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ORCIDBibTeX records: A. J. Feelders
@article{DBLP:journals/corr/abs-2401-17814,
author = {Laurens P. Stoop and
Erik Duijm and
A. J. Feelders and
Machteld van den Broek},
title = {Detection of Critical Events in Renewable Energy Production Time Series},
journal = {CoRR},
volume = {abs/2401.17814},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.17814},
doi = {10.48550/ARXIV.2401.17814},
eprinttype = {arXiv},
eprint = {2401.17814},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-17814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xai/RobeerBFP23,
author = {Marcel Robeer and
Floris Bex and
Ad Feelders and
Henry Prakken},
editor = {Luca Longo},
title = {Explaining Model Behavior with Global Causal Analysis},
booktitle = {Explainable Artificial Intelligence - First World Conference, xAI
2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1901},
pages = {299--323},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44064-9\_17},
doi = {10.1007/978-3-031-44064-9\_17},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/xai/RobeerBFP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/i-semantics/BaasWRDF22,
author = {Jurian Baas and
Leon van Wissen and
Jirsi Reinders and
Mehdi M. Dastani and
A. J. Feelders},
editor = {Anastasia Dimou and
Sebastian Neumaier and
Tassilo Pellegrini and
Sahar Vahdati},
title = {Adding Domain Knowledge to Improve Entity Resolution in 17th and 18th
Century Amsterdam Archival Records},
booktitle = {Towards a Knowledge-Aware {AI} - SEMANTiCS 2022 - Proceedings of the
18th International Conference on Semantic Systems, 13-15 September
2022, Vienna, Austria},
series = {Studies on the Semantic Web},
volume = {55},
pages = {90--104},
publisher = {{IOS} Press},
year = {2022},
url = {https://doi.org/10.3233/SSW220012},
doi = {10.3233/SSW220012},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/i-semantics/BaasWRDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaltd/StoopDFB21,
author = {Laurens P. Stoop and
Erik Duijm and
Ad Feelders and
Machteld van den Broek},
editor = {Vincent Lemaire and
Simon Malinowski and
Anthony J. Bagnall and
Thomas Guyet and
Romain Tavenard and
Georgiana Ifrim},
title = {Detection of Critical Events in Renewable Energy Production Time Series},
booktitle = {Advanced Analytics and Learning on Temporal Data - 6th {ECML} {PKDD}
Workshop, {AALTD} 2021, Bilbao, Spain, September 13, 2021, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13114},
pages = {104--119},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-91445-5\_7},
doi = {10.1007/978-3-030-91445-5\_7},
timestamp = {Thu, 23 Mar 2023 08:30:33 +0100},
biburl = {https://dblp.org/rec/conf/aaltd/StoopDFB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chr/BaasDF21,
author = {Juriaan Baas and
Mehdi M. Dastani and
Ad Feelders},
editor = {Maud Ehrmann and
Folgert Karsdorp and
Melvin Wevers and
Tara Lee Andrews and
Manuel Burghardt and
Mike Kestemont and
Enrique Manjavacas and
Michael Piotrowski and
Joris van Zundert},
title = {Entity Matching in Digital Humanities Knowledge Graphs},
booktitle = {Proceedings of the Conference on Computational Humanities Research,
CHR2021, Amsterdam, The Netherlands, November 17-19, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2989},
pages = {1--15},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2989/long\_paper5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:31 +0100},
biburl = {https://dblp.org/rec/conf/chr/BaasDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RobeerBF21,
author = {Marcel Robeer and
Floris Bex and
Ad Feelders},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Generating Realistic Natural Language Counterfactuals},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {3611--3625},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.306},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.306},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/RobeerBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/BaasDF21,
author = {Jurian Baas and
Mehdi Dastani and
A. J. Feelders},
editor = {Ruben Verborgh and
Anastasia Dimou and
Aidan Hogan and
Claudia d'Amato and
Ilaria Tiddi and
Arne Br{\"{o}}ring and
Simon Maier and
Femke Ongenae and
Riccardo Tommasini and
Mehwish Alam},
title = {Exploiting Transitivity for Entity Matching},
booktitle = {The Semantic Web: {ESWC} 2021 Satellite Events - Virtual Event, June
6-10, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12739},
pages = {109--114},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-80418-3\_20},
doi = {10.1007/978-3-030-80418-3\_20},
timestamp = {Mon, 28 Aug 2023 21:17:38 +0200},
biburl = {https://dblp.org/rec/conf/esws/BaasDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12589,
