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ORCIDBibTeