and
Can Erten},
title = {LazyBum: Decision Tree Learning Using Lazy Propositionalization},
booktitle = {Inductive Logic Programming - 29th International Conference, {ILP}
2019, Plovdiv, Bulgaria, September 3-5, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11770},
pages = {98--113},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-49210-6\_9},
doi = {10.1007/978-3-030-49210-6\_9},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/SchouterdenDB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DecroosBHD19,
author = {Tom Decroos and
Lotte Bransen and
Jan Van Haaren and
Jesse Davis},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Actions Speak Louder than Goals: Valuing Player Actions in Soccer},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1851--1861},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330758},
doi = {10.1145/3292500.3330758},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DecroosBHD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BekkerRD19,
author = {Jessa Bekker and
Pieter Robberechts and
Jesse Davis},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Beyond the Selected Completely at Random Assumption for Learning from
Positive and Unlabeled Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {71--85},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_5},
doi = {10.1007/978-3-030-46147-8\_5},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BekkerRD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DecroosD19,
author = {Tom Decroos and
Jesse Davis},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Player Vectors: Characterizing Soccer Players' Playing Style from
Match Event Streams},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11908},
pages = {569--584},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46133-1\_34},
doi = {10.1007/978-3-030-46133-1\_34},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DecroosD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DevosMD19,
author = {Laurens Devos and
Wannes Meert and
Jesse Davis},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Fast Gradient Boosting Decision Trees with Bit-Level Data Structures},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11906},
pages = {590--606},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46150-8\_35},
doi = {10.1007/978-3-030-46150-8\_35},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DevosMD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VerstraeteDCVD19,
author = {Kenneth Verstraete and
Tom Decroos and
Bruno Coussement and
Nick Vannieuwenhoven and
Jesse Davis},
editor = {Peggy Cellier and
Kurt Driessens},
title = {Analyzing Soccer Players' Skill Ratings Over Time Using Tensor-Based
Methods},
booktitle = {Machine Learning and Knowledge Discovery in Databases - International
Workshops of {ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September
16-20, 2019, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1168},
pages = {225--234},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43887-6\_17},
doi = {10.1007/978-3-030-43887-6\_17},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/VerstraeteDCVD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KuzelkaD19,
author = {Ondrej Kuzelka and
Jesse Davis},
editor = {Amir Globerson and
Ricardo Silva},
title = {Markov Logic Networks for Knowledge Base Completion: {A} Theoretical
Analysis Under the {MCAR} Assumption},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {1138--1148},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/kuzelka20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/KuzelkaD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2018mlsa2,
editor = {Ulf Brefeld and
Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Machine Learning and Data Mining for Sports Analytics - 5th International
Workshop, {MLSA} 2018, Co-located with {ECML/PKDD} 2018, Dublin, Ireland,
September 10, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11330},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-17274-9},
doi = {10.1007/978-3-030-17274-9},
isbn = {978-3-030-17273-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2018mlsa2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-05029,
author = {Pieter Robberechts and
Jan Van Haaren and
Jesse Davis},
title = {Who Will Win It? An In-game Win Probability Model for Football},
journal = {CoRR},
volume = {abs/1906.05029},
year = {2019},
url = {http://arxiv.org/abs/1906.05029},
eprinttype = {arXiv},
eprint = {1906.05029},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-05029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05044,
author = {Jonas Schouterden and
Jesse Davis and
Hendrik Blockeel},
title = {LazyBum: Decision tree learning using lazy propositionalization},
journal = {CoRR},
volume = {abs/1909.05044},
year = {2019},
url = {http://arxiv.org/abs/1909.05044},
eprinttype = {arXiv},
eprint = {1909.05044},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13372,
author = {Pieter Robberechts and
Rud Derie and
Pieter Van den Berghe and
Joeri Gerlo and
Dirk De Clercq and
Veerle Segers and
Jesse Davis},
title = {Gait Event Detection in Tibial Acceleration Profiles: a Structured
Learning Approach},
journal = {CoRR},
volume = {abs/1910.13372},
year = {2019},
url = {http://arxiv.org/abs/1910.13372},
eprinttype = {arXiv},
eprint = {1910.13372},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-12941,
author = {Kilian Hendrickx and
Wannes Meert and
Yves Mollet and
Johan Gyselinck and
Bram Cornelis and
Konstantinos C. Gryllias and
Jesse Davis},
title = {A general anomaly detection framework for fleet-based condition monitoring
of machines},
journal = {CoRR},
volume = {abs/1912.12941},
year = {2019},
url = {http://arxiv.org/abs/1912.12941},
eprinttype = {arXiv},
eprint = {1912.12941},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-12941.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GreeneBFD18,
author = {Derek Greene and
Bj{\"{o}}rn Bringmann and
{\'{E}}lisa Fromont and
Jesse Davis},
title = {Introduction to the special issue for the {ECML} {PKDD} 2018 journal
track},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {5},
pages = {1177--1178},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0586-6},
doi = {10.1007/S10618-018-0586-6},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/GreeneBFD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RavkicZRD18,
author = {Irma Ravkic and
Martin Znidarsic and
Jan Ramon and
Jesse Davis},
title = {Graph sampling with applications to estimating the number of pattern
embeddings and the parameters of a statistical relational model},
journal = {Data Min. Knowl. Discov.},
volume = {32},
number = {4},
pages = {913--948},
year = {2018},
url = {https://doi.org/10.1007/s10618-018-0553-2},
doi = {10.1007/S10618-018-0553-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/RavkicZRD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DavisBFG18,
author = {Jesse Davis and
Bj{\"{o}}rn Bringmann and
{\'{E}}lisa Fromont and
Derek Greene},
title = {Guest editors introduction to the special issue for the {ECML} {PKDD}
2018 journal track},
journal = {Mach. Learn.},
volume = {107},
number = {8-10},
pages = {1207--1208},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5745-x},
doi = {10.1007/S10994-018-5745-X},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/DavisBFG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BekkerD18,
author = {Jessa Bekker and