author = {Jurian Baas and
Mehdi Dastani and
Ad Feelders},
title = {Exploiting Transitivity Constraints for Entity Matching in Knowledge
Graphs},
journal = {CoRR},
volume = {abs/2104.12589},
year = {2021},
url = {https://arxiv.org/abs/2104.12589},
eprinttype = {arXiv},
eprint = {2104.12589},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/BaasDF20,
author = {Jurian Baas and
Mehdi Dastani and
Ad Feelders},
editor = {Maria Indrawan{-}Santiago and
Eric Pardede and
Ivan Luiz Salvadori and
Matthias Steinbauer and
Ismail Khalil and
Gabriele Kotsis},
title = {Tailored Graph Embeddings for Entity Alignment on Historical Data},
booktitle = {iiWAS '20: The 22nd International Conference on Information Integration
and Web-based Applications {\&} Services, Virtual Event / Chiang
Mai, Thailand, November 30 - December 2, 2020},
pages = {125--133},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3428757.3429111},
doi = {10.1145/3428757.3429111},
timestamp = {Fri, 12 Feb 2021 10:47:32 +0100},
biburl = {https://dblp.org/rec/conf/iiwas/BaasDF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WielEF20,
author = {Luuk van de Wiel and
Daniel M. van Es and
A. J. Feelders},
editor = {Vincent Lemaire and
Simon Malinowski and
Anthony J. Bagnall and
Thomas Guyet and
Romain Tavenard and
Georgiana Ifrim},
title = {Real-Time Outlier Detection in Time Series Data of Water Sensors},
booktitle = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12588},
pages = {155--170},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65742-0\_11},
doi = {10.1007/978-3-030-65742-0\_11},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/WielEF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2020,
editor = {Michael R. Berthold and
Ad Feelders and
Georg Krempl},
title = {Advances in Intelligent Data Analysis {XVIII} - 18th International
Symposium on Intelligent Data Analysis, {IDA} 2020, Konstanz, Germany,
April 27-29, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12080},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-44584-3},
doi = {10.1007/978-3-030-44584-3},
isbn = {978-3-030-44583-6},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LugtF19,
author = {Bart J. van der Lugt and
Ad Feelders},
editor = {Vincent Lemaire and
Simon Malinowski and
Anthony J. Bagnall and
Alexis Bondu and
Thomas Guyet and
Romain Tavenard},
title = {Conditional Forecasting of Water Level Time Series with RNNs},
booktitle = {Advanced Analytics and Learning on Temporal Data - 4th {ECML} {PKDD}
Workshop, {AALTD} 2019, W{\"{u}}rzburg, Germany, September 20,
2019, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11986},
pages = {55--71},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-39098-3\_5},
doi = {10.1007/978-3-030-39098-3\_5},
timestamp = {Wed, 02 Sep 2020 16:33:16 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LugtF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TriepelsDF18,
author = {Ron Triepels and
Hennie Daniels and
Ad Feelders},
title = {Data-driven fraud detection in international shipping},
journal = {Expert Syst. Appl.},
volume = {99},
pages = {193--202},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2018.01.007},
doi = {10.1016/J.ESWA.2018.01.007},
timestamp = {Tue, 27 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/TriepelsDF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DuivesteijnFK16,
author = {Wouter Duivesteijn and
Ad Feelders and
Arno J. Knobbe},
title = {Exceptional Model Mining - Supervised descriptive local pattern mining
with complex target concepts},
journal = {Data Min. Knowl. Discov.},
volume = {30},
number = {1},
pages = {47--98},
year = {2016},
url = {https://doi.org/10.1007/s10618-015-0403-4},
doi = {10.1007/S10618-015-0403-4},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/DuivesteijnFK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MasegosaFG16,
author = {Andr{\'{e}}s R. Masegosa and
A. J. Feelders and
Linda C. van der Gaag},
title = {Learning from incomplete data in Bayesian networks with qualitative
influences},
journal = {Int. J. Approx. Reason.},
volume = {69},
pages = {18--34},
year = {2016},
url = {https://doi.org/10.1016/j.ijar.2015.11.004},
doi = {10.1016/J.IJAR.2015.11.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/MasegosaFG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FeeldersK16,
author = {Ad Feelders and
Tijmen Kolkman},
title = {Exploiting monotonicity constraints to reduce label noise: An experimental
evaluation},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {2148--2155},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727465},
doi = {10.1109/IJCNN.2016.7727465},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FeeldersK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/MampaeyNFKK15,
author = {Michael Mampaey and
Siegfried Nijssen and
Ad Feelders and
Rob M. Konijn and
Arno J. Knobbe},
title = {Efficient algorithms for finding optimal binary features in numeric
and nominal labeled data},
journal = {Knowl. Inf. Syst.},
volume = {42},
number = {2},
pages = {465--492},
year = {2015},
url = {https://doi.org/10.1007/s10115-013-0714-y},
doi = {10.1007/S10115-013-0714-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/MampaeyNFKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cisim/TriepelsFD15,
author = {Ron Triepels and
Ad Feelders and
Hennie A. M. Daniels},
editor = {Khalid Saeed and
Wladyslaw Homenda},
title = {Uncovering Document Fraud in Maritime Freight Transport Based on Probabilistic
Classification},
booktitle = {Computer Information Systems and Industrial Management - 14th {IFIP}
{TC} 8 International Conference, {CISIM} 2015, Warsaw, Poland, September
24-26, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9339},
pages = {282--293},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24369-6\_23},
doi = {10.1007/978-3-319-24369-6\_23},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cisim/TriepelsFD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwe/KreuzerHF15,
author = {Robert Kreuzer and
Jurriaan Hage and
Ad Feelders},
editor = {Philipp Cimiano and
Flavius Frasincar and
Geert{-}Jan Houben and
Daniel Schwabe},
title = {A Quantitative Comparison of Semantic Web Page Segmentation Approaches},
booktitle = {Engineering the Web in the Big Data Era - 15th International Conference,
{ICWE} 2015, Rotterdam, The Netherlands, June 23-26, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9114},
pages = {374--391},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19890-3\_24},
doi = {10.1007/978-3-319-19890-3\_24},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/icwe/KreuzerHF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KrakF15,
author = {Thomas E. Krak and
Ad Feelders},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Exceptional Model Mining with Tree-Constrained Gradient Ascent},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {487--495},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.55},
doi = {10.1137/1.9781611974010.55},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KrakF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/WoudenbergGFE14,
author = {Steven P. D. Woudenberg and
Linda C. van der Gaag and
Ad Feelders and
Armin R. W. Elbers},
editor = {Torsten Schaub and
Gerhard Friedrich and
Barry O'Sullivan},
title = {Real-time Adaptive Problem Detection in Poultry},
booktitle = {{ECAI} 2014 - 21st European Conference on Artificial Intelligence,
18-22 August 2014, Prague, Czech Republic - Including Prestigious
Applications of Intelligent Systems {(PAIS} 2014)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {263},
pages = {1217--1218},
publisher = {{IOS} Press},
year = {2014},
url = {https://doi.org/10.3233/978-1-61499-419-0-1217},
doi = {10.3233/978-1-61499-419-0-1217},
timestamp = {Mon, 19 Jun 2023 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/WoudenbergGFE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/WoudenbergGFE14,
author = {Steven P. D. Woudenberg and
Linda C. van der Gaag and
Ad Feelders and
Armin R. W. Elbers},
editor = {Hendrik Blockeel and
Matthijs van Leeuwen and
Veronica Vinciotti},
title = {Real-Time Adaptive Residual Calculation for Detecting Trend Deviations
in Systems with Natural Variability},
booktitle = {Advances in Intelligent Data Analysis {XIII} - 13th International
Symposium, {IDA} 2014, Leuven, Belgium, October 30 - November 1, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8819},
pages = {380--392},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-12571-8\_33},
doi = {10.1007/978-3-319-12571-8\_33},
timestamp = {Mon, 03 Jan 2022 22:18:10 +0100},
biburl = {https://dblp.org/rec/conf/ida/WoudenbergGFE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SoonsF14,
author = {Pieter Soons and
Ad Feelders},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Exploiting Monotonicity Constraints in Active Learning for Ordinal
Classification},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {659--667},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.76},
doi = {10.1137/1.9781611973440.76},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SoonsF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pgm/2014,
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0},
doi = {10.1007/978-3-319-11433-0},
isbn = {978-3-319-11432-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MampaeyNFK12,
author = {Michael Mampaey and
Siegfried Nijssen and
Ad Feelders and
Arno J. Knobbe},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Efficient Algorithms for Finding Richer Subgroup Descriptions in Numeric