Jesse Davis},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Estimating the Class Prior in Positive and Unlabeled Data Through
Decision Tree Induction},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {2712--2719},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11715},
doi = {10.1609/AAAI.V32I1.11715},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BekkerD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KuzelkaWDS18,
author = {Ondrej Kuzelka and
Yuyi Wang and
Jesse Davis and
Steven Schockaert},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Relational Marginal Problems: Theory and Estimation},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {6384--6391},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.12113},
doi = {10.1609/AAAI.V32I1.12113},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KuzelkaWDS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/VercruyssenMVMB18,
author = {Vincent Vercruyssen and
Wannes Meert and
Gust Verbruggen and
Koen Maes and
Ruben Baumer and
Jesse Davis},
title = {Semi-Supervised Anomaly Detection with an Application to Water Analytics},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {527--536},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00068},
doi = {10.1109/ICDM.2018.00068},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/VercruyssenMVMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BeeckMSVD18,
author = {Tim Op De Be{\'{e}}ck and
Wannes Meert and
Kurt Sch{\"{u}}tte and
Benedicte Vanwanseele and
Jesse Davis},
editor = {Yike Guo and
Faisal Farooq},
title = {Fatigue Prediction in Outdoor Runners Via Machine Learning and Sensor
Fusion},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {606--615},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219864},
doi = {10.1145/3219819.3219864},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BeeckMSVD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DecroosHD18,
author = {Tom Decroos and
Jan Van Haaren and
Jesse Davis},
editor = {Yike Guo and
Faisal Farooq},
title = {Automatic Discovery of Tactics in Spatio-Temporal Soccer Match Data},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {223--232},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219832},
doi = {10.1145/3219819.3219832},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DecroosHD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BekkerD18,
author = {Jessa Bekker and
Jesse Davis},
title = {Learning from Positive and Unlabeled Data under the Selected At Random
Assumption},
booktitle = {Second International Workshop on Learning with Imbalanced Domains:
Theory and Applications, LIDTA@ECML/PKDD 2018, Dublin, Ireland, September
10, 2018},
series = {Proceedings of Machine Learning Research},
volume = {94},
pages = {8--22},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v94/bekker18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BekkerD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Decroos0BVD18,
author = {Tom Decroos and
Kurt Sch{\"{u}}tte and
Tim Op De Be{\'{e}}ck and
Benedicte Vanwanseele and
Jesse Davis},
editor = {Ulf Brefeld and
Edward Curry and
Elizabeth Daly and
Brian MacNamee and
Alice Marascu and
Fabio Pinelli and
Michele Berlingerio and
Neil Hurley},
title = {{AMIE:} Automatic Monitoring of Indoor Exercises},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11053},
pages = {424--439},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10997-4\_26},
doi = {10.1007/978-3-030-10997-4\_26},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Decroos0BVD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RobberechtsBDM18,
author = {Pieter Robberechts and
Maarten Bosteels and
Jesse Davis and
Wannes Meert},
editor = {Anna Monreale and
Carlos Alzate and
Michael Kamp and
Yamuna Krishnamurthy and
Daniel Paurat and
Moamar Sayed Mouchaweh and
Albert Bifet and
Jo{\~{a}}o Gama and
Rita P. Ribeiro},
title = {Query Log Analysis: Detecting Anomalies in {DNS} Traffic at a {TLD}
Resolver},
booktitle = {{ECML} {PKDD} 2018 Workshops - {DMLE} 2018 and IoTStream 2018, Dublin,
Ireland, September 10-14, 2018, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {967},
pages = {55--67},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-14880-5\_5},
doi = {10.1007/978-3-030-14880-5\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RobberechtsBDM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RobberechtsD18a,
author = {Pieter Robberechts and
Jesse Davis},
title = {Forecasting the {FIFA} World Cup - Combining Result- and Goal-Based
Team Ability Parameters},
booktitle = {Proceedings of the 5th Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2018 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2018), Dublin, Ireland, September 10th, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2284},
pages = {16--30},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-17274-9\_2},
doi = {10.1007/978-3-030-17274-9\_2},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RobberechtsD18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KuzelkaWDS18,
author = {Ondrej Kuzelka and
Yuyi Wang and
Jesse Davis and
Steven Schockaert},
editor = {Amir Globerson and
Ricardo Silva},
title = {PAC-Reasoning in Relational Domains},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {927--936},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/325.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KuzelkaWDS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZupancD18,
author = {Kaja Zupanc and
Jesse Davis},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Estimating Rule Quality for Knowledge Base Completion with the Relationship
between Coverage Assumption},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1073--1081},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186006},
doi = {10.1145/3178876.3186006},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZupancD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05768,
author = {Ondrej Kuzelka and
Yuyi Wang and
Jesse Davis and
Steven Schockaert},
title = {PAC-Reasoning in Relational Domains},
journal = {CoRR},
volume = {abs/1803.05768},
year = {2018},
url = {http://arxiv.org/abs/1803.05768},
eprinttype = {arXiv},
eprint = {1803.05768},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08755,
author = {Jessa Bekker and
Jesse Davis},
title = {Learning from Positive and Unlabeled Data under the Selected At Random
Assumption},
journal = {CoRR},
volume = {abs/1808.08755},
year = {2018},
url = {http://arxiv.org/abs/1808.08755},
eprinttype = {arXiv},
eprint = {1808.08755},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03207,
author = {Jessa Bekker and
Jesse Davis},
title = {Beyond the Selected Completely At Random Assumption for Learning from
Positive and Unlabeled Data},
journal = {CoRR},
volume = {abs/1809.03207},
year = {2018},
url = {http://arxiv.org/abs/1809.03207},
eprinttype = {arXiv},
eprint = {1809.03207},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04820,
author = {Jessa Bekker and
Jesse Davis},
title = {Learning From Positive and Unlabeled Data: {A} Survey},
journal = {CoRR},
volume = {abs/1811.04820},
year = {2018},
url = {http://arxiv.org/abs/1811.04820},
eprinttype = {arXiv},
eprint = {1811.04820},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DecroosDHD17,
author = {Tom Decroos and
Vladimir Dzyuba and
Jan Van Haaren and
Jesse Davis},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Predicting Soccer Highlights from Spatio-Temporal Match Event Streams},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1302--1308},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10754},
doi = {10.1609/AAAI.V31I1.10754},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DecroosDHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DriesKDBR17,
author = {Anton Dries and
Angelika Kimmig and
Jesse Davis and
Vaishak Belle and
Luc De Raedt},
editor = {Carles Sierra},
title = {Solving Probability Problems in Natural Language},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3981--3987},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/556},
doi = {10.24963/IJCAI.2017/556},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DriesKDBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KuzelkaDS17,
author = {Ondrej Kuzelka and
Jesse Davis and
Steven Schockaert},
editor = {Carles Sierra},
title = {Induction of Interpretable Possibilistic Logic Theories from Relational
Data},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {1153--1159},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/160},
doi = {10.24963/IJCAI.2017/160},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KuzelkaDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/BekkerD17,
author = {Jessa Bekker and
Jesse Davis},
editor = {Nicolas Lachiche and
Christel Vrain},
title = {Positive and Unlabeled Relational Classification Through Label Frequency
Estimation},
booktitle = {Inductive Logic Programming - 27th International Conference, {ILP}
2017, Orl{\'{e}}ans, France, September 4-6, 2017, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10759},
pages = {16--30},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-78090-0\_2},
doi = {10.1007/978-3-319-78090-0\_2},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/BekkerD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DecroosHDD17,
author = {Tom Decroos and
Jan Van Haaren and
Vladimir Dzyuba and
Jesse Davis},
editor = {Jesse Davis and
Mehdi Kaytoue and
Albrecht Zimmermann},
title = {{STARSS:} {A} Spatio-Temporal Action Rating System for Soccer},
booktitle = {Proceedings of the 4th Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2017 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2017), Skopje, Macedonia, September 18th, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1971},
pages = {11--20},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1971/paper-03.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DecroosHDD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VercruyssenMD17,
author = {Vincent Vercruyssen and
Wannes Meert and
Jesse Davis},
editor = {Georg Krempl and
Vincent Lemaire and
Robi Polikar and
Bernhard Sick and
Daniel Kottke and
Adrian Calma},
title = {Transfer Learning for Time Series Anomaly Detection},
booktitle = {Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning
co-located with European Conference on Machine Learning and Principles
and Practice of Knowledge Discovery in Databases {(ECML} {PKDD} 2017),
Skopje, Macedonia, September 18, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1924},
pages = {27--36},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1924/ialatecml\_paper2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VercruyssenMD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VroonenDHD17,
author = {Ruben Vroonen and
Tom Decroos and
Jan Van Haaren and
Jesse Davis},
editor = {Jesse Davis and
Mehdi Kaytoue and
Albrecht Zimmermann},
title = {Predicting the Potential of Professional Soccer Players},
booktitle = {Proceedings of the 4th Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2017 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2017), Skopje, Macedonia, September 18th, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1971},
pages = {1--10},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1971/paper-02.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VroonenDHD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/avsp/2017,
editor = {Slim Ouni and
Chris Davis and
Alexandra Jesse and
Jonas Beskow},
title = {14th International Conference on Auditory-Visual Speech Processing,
{AVSP} 2017, Stockholm, Sweden, August 25-26, 2017},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/AVSP.2017},
doi = {10.21437/AVSP.2017},
timestamp = {Wed, 31 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/avsp/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015mlsa,
editor = {Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Proceedings of the 2nd Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2015 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2015), Porto, Portugal, September 11th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1970},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1970},
urn = {urn:nbn:de:0074-1970-9},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2015mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2016mlsa,
editor = {Jan Van Haaren and
Mehdi Kaytoue and
Jesse Davis},
title = {Proceedings of the Workshop on Machine Learning and Data Mining for
Sports Analytics 2016 co-located with the 2016 European Conference
on Machine Learning and Principles and Practice of Knowledge Discovery
in Databases, MLSA@PKDD/ECML 2016, Riva del Garda, Italy, September
19, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1842},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1842},
urn = {urn:nbn:de:0074-1842-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2016mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2017mlsa,
editor = {Jesse Davis and
Mehdi Kaytoue and
Albrecht Zimmermann},
title = {Proceedings of the 4th Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2017 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2017), Skopje, Macedonia, September 18th, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1971},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1971},
urn = {urn:nbn:de:0074-1971-3},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2017mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KuzelkaDS17,
author = {Ondrej Kuzelka and
Jesse Davis and
Steven Schockaert},
title = {Induction of Interpretable Possibilistic Logic Theories from Relational
Data},
journal = {CoRR},
volume = {abs/1705.07095},
year = {2017},
url = {http://arxiv.org/abs/1705.07095},
eprinttype = {arXiv},
eprint = {1705.07095},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KuzelkaDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05825,
author = {Ondrej Kuzelka and
Yuyi Wang and
Jesse Davis and
Steven Schockaert},
title = {Relational Marginal Problems: Theory and Estimation},
journal = {CoRR},
volume = {abs/1709.05825},
year = {2017},
url = {http://arxiv.org/abs/1709.05825},
eprinttype = {arXiv},
eprint = {1709.05825},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/DavisR16,
author = {Jesse Davis and
Jan Ramon},
title = {Guest editors introduction: special issue on inductive logic programming},
journal = {Mach. Learn.},
volume = {103},
number = {3},
pages = {307--308},
year = {2016},
url = {https://doi.org/10.1007/s10994-016-5561-0},
doi = {10.1007/S10994-016-5561-0},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/DavisR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HaarenBMD16,
author = {Jan Van Haaren and
Guy Van den Broeck and
Wannes Meert and
Jesse Davis},
title = {Lifted generative learning of Markov logic networks},
journal = {Mach. Learn.},
volume = {103},
number = {1},