and Nominal Data},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {499--508},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.117},
doi = {10.1109/ICDM.2012.117},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/MampaeyNFK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DuivesteijnFK12,
author = {Wouter Duivesteijn and
Ad Feelders and
Arno J. Knobbe},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Different slopes for different folks: mining for exceptional regression
models with cook's distance},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {868--876},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339668},
doi = {10.1145/2339530.2339668},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DuivesteijnFK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/RoijersJF12,
author = {Diederik M. Roijers and
Johan Jeuring and
Ad Feelders},
editor = {Shane Dawson and
Caroline Haythornthwaite and
Simon Buckingham Shum and
Dragan Gasevic and
Rebecca Ferguson},
title = {Probability estimation and a competence model for rule based e-tutoring
systems},
booktitle = {Second International Conference on Learning Analytics and Knowledge,
{LAK} 2012, Vancouver, BC, Canada, April 29 - May 02, 2012},
pages = {255--258},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330601.2330663},
doi = {10.1145/2330601.2330663},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lak/RoijersJF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BarileF12,
author = {Nicola Barile and
Ad Feelders},
title = {Active Learning with Monotonicity Constraints},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {756--767},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.65},
doi = {10.1137/1.9781611972825.65},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BarileF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-5245,
author = {Ad Feelders},
title = {A new parameter Learning Method for Bayesian Networks with Qualitative
Influences},
journal = {CoRR},
volume = {abs/1206.5245},
year = {2012},
url = {http://arxiv.org/abs/1206.5245},
eprinttype = {arXiv},
eprint = {1206.5245},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-5245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1387,
author = {Ad Feelders and
Linda C. van der Gaag},
title = {Learning Bayesian Network Parameters with Prior Knowledge about Context-Specific
Qualitative Influences},
journal = {CoRR},
volume = {abs/1207.1387},
year = {2012},
url = {http://arxiv.org/abs/1207.1387},
eprinttype = {arXiv},
eprint = {1207.1387},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-1387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4160,
author = {Linda C. van der Gaag and
Hans L. Bodlaender and
Ad Feelders},
title = {Monotonicity in Bayesian Networks},
journal = {CoRR},
volume = {abs/1207.4160},
year = {2012},
url = {http://arxiv.org/abs/1207.4160},
eprinttype = {arXiv},
eprint = {1207.4160},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/BarileF11,
author = {Nicola Barile and
Ad Feelders},
editor = {Tapio Elomaa and
Jaakko Hollm{\'{e}}n and
Heikki Mannila},
title = {Monotone Instance Ranking with mira},
booktitle = {Discovery Science - 14th International Conference, {DS} 2011, Espoo,
Finland, October 5-7, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6926},
pages = {31--45},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24477-3\_6},
doi = {10.1007/978-3-642-24477-3\_6},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/BarileF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/PietersGF11,
author = {Barbara F. I. Pieters and
Linda C. van der Gaag and
Ad Feelders},
editor = {Weiru Liu},
title = {When Learning Naive Bayesian Classifiers Preserves Monotonicity},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 11th European Conference, {ECSQARU} 2011, Belfast, UK, June 29-July
1, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6717},
pages = {422--433},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22152-1\_36},
doi = {10.1007/978-3-642-22152-1\_36},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/PietersGF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/StegemanF11,
author = {Luite Stegeman and
Ad Feelders},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {On Generating All Optimal Monotone Classifications},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {685--694},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.111},
doi = {10.1109/ICDM.2011.111},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/StegemanF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuivesteijnKFL10,
author = {Wouter Duivesteijn and
Arno J. Knobbe and
Ad Feelders and
Matthijs van Leeuwen},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Subgroup Discovery Meets Bayesian Networks -- An Exceptional Model