pages = {27--55},
year = {2016},
url = {https://doi.org/10.1007/s10994-015-5532-x},
doi = {10.1007/S10994-015-5532-X},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HaarenBMD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ElShalMSDM16,
author = {Sarah ElShal and
Mithila Mathad and
Jaak Simm and
Jesse Davis and
Yves Moreau},
editor = {Tianhai Tian and
Qinghua Jiang and
Yunlong Liu and
Kevin Burrage and
Jiangning Song and
Yadong Wang and
Xiaohua Hu and
Shinichi Morishita and
Qian Zhu and
Guohua Wang},
title = {Topic modeling of biomedical text},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2016, Shenzhen, China, December 15-18, 2016},
pages = {712--716},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BIBM.2016.7822606},
doi = {10.1109/BIBM.2016.7822606},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/ElShalMSDM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/KuzelkaDS16,
author = {Ondrej Kuzelka and
Jesse Davis and
Steven Schockaert},
editor = {Gal A. Kaminka and
Maria Fox and
Paolo Bouquet and
Eyke H{\"{u}}llermeier and
Virginia Dignum and
Frank Dignum and
Frank van Harmelen},
title = {Interpretable Encoding of Densities Using Possibilistic Logic},
booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence,
29 August-2 September 2016, The Hague, The Netherlands - Including
Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {285},
pages = {1239--1247},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-672-9-1239},
doi = {10.3233/978-1-61499-672-9-1239},
timestamp = {Tue, 02 Nov 2021 15:59:05 +0100},
biburl = {https://dblp.org/rec/conf/ecai/KuzelkaDS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/NittiRDR16,
author = {Davide Nitti and
Irma Ravkic and
Jesse Davis and
Luc De Raedt},
editor = {Gal A. Kaminka and
Maria Fox and
Paolo Bouquet and
Eyke H{\"{u}}llermeier and
Virginia Dignum and
Frank Dignum and
Frank van Harmelen},
title = {Learning the Structure of Dynamic Hybrid Relational Models},
booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence,
29 August-2 September 2016, The Hague, The Netherlands - Including
Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {285},
pages = {1283--1290},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-672-9-1283},
doi = {10.3233/978-1-61499-672-9-1283},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/NittiRDR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/BodnarCDCC16,
author = {Cheryl A. Bodnar and
Renee M. Clark and
Jesse Davis and
Tom Congedo and
Daniel Cole},
title = {Student perspectives on application of game-based learning within
a graduate-level engineering course},
booktitle = {2016 {IEEE} Frontiers in Education Conference, {FIE} 2015, Eire, PA,
USA, October 12-15, 2016},
pages = {1--5},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/FIE.2016.7757440},
doi = {10.1109/FIE.2016.7757440},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fie/BodnarCDCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KuzelkaDS16,
author = {Ondrej Kuzelka and
Jesse Davis and
Steven Schockaert},
editor = {Subbarao Kambhampati},
title = {Learning Possibilistic Logic Theories from Default Rules},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1167--1173},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/169},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KuzelkaDS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/VerachtertBD16,
author = {A{\"{a}}ron Verachtert and
Hendrik Blockeel and
Jesse Davis},
editor = {Subbarao Kambhampati},
title = {Dynamic Early Stopping for Naive Bayes},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2082--2088},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/297},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/VerachtertBD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwbbio/ElShalSAZDM16,
author = {Sarah ElShal and
Jaak Simm and
Adam Arany and
Pooya Zakeri and
Jesse Davis and
Yves Moreau},
editor = {Francisco M. Ortu{\~{n}}o Guzman and
Ignacio Rojas},
title = {A Comprehensive Comparison of Two {MEDLINE} Annotators for Disease
and Gene Linkage: Sometimes Less is More},
booktitle = {Bioinformatics and Biomedical Engineering - 4th International Conference,
{IWBBIO} 2016, Granada, Spain, April 20-22, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9656},
pages = {765--778},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-31744-1\_66},
doi = {10.1007/978-3-319-31744-1\_66},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwbbio/ElShalSAZDM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HaarenSDF16,
author = {Jan Van Haaren and
Horesh Ben Shitrit and
Jesse Davis and
Pascal Fua},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Analyzing Volleyball Match Data from the 2014 World Championships
Using Machine Learning Techniques},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {627--634},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939725},
doi = {10.1145/2939672.2939725},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HaarenSDF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/VercruyssenRD16,
author = {Vincent Vercruyssen and
Luc De Raedt and
Jesse Davis},
editor = {Jan Van Haaren and
Mehdi Kaytoue and
Jesse Davis},
title = {Qualitative Spatial Reasoning for Soccer Pass Prediction},
booktitle = {Proceedings of the Workshop on Machine Learning and Data Mining for
Sports Analytics 2016 co-located with the 2016 European Conference
on Machine Learning and Principles and Practice of Knowledge Discovery
in Databases, MLSA@PKDD/ECML 2016, Riva del Garda, Italy, September
19, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1842},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1842/paper\_08.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/VercruyssenRD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BekkerHLD16,
author = {Jessa Bekker and
Arjen Hommersom and
Martijn Lappenschaar and
Jesse Davis},
title = {Measuring Adverse Drug Effects on Multimorbity using Tractable Bayesian
Networks},
journal = {CoRR},
volume = {abs/1612.03055},
year = {2016},
url = {http://arxiv.org/abs/1612.03055},
eprinttype = {arXiv},
eprint = {1612.03055},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BekkerHLD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KuzelkaDS16,
author = {Ondrej Kuzelka and
Jesse Davis and
Steven Schockaert},
title = {Learning Possibilistic Logic Theories from Default Rules},
journal = {CoRR},
volume = {abs/1604.05273},
year = {2016},
url = {http://arxiv.org/abs/1604.05273},
eprinttype = {arXiv},
eprint = {1604.05273},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KuzelkaDS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KuzelkaDS16a,
author = {Ondrej Kuzelka and
Jesse Davis and
Steven Schockaert},
title = {Stratified Knowledge Bases as Interpretable Probabilistic Models (Extended
Abstract)},
journal = {CoRR},
volume = {abs/1611.06174},
year = {2016},
url = {http://arxiv.org/abs/1611.06174},
eprinttype = {arXiv},
eprint = {1611.06174},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KuzelkaDS16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/PopovicSDMM15,
author = {Dusan Popovic and
Alejandro Sifrim and
Jesse Davis and
Yves Moreau and
Bart De Moor},
title = {Problems with the nested granularity of feature domains in bioinformatics:
the eXtasy case},
journal = {{BMC} Bioinform.},
volume = {16},
number = {{S-4}},
pages = {S2},
year = {2015},
url = {https://doi.org/10.1186/1471-2105-16-S4-S2},
doi = {10.1186/1471-2105-16-S4-S2},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/PopovicSDMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RavkicRD15,
author = {Irma Ravkic and
Jan Ramon and
Jesse Davis},
title = {Learning relational dependency networks in hybrid domains},
journal = {Mach. Learn.},
volume = {100},
number = {2-3},
pages = {217--254},
year = {2015},
url = {https://doi.org/10.1007/s10994-015-5483-2},
doi = {10.1007/S10994-015-5483-2},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/RavkicRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HaarenKD15,
author = {Jan Van Haaren and
Andrey Kolobov and
Jesse Davis},
editor = {Blai Bonet and
Sven Koenig},
title = {{TODTLER:} Two-Order-Deep Transfer Learning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3007--3015},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9624},
doi = {10.1609/AAAI.V29I1.9624},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HaarenKD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/BeeckHHHDLON15,
author = {Tim Op De Be{\'{e}}ck and
Arjen Hommersom and
Jan Van Haaren and
Maarten van der Heijden and
Jesse Davis and
Peter J. F. Lucas and
Lucy Overbeek and
Iris Nagtegaal},
editor = {John H. Holmes and
Riccardo Bellazzi and
Lucia Sacchi and
Niels Peek},
title = {Mining Hierarchical Pathology Data Using Inductive Logic Programming},
booktitle = {Artificial Intelligence in Medicine - 15th Conference on Artificial
Intelligence in Medicine, {AIME} 2015, Pavia, Italy, June 17-20, 2015.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9105},
pages = {76--85},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19551-3\_9},
doi = {10.1007/978-3-319-19551-3\_9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/BeeckHHHDLON15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/HaarenDHD15,
author = {Jan Van Haaren and
Vladimir Dzyuba and
Siebe Hannosset and
Jesse Davis},
editor = {{\'{E}}lisa Fromont and
Tijl De Bie and
Matthijs van Leeuwen},
title = {Automatically Discovering Offensive Patterns in Soccer Match Data},
booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9385},
pages = {286--297},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_25},
doi = {10.1007/978-3-319-24465-5\_25},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/HaarenDHD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AlfaroneD15,
author = {Daniele Alfarone and
Jesse Davis},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Unsupervised Learning of an {IS-A} Taxonomy from a Limited Domain-Specific
Corpus},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {1434--1441},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/206},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AlfaroneD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/KuzelkaDS15,
author = {Ondrej Kuzelka and
Jesse Davis and
Steven Schockaert},
editor = {Katsumi Inoue and
Hayato Ohwada and
Akihiro Yamamoto},
title = {Constructing Markov Logic Networks from First-Order Default Rules},
booktitle = {Inductive Logic Programming - 25th International Conference, {ILP}
2015, Kyoto, Japan, August 20-22, 2015, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9575},
pages = {91--105},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-40566-7\_7},
doi = {10.1007/978-3-319-40566-7\_7},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/KuzelkaDS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BekkerDCDB15,
author = {Jessa Bekker and
Jesse Davis and
Arthur Choi and
Adnan Darwiche and
Guy Van den Broeck},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Tractable Learning for Complex Probability Queries},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2242--2250},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/bb7946e7d85c81a9e69fee1cea4a087c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BekkerDCDB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/PopovicDSM15,
author = {Dusan Popovic and
Jesse Davis and
Alejandro Sifrim and
Bart De Moor},
title = {A Note on the Evaluation of Mutation Prioritization Algorithms},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2015,
Cape Town, South Africa, December 7-10, 2015},
pages = {1351--1357},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/SSCI.2015.193},
doi = {10.1109/SSCI.2015.193},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/PopovicDSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KuzelkaDS15,
author = {Ondrej Kuzelka and
Jesse Davis and
Steven Schockaert},
editor = {Marina Meila and
Tom Heskes},
title = {Encoding Markov logic networks in Possibilistic Logic},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {454--463},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/180.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/KuzelkaDS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/15/DavisCPCP15,
author = {Jesse Davis and
V{\'{\i}}tor Santos Costa and
Peggy L. Peissig and
Michael Caldwell and
David Page},
editor = {Arjen Hommersom and
Peter J. F. Lucas},
title = {Predicting Adverse Drug Events from Electronic Medical Records},
booktitle = {Foundations of Biomedical Knowledge Representation - Methods and Applications},
series = {Lecture Notes in Computer Science},
volume = {9521},
pages = {243--257},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28007-3\_16},
doi = {10.1007/978-3-319-28007-3\_16},
timestamp = {Sat, 30 Sep 2023 09:32:43 +0200},
biburl = {https://dblp.org/rec/books/sp/15/DavisCPCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/15/DavisSO15,
author = {Jesse Davis and
Luis Enrique Sucar and
Felipe Orihuela{-}Espina},
editor = {Arjen Hommersom and
Peter J. F. Lucas},
title = {Treatment of Disease: The Role of Knowledge Representation for Treatment
Selection},
booktitle = {Foundations of Biomedical Knowledge Representation - Methods and Applications},
series = {Lecture Notes in Computer Science},
volume = {9521},
pages = {235--241},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28007-3\_15},
doi = {10.1007/978-3-319-28007-3\_15},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/15/DavisSO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ilp/2014,
editor = {Jesse Davis and
Jan Ramon},
title = {Inductive Logic Programming - 24th International Conference, {ILP}
2014, Nancy, France, September 14-16, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9046},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23708-4},
doi = {10.1007/978-3-319-23708-4},
isbn = {978-3-319-23707-7},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ClaesenDSM15,
author = {Marc Claesen and
Jesse Davis and
Frank De Smet and
Bart De Moor},
title = {Assessing binary classifiers using only positive and unlabeled data},
journal = {CoRR},
volume = {abs/1504.06837},
year = {2015},
url = {http://arxiv.org/abs/1504.06837},
eprinttype = {arXiv},
eprint = {1504.06837},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ClaesenDSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KuzelkaDS15,
author = {Ondrej Kuzelka and
Jesse Davis and
Steven Schockaert},
title = {Encoding Markov Logic Networks in Possibilistic Logic},
journal = {CoRR},
volume = {abs/1506.01432},
year = {2015},
url = {http://arxiv.org/abs/1506.01432},
eprinttype = {arXiv},
eprint = {1506.01432},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KuzelkaDS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LowdD14,
author = {Daniel Lowd and
Jesse Davis},