Mining Approach},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {158--167},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.53},
doi = {10.1109/ICDM.2010.53},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/DuivesteijnKFL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Feelders10,
author = {Ad Feelders},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Monotone Relabeling in Ordinal Classification},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {803--808},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.92},
doi = {10.1109/ICDM.2010.92},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Feelders10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KampFB09,
author = {R{\'{e}}mon van de Kamp and
Ad Feelders and
Nicola Barile},
editor = {Niall M. Adams and
C{\'{e}}line Robardet and
Arno Siebes and
Jean{-}Fran{\c{c}}ois Boulicaut},
title = {Isotonic Classification Trees},
booktitle = {Advances in Intelligent Data Analysis VIII, 8th International Symposium
on Intelligent Data Analysis, {IDA} 2009, Lyon, France, August 31
- September 2, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5772},
pages = {405--416},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03915-7\_35},
doi = {10.1007/978-3-642-03915-7\_35},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/KampFB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/GaagRFGEBF09,
author = {Linda C. van der Gaag and
Silja Renooij and
Ad Feelders and
Arend de Groote and
Marinus J. C. Eijkemans and
Frank J. Broekmans and
Bart C. J. M. Fauser},
editor = {Petra Perner},
title = {Aligning Bayesian Network Classifiers with Medical Contexts},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 6th International
Conference, {MLDM} 2009, Leipzig, Germany, July 23-25, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5632},
pages = {787--801},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03070-3\_59},
doi = {10.1007/978-3-642-03070-3\_59},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/GaagRFGEBF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/KnijfF08,
author = {Jeroen De Knijf and
Ad Feelders},
title = {An Experimental Comparison of Different Inclusion Relations in Frequent
Tree Mining},
journal = {Fundam. Informaticae},
volume = {89},
number = {1},
pages = {1--22},
year = {2008},
url = {http://content.iospress.com/articles/fundamenta-informaticae/fi89-1-02},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fuin/KnijfF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BarileF08,
author = {Nicola Barile and
Ad Feelders},
title = {Nonparametric Monotone Classification with {MOCA}},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {731--736},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.54},
doi = {10.1109/ICDM.2008.54},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BarileF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LemanFK08,
author = {Dennis Leman and
Ad Feelders and
Arno J. Knobbe},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Exceptional Model Mining},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {1--16},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_1},
doi = {10.1007/978-3-540-87481-2\_1},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LemanFK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DuivesteijnF08,
author = {Wouter Duivesteijn and
Ad Feelders},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Nearest Neighbour Classification with Monotonicity Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {301--316},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_38},
doi = {10.1007/978-3-540-87479-9\_38},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DuivesteijnF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/FeeldersS07,
author = {A. J. Feelders and
Robert van Straalen},
editor = {Michael R. Berthold and
John Shawe{-}Taylor and
Nada Lavrac},
title = {Parameter Learning for Bayesian Networks with Strict Qualitative Influences},
booktitle = {Advances in Intelligent Data Analysis VII, 7th International Symposium
on Intelligent Data Analysis, {IDA} 2007, Ljubljana, Slovenia, September
6-8, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4723},
pages = {48--58},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74825-0\_5},
doi = {10.1007/978-3-540-74825-0\_5},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/FeeldersS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Feelders07,
author = {Ad Feelders},
editor = {Ronald Parr and
Linda C. van der Gaag},
title = {A new parameter Learning Method for Bayesian Networks with Qualitative
Influences},
booktitle = {{UAI} 2007, Proceedings of the Twenty-Third Conference on Uncertainty
in Artificial Intelligence, Vancouver, BC, Canada, July 19-22, 2007},
pages = {117--124},