title = {Improving Markov network structure learning using decision trees},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {501--532},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2627451},
doi = {10.5555/2627435.2627451},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LowdD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MerhejSCBAD14,
author = {Elie Merhej and
Steven Schockaert and
Martine De Cock and
Marjon Blondeel and
Daniele Alfarone and
Jesse Davis},
editor = {Yi Zeng and
Spyros Kotoulas and
Zhisheng Huang},
title = {Repairing Inconsistent Taxonomies Using {MAP} Inference and Rules
of Thumb},
booktitle = {Proceedings of the 5th International Workshop on Web-scale Knowledge
Representation Retrieval {\&} Reasoning, Web-KR@CIKM 2014, Shanghai,
China, November 3, 2014},
pages = {31--36},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2663792.2663804},
doi = {10.1145/2663792.2663804},
timestamp = {Tue, 26 Jul 2022 15:41:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MerhejSCBAD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BanckenAD14,
author = {Wouter Bancken and
Daniele Alfarone and
Jesse Davis},
editor = {Peggy Cellier and
Thierry Charnois and
Andreas Hotho and
Stan Matwin and
Marie{-}Francine Moens and
Yannick Toussaint},
title = {Automatically Detecting and Rating Product Aspects from Textual Customer
Reviews},
booktitle = {Proceedings of the 1st International Workshop on Interactions between
Data Mining and Natural Language Processing co-located with The European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases, DMNLP@PKDD/ECML 2014, Nancy, France, September
15, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1202},
pages = {1--16},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1202/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BanckenAD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TaghipourFDB14,
author = {Nima Taghipour and
Daan Fierens and
Jesse Davis and
Hendrik Blockeel},
title = {Lifted Variable Elimination: Decoupling the Operators from the Constraint
Language},
journal = {CoRR},
volume = {abs/1402.0565},
year = {2014},
url = {http://arxiv.org/abs/1402.0565},
eprinttype = {arXiv},
eprint = {1402.0565},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TaghipourFDB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/TaghipourFDB13,
author = {Nima Taghipour and
Daan Fierens and
Jesse Davis and
Hendrik Blockeel},
title = {Lifted Variable Elimination: Decoupling the Operators from the Constraint
Language},
journal = {J. Artif. Intell. Res.},
volume = {47},
pages = {393--439},
year = {2013},
url = {https://doi.org/10.1613/jair.3793},
doi = {10.1613/JAIR.3793},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/TaghipourFDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BroeckMD13,
author = {Guy Van den Broeck and
Wannes Meert and
Jesse Davis},
title = {Lifted Generative Parameter Learning},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013
{AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-16}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7134},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BroeckMD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TaghipourFBDB13,
author = {Nima Taghipour and
Daan Fierens and
Guy Van den Broeck and
Jesse Davis and
Hendrik Blockeel},
title = {On the Completeness of Lifted Variable Elimination},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013
{AAAI} Workshop, Bellevue, Washington, USA, July 15, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-16}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7103},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TaghipourFBDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TaghipourFBDB13,
author = {Nima Taghipour and
Daan Fierens and
Guy Van den Broeck and
Jesse Davis and
Hendrik Blockeel},
title = {Completeness Results for Lifted Variable Elimination},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {572--580},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/taghipour13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TaghipourFBDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/doceng/SanchezMGSDDVD13,
author = {Joan{-}Andreu S{\'{a}}nchez and
G{\"{u}}nter M{\"{u}}hlberger and
Basilis Gatos and
Philip Schofield and
Katrien Depuydt and
Richard M. Davis and
Enrique Vidal and
Jesse de Does},
editor = {Simone Marinai and
Kim Marriott},
title = {tranScriptorium: a european project on handwritten text recognition},
booktitle = {{ACM} Symposium on Document Engineering 2013, DocEng '13, Florence,
Italy, September 10-13, 2013},
pages = {227--228},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2494266.2494294},
doi = {10.1145/2494266.2494294},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/doceng/SanchezMGSDDVD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/MoldovanTDR13,
author = {Bogdan Moldovan and
Ingo Thon and
Jesse Davis and
Luc De Raedt},
editor = {Linda C. van der Gaag},
title = {{MCMC} Estimation of Conditional Probabilities in Probabilistic Programming
Languages},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 12th European Conference, {ECSQARU} 2013, Utrecht, The Netherlands,
July 8-10, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7958},
pages = {436--448},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-39091-3\_37},
doi = {10.1007/978-3-642-39091-3\_37},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/MoldovanTDR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/TaghipourDB13,
author = {Nima Taghipour and
Jesse Davis and
Hendrik Blockeel},
editor = {Gerson Zaverucha and
V{\'{\i}}tor Santos Costa and
Aline Paes},
title = {Generalized Counting for Lifted Variable Elimination},
booktitle = {Inductive Logic Programming - 23rd International Conference, {ILP}
2013, Rio de Janeiro, Brazil, August 28-30, 2013, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {8812},
pages = {107--122},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-662-44923-3\_8},
doi = {10.1007/978-3-662-44923-3\_8},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/TaghipourDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaghipourDB13,
author = {Nima Taghipour and
Jesse Davis and
Hendrik Blockeel},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {First-order Decomposition Trees},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1052--1060},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/f387624df552cea2f369918c5e1e12bc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TaghipourDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2013mlsa,
editor = {Jesse Davis and
Jan Van Haaren and
Albrecht Zimmermann},
title = {Proceedings of the 2nd Workshop on Machine Learning and Data Mining
for Sports Analytics co-located with 2013 European Conference on Machine
Learning and Principles and Practice of Knowledge Discovery in Databases
{(ECML} {PKDD} 2013), Prague, Czech Republic, September 27th, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1969},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1969},
urn = {urn:nbn:de:0074-1969-C},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2013mlsa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TaghipourDB13,
author = {Nima Taghipour and
Jesse Davis and
Hendrik Blockeel},
title = {First-Order Decomposition Trees},
journal = {CoRR},
volume = {abs/1306.0751},
year = {2013},
url = {http://arxiv.org/abs/1306.0751},
eprinttype = {arXiv},
eprint = {1306.0751},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TaghipourDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BroeckD12,
author = {Guy Van den Broeck and
Jesse Davis},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Conditioning in First-Order Knowledge Compilation and Lifted Probabilistic
Inference},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1961--1967},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8404},
doi = {10.1609/AAAI.V26I1.8404},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BroeckD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HaarenD12,
author = {Jan Van Haaren and
Jesse Davis},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Markov Network Structure Learning: {A} Randomized Feature Generation
Approach},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1148--1154},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8315},
doi = {10.1609/AAAI.V26I1.8315},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HaarenD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/VerbekeD12,
author = {Mathias Verbeke and
Jesse Davis},
editor = {Pamela Forner and
Jussi Karlgren and
Christa Womser{-}Hacker},
title = {A Text Mining Approach as Baseline for QA4MRE'12},
booktitle = {{CLEF} 2012 Evaluation Labs and Workshop, Online Working Notes, Rome,
Italy, September 17-20, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {1178},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-1178/CLEF2012wn-QA4MRE-VerbekeEt2012.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:42 +0100},
biburl = {https://dblp.org/rec/conf/clef/VerbekeD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BoydDPC12,
author = {Kendrick Boyd and
Jesse Davis and
David Page and
V{\'{\i}}tor Santos Costa},
title = {Unachievable Region in Precision-Recall Space and Its Effect on Empirical
Evaluation},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/349.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BoydDPC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DavisCBPPC12,
author = {Jesse Davis and
V{\'{\i}}tor Santos Costa and
Elizabeth Berg and
David Page and
Peggy L. Peissig and
Michael Caldwell},
title = {Demand-Driven Clustering in Relational Domains for Predicting Adverse
Drug Events},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/644.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DavisCBPPC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/FierensKDCM12,
author = {Daan Fierens and
Kristian Kersting and
Jesse Davis and
Jian Chen and
Martin Mladenov},
editor = {Fabrizio Riguzzi and
Filip Zelezn{\'{y}}},
title = {Pairwise Markov Logic},
booktitle = {Inductive Logic Programming - 22nd International Conference, {ILP}
2012, Dubrovnik, Croatia, September 17-19, 2012, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {7842},
pages = {58--73},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-38812-5\_5},
doi = {10.1007/978-3-642-38812-5\_5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/FierensKDCM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/RavkicRD12,
author = {Irma Ravkic and
Jan Ramon and
Jesse Davis},
editor = {Fabrizio Riguzzi and
Filip Zelezn{\'{y}}},
title = {Hybrid Logical Bayesian Networks},
booktitle = {Late Breaking Papers of the 22nd International Conference on Inductive
Logic Programming, Dubrovnik, Croatia, September 17-19, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {975},
pages = {62--67},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-975/paper-07.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:03 +0100},
biburl = {https://dblp.org/rec/conf/ilp/RavkicRD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/starai/TaghipourD12,
author = {Nima Taghipour and
Jesse Davis},
editor = {Henry A. Kautz and
Kristian Kersting and
Sriraam Natarajan and
David Poole},
title = {Generalized Counting for Lifted Variable Elimination},
booktitle = {2nd International Workshop on Statistical Relational {AI} (StaRAI-12),
held at the Uncertainty in Artificial Intelligence Conference {(UAI}
2012), Catalina Island, CA, USA, August 18, 2012},
year = {2012},
url = {https://starai.cs.kuleuven.be/2012/accepted/taghipour.pdf},
timestamp = {Thu, 10 Nov 2022 14:49:26 +0100},
biburl = {https://dblp.org/rec/conf/starai/TaghipourD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/TaghipourFDB12,
author = {Nima Taghipour and
Daan Fierens and
Jesse Davis and
Hendrik Blockeel},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Lifted Variable Elimination with Arbitrary Constraints},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {1194--1202},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/taghipour12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TaghipourFDB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4667,
author = {Kendrick Boyd and
V{\'{\i}}tor Santos Costa and
Jesse Davis and
David Page},
title = {Unachievable Region in Precision-Recall Space and Its Effect on Empirical
Evaluation},
journal = {CoRR},
volume = {abs/1206.4667},
year = {2012},
url = {http://arxiv.org/abs/1206.4667},
eprinttype = {arXiv},
eprint = {1206.4667},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-3809,
author = {Nima Taghipour and
Daan Fierens and
Guy Van den Broeck and
Jesse Davis and
Hendrik Blockeel},
title = {Lifted Variable Elimination: {A} Novel Operator and Completeness Results},
journal = {CoRR},
volume = {abs/1208.3809},
year = {2012},
url = {http://arxiv.org/abs/1208.3809},
eprinttype = {arXiv},
eprint = {1208.3809},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-3809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/DavisD11,
author = {Jesse Davis and
Pedro M. Domingos},
title = {Deep Transfer: {A} Markov Logic Approach},
journal = {{AI} Mag.},
volume = {32},
number = {1},
pages = {51--53},
year = {2011},
url = {https://doi.org/10.1609/aimag.v32i1.2330},
doi = {10.1609/AIMAG.V32I1.2330},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/DavisD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BroeckTMDR11,
author = {Guy Van den Broeck and
Nima Taghipour and
Wannes Meert and
Jesse Davis and
Luc De Raedt},
editor = {Toby Walsh},
title = {Lifted Probabilistic Inference by First-Order Knowledge Compilation},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2178--2185},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-363},
doi = {10.5591/978-1-57735-516-8/IJCAI11-363},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BroeckTMDR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SchoenmackersDEW10,
author = {Stefan Schoenmackers and
Jesse Davis and
Oren Etzioni and
Daniel S. Weld},
title = {Learning First-Order Horn Clauses from Web Text},
booktitle = {Proceedings of the 2010 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2010, 9-11 October 2010, {MIT} Stata
Center, Massachusetts, USA, {A} meeting of SIGDAT, a Special Interest
Group of the {ACL}},
pages = {1088--1098},
publisher = {{ACL}},
year = {2010},
url = {https://aclanthology.org/D10-1106/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SchoenmackersDEW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LowdD10,
author = {Daniel Lowd and
Jesse Davis},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Learning Markov Network Structure with Decision Trees},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {334--343},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.128},
doi = {10.1109/ICDM.2010.128},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LowdD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DavisD10,