publisher = {{AUAI} Press},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/3020488.3020503},
doi = {10.5555/3020488.3020503},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/Feelders07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/FeeldersG06,
author = {A. J. Feelders and
Linda C. van der Gaag},
title = {Learning Bayesian network parameters under order constraints},
journal = {Int. J. Approx. Reason.},
volume = {42},
number = {1-2},
pages = {37--53},
year = {2006},
url = {https://doi.org/10.1016/j.ijar.2005.10.003},
doi = {10.1016/J.IJAR.2005.10.003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/FeeldersG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/FeeldersI06,
author = {A. J. Feelders and
Jevgenijs Ivanovs},
editor = {Milan Studen{\'{y}} and
Jir{\'{\i}} Vomlel},
title = {Discriminative Scoring of Bayesian Network Classifiers: a Comparative
Study},
booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September
2006, Prague, Czech Republic. Electronic Proceedings},
pages = {75--82},
year = {2006},
url = {http://www.utia.cas.cz/files/mtr/pgm06/16\_paper.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/FeeldersI06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/Egmont-PetersenFB05,
author = {Michael Egmont{-}Petersen and
A. J. Feelders and
Bart Baesens},
title = {Confidence intervals for probabilistic network classifiers},
journal = {Comput. Stat. Data Anal.},
volume = {49},
number = {4},
pages = {998--1019},
year = {2005},
url = {https://doi.org/10.1016/j.csda.2004.06.018},
doi = {10.1016/J.CSDA.2004.06.018},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/Egmont-PetersenFB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RiggelsenF05,
author = {Carsten Riggelsen and
Ad Feelders},
editor = {Robert G. Cowell and
Zoubin Ghahramani},
title = {Learning Bayesian Network Models from Incomplete Data using Importance
Sampling},
booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8,
2005},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2005},
url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/156.pdf},
timestamp = {Wed, 06 May 2015 20:30:46 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RiggelsenF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SiebesSF05,
author = {Arno Siebes and
Muhammad Subianto and
A. J. Feelders},
title = {Instability of Classifiers on Categorical Data},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {769--772},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.81},
doi = {10.1109/ICDM.2005.81},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SiebesSF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kcap/HelsperGFLGE05,
author = {Eveline M. Helsper and
Linda C. van der Gaag and
A. J. Feelders and
Willie Loeffen and
Petra L. Geenen and
Armin Elbers},
editor = {Peter Clark and
Guus Schreiber},
title = {Bringing order into bayesian-network construction},
booktitle = {Proceedings of the 3rd International Conference on Knowledge Capture
{(K-CAP} 2005), October 2-5, 2005, Banff, Alberta, Canada},
pages = {121--128},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1088622.1088645},
doi = {10.1145/1088622.1088645},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kcap/HelsperGFLGE05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FeeldersG05,
author = {A. J. Feelders and
Linda C. van der Gaag},
title = {Learning Bayesian Network Parameters with Prior Knowledge about Context-Specific
Qualitative Influences},
booktitle = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial
Intelligence, Edinburgh, Scotland, July 26-29, 2005},
pages = {193--200},
publisher = {{AUAI} Press},
year = {2005},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1236\&\#38;proceeding\_id=21},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FeeldersG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ida/2005,
editor = {A. Fazel Famili and
Joost N. Kok and
Jos{\'{e}} Mar{\'{\i}}a Pe{\~{n}}a S{\'{a}}nchez and
Arno Siebes and
A. J. Feelders},
title = {Advances in Intelligent Data Analysis VI, 6th International Symposium
on Intelligent Data Analysis, {IDA} 2005, Madrid, Spain, September
8-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3646},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11552253},
doi = {10.1007/11552253},
isbn = {3-540-28795-7},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GaagBF04,
author = {Linda C. van der Gaag and
Hans L. Bodlaender and
A. J. Feelders},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {Monotonicity in Bayesian Networks},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {569--576},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1156\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GaagBF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/FeeldersP03,
author = {A. J. Feelders and
Martijn Pardoel},
editor = {Michael R. Berthold and
Hans{-}Joachim Lenz and
Elizabeth Bradley and
Rudolf Kruse and
Christian Borgelt},
title = {Pruning for Monotone Classification Trees},
booktitle = {Advances in Intelligent Data Analysis V, 5th International Symposium
on Intelligent Data Analysis, {IDA} 2003, Berlin, Germany, August
28-30, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2810},
pages = {1--12},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45231-7\_1},
doi = {10.1007/978-3-540-45231-7\_1},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/FeeldersP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/PotharstF02,
author = {Rob Potharst and
A. J. Feelders},
title = {Classification trees for problems with monotonicity constraints},
journal = {{SIGKDD} Explor.},
volume = {4},
number = {1},
pages = {1--10},
year = {2002},
url = {https://doi.org/10.1145/568574.568577},
doi = {10.1145/568574.568577},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/PotharstF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/FeeldersD01,
author = {A. J. Feelders and
Hennie A. M. Daniels},
title = {A general model for automated business diagnosis},
journal = {Eur. J. Oper. Res.},
volume = {130},
number = {3},
pages = {623--637},
year = {2001},
url = {https://doi.org/10.1016/S0377-2217(99)00428-2},
doi = {10.1016/S0377-2217(99)00428-2},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/FeeldersD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/CasteloFS01,
author = {Robert Castelo and
A. J. Feelders and
Arno Siebes},
editor = {Frank Hoffmann and
David J. Hand and
Niall M. Adams and
Douglas H. Fisher and
Gabriela Guimar{\~{a}}es},
title = {{MAMBO:} Discovering Association Rules Based on Conditional Independencies},
booktitle = {Advances in Intelligent Data Analysis, 4th International Conference,
{IDA} 2001, Cascais, Portugal, September 13-15, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2189},
pages = {289--298},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44816-0\_29},
doi = {10.1007/3-540-44816-0\_29},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/CasteloFS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iam/FeeldersDH00,
author = {A. J. Feelders and
Hennie A. M. Daniels and
Marcel Holsheimer},
title = {Methodological and practical aspects of data mining},
journal = {Inf. Manag.},
volume = {37},
number = {5},
pages = {271--281},
year = {2000},
url = {https://doi.org/10.1016/S0378-7206(99)00051-8},
doi = {10.1016/S0378-7206(99)00051-8},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iam/FeeldersDH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isafm/Feelders00,
author = {A. J. Feelders},
title = {Credit scoring and reject inference with mixture models},
journal = {Intell. Syst. Account. Finance Manag.},
volume = {9},
number = {1},
pages = {1--8},
year = {2000},
url = {https://doi.org/10.1002/(SICI)1099-1174(200003)9:1\&\#60;1::AID-ISAF177\&\#62;3.0.CO;2-\%23},
doi = {10.1002/(SICI)1099-1174(200003)9:1\&\#60;1::AID-ISAF177\&\#62;3.0.CO;2-\%23},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isafm/Feelders00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Feelders00,
author = {A. J. Feelders},
editor = {Djamel A. Zighed and
Henryk Jan Komorowski and
Jan M. Zytkow},
title = {Prior Knowledge in Economic Applications of Data Mining},
booktitle = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
{PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1910},
pages = {395--400},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45372-5\_42},
doi = {10.1007/3-540-45372-5\_42},
timestamp = {Mon, 05 Feb 2024 20:31:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Feelders00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isafm/Feelders99,
author = {A. J. Feelders},
title = {Credit scoring and reject inference with mixture models},
journal = {Intell. Syst. Account. Finance Manag.},
volume = {8},
number = {4},
pages = {271--279},
year = {1999},
url = {https://doi.org/10.1002/(SICI)1099-1174(199912)8:4\&\#60;271::AID-ISAF170\&\#62;3.0.CO;2-P},
doi = {10.1002/(SICI)1099-1174(199912)8:4\&\#60;271::AID-ISAF170\&\#62;3.0.CO;2-P},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isafm/Feelders99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/Feelders99,
author = {A. J. Feelders},
title = {Discussion on the paper by Friedman and Fisher},
journal = {Stat. Comput.},
volume = {9},
number = {2},
pages = {147--148},
year = {1999},
url = {https://doi.org/10.1023/A:1008806919543},
doi = {10.1023/A:1008806919543},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/Feelders99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Feelders99,
author = {A. J. Feelders},
editor = {Jan M. Zytkow and
Jan Rauch},