author = {Jesse Davis and
Pedro M. Domingos},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Bottom-Up Learning of Markov Network Structure},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {271--278},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/537.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DavisD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/SolizBSTD09,
author = {Peter Soliz and
Eduardo S. Barriga and
Jesse Schallek and
Daniel Ts'o and
Herbert Davis},
title = {Intrinsic signal detection of an evoked response with a low-cost scanning
laser ophthalmoscope},
booktitle = {Proceedings of the Twenty-Second {IEEE} International Symposium on
Computer-Based Medical Systems, August 3-4, 2009, Albuquerque, New
Mexico, {USA}},
pages = {1--5},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CBMS.2009.5255344},
doi = {10.1109/CBMS.2009.5255344},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/SolizBSTD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DavisD09,
author = {Jesse Davis and
Pedro M. Domingos},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Deep transfer via second-order Markov logic},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {217--224},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553402},
doi = {10.1145/1553374.1553402},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DavisD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DavisCRP07,
author = {Jesse Davis and
V{\'{\i}}tor Santos Costa and
Soumya Ray and
David Page},
editor = {Zoubin Ghahramani},
title = {An integrated approach to feature invention and model construction
for drug activity prediction},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {217--224},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273524},
doi = {10.1145/1273496.1273524},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DavisCRP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DavisOSBPC07,
author = {Jesse Davis and
Irene M. Ong and
Jan Struyf and
Elizabeth S. Burnside and
David Page and
V{\'{\i}}tor Santos Costa},
editor = {Manuela M. Veloso},
title = {Change of Representation for Statistical Relational Learning},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2719--2726},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/437.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DavisOSBPC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/StruyfDP06,
author = {Jan Struyf and
Jesse Davis and
C. David Page Jr.},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {An Efficient Approximation to Lookahead in Relational Learners},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {775--782},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_79},
doi = {10.1007/11871842\_79},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/StruyfDP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DavisG06,
author = {Jesse Davis and
Mark Goadrich},
editor = {William W. Cohen and
Andrew W. Moore},
title = {The relationship between Precision-Recall and {ROC} curves},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {233--240},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143874},
doi = {10.1145/1143844.1143874},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DavisG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/DavisSE05,
author = {Jesse Davis and
Douglas Stark and
Nicholas Gerard Edmonds},
title = {Method Of Interaction In {A} Modular Architecture For Sensor Systems
(Mass)},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {15},
number = {2},
pages = {419--426},
year = {2005},
url = {https://doi.org/10.1142/S0218194005002099},
doi = {10.1142/S0218194005002099},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/DavisSE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/BurnsideDCDKFP05,
author = {Elizabeth S. Burnside and
Jesse Davis and
V{\'{\i}}tor Santos Costa and
In{\^{e}}s de Castro Dutra and
Charles E. Kahn Jr. and
Jason Fine and
David Page},
title = {Knowledge Discovery from Structured Mammography Reports Using Inductive
Logic Programming},
booktitle = {{AMIA} 2005, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, October 22-26, 2005},
publisher = {{AMIA}},
year = {2005},
url = {https://knowledge.amia.org/amia-55142-a2005a-1.613296/t-001-1.616182/f-001-1.616183/a-019-1.616633/a-020-1.616630},
timestamp = {Wed, 17 Apr 2024 11:48:22 +0200},
biburl = {https://dblp.org/rec/conf/amia/BurnsideDCDKFP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/DavisBDPC05,
author = {Jesse Davis and
Elizabeth S. Burnside and
In{\^{e}}s de Castro Dutra and
David Page and
V{\'{\i}}tor Santos Costa},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {An Integrated Approach to Learning Bayesian Networks of Rules},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {84--95},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_13},
doi = {10.1007/11564096\_13},
timestamp = {Wed, 24 Mar 2021 17:12:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/DavisBDPC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DavisBDPRCS05,
author = {Jesse Davis and
Elizabeth S. Burnside and
In{\^{e}}s de Castro Dutra and
David Page and
Raghu Ramakrishnan and
V{\'{\i}}tor Santos Costa and
Jude W. Shavlik},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {View Learning for Statistical Relational Learning: With an Application
to Mammography},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {677--683},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/0664.pdf},
timestamp = {Fri, 10 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DavisBDPRCS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/EdmondsSD05,
author = {Nicholas Gerard Edmonds and
Douglas Stark and
Jesse Davis},
title = {Mass: modular architecture for sensor systems},
booktitle = {Proceedings of the Fourth International Symposium on Information Processing
in Sensor Networks, {IPSN} 2005, April 25-27, 2005, UCLA, Los Angeles,
California, {USA}},
pages = {393--397},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/IPSN.2005.1440955},
doi = {10.1109/IPSN.2005.1440955},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/EdmondsSD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ftdcs/StarkD04,
author = {Douglas Stark and
Jesse Davis},
title = {Friendly Object Tracking and Foreign Object Detection and Localization
with an {SDAC} Wireless Sensor Network},
booktitle = {10th {IEEE} International Workshop on Future Trends of Distributed
Computing Systems {(FTDCS} 2004), 26-28 May 2004, Suzhou, China},
pages = {30--36},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/FTDCS.2004.1316590},
doi = {10.1109/FTDCS.2004.1316590},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ftdcs/StarkD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lcn/SitaramanDE01,
author = {Harish Sitaraman and
Jesse M. Davis and
Joseph B. Evans},
title = {Broadband Wireless Local Loop Evaluation via an Active {TCP} Connection
Monitoring Methodology},
booktitle = {26th Annual {IEEE} Conference on Local Computer Networks {(LCN} 2001),
14-16 November 2001, Tampa, Florida, USA, Proceedings},
pages = {594--603},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://doi.org/10.1109/LCN.2001.990840},
doi = {10.1109/LCN.2001.990840},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lcn/SitaramanDE01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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