title = {Handling Missing Data in Trees: Surrogate Splits or Statistical Imputation},
booktitle = {Principles of Data Mining and Knowledge Discovery, Third European
Conference, {PKDD} '99, Prague, Czech Republic, September 15-18, 1999,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1704},
pages = {329--334},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/978-3-540-48247-5\_38},
doi = {10.1007/978-3-540-48247-5\_38},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Feelders99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FeeldersCM98,
author = {A. J. Feelders and
Soong Chang and
Geoffrey J. McLachlan},
editor = {Rakesh Agrawal and
Paul E. Stolorz and
Gregory Piatetsky{-}Shapiro},
title = {Mining in the Presence of Selectivity Bias and its Application to
Reject Inference},
booktitle = {Proceedings of the Fourth International Conference on Knowledge Discovery
and Data Mining (KDD-98), New York City, New York, USA, August 27-31,
1998},
pages = {199--203},
publisher = {{AAAI} Press},
year = {1998},
url = {http://www.aaai.org/Library/KDD/1998/kdd98-033.php},
timestamp = {Tue, 07 Nov 2017 16:24:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FeeldersCM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsc/KleijnenFC98,
author = {Jack P. C. Kleijnen and
A. J. Feelders and
Russell C. H. Cheng},
editor = {Deborah J. Medeiros and
Edward F. Watson and
John S. Carson II and
Mani S. Manivannan},
title = {Bootstrapping and Validation of Metamodels in Simulation},
booktitle = {Proceedings of the 30th conference on Winter simulation, {WSC} 1998,
Washington DC, USA, December 13-16, 1998},
pages = {701--705},
publisher = {{WSC}},
year = {1998},
url = {https://doi.org/10.1109/WSC.1998.745053},
doi = {10.1109/WSC.1998.745053},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsc/KleijnenFC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosim/Feelders96,
author = {A. J. Feelders},
editor = {Len Dekker and
Wim Smit and
Jan C. Zuidervaart},
title = {Data mining and related techniques},
booktitle = {EUROSIM'96, {HPCN} Challenges in Telecomp and Telecom: Parallel Simulation
of Complex Systems and Large-Scale Applications, Proceedings of the
{EUROSIM} 1996 International Conference, 10-12 June 1996, Delft, The
Netherlands},
pages = {521--527},
publisher = {Elsevier},
year = {1996},
timestamp = {Mon, 25 Aug 2003 12:50:48 +0200},
biburl = {https://dblp.org/rec/conf/eurosim/Feelders96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Feelders96,
author = {A. J. Feelders},
editor = {Evangelos Simoudis and
Jiawei Han and
Usama M. Fayyad},
title = {Learning from Biased Data Using Mixture Models},
booktitle = {Proceedings of the Second International Conference on Knowledge Discovery
and Data Mining (KDD-96), Portland, Oregon, {USA}},
pages = {102--107},
publisher = {{AAAI} Press},
year = {1996},
url = {http://www.aaai.org/Library/KDD/1996/kdd96-017.php},
timestamp = {Mon, 05 Jun 2017 13:20:21 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Feelders96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FeeldersV95,
author = {A. J. Feelders and
W. J. H. Verkooijen},
editor = {Doug Fisher and
Hans{-}Joachim Lenz},
title = {On the Statistical Comparison of Inductive Learning Methods},
booktitle = {Learning from Data - Fifth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 1995, Key West, Florida, USA, January, 1995.
Proceedings},
pages = {271--279},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/978-1-4612-2404-4\_26},
doi = {10.1007/978-1-4612-2404-4\_26},
timestamp = {Tue, 19 Jun 2018 18:29:38 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FeeldersV95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FeeldersLZ95,
author = {A. J. Feelders and
A. J. F. le Loux and
J. W. van't Zand},
editor = {Usama M. Fayyad and
Ramasamy Uthurusamy},
title = {Data Mining for Loan Evaluation at {ABN} {AMRO:} {A} Case Study},
booktitle = {Proceedings of the First International Conference on Knowledge Discovery
and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995},
pages = {106--111},
publisher = {{AAAI} Press},
year = {1995},
url = {http://www.aaai.org/Library/KDD/1995/kdd95-041.php},
timestamp = {Wed, 12 Dec 2012 15:08:19 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FeeldersLZ95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/DanielsF92,
author = {Hennie A. M. Daniels and
Ad Feelders},
title = {Explanation and diagnosis in business assessment},
journal = {{IEEE} Trans. Syst. Man Cybern.},
volume = {22},
number = {2},
pages = {397--402},
year = {1992},
url = {https://doi.org/10.1109/21.148416},
doi = {10.1109/21.148416},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/DanielsF92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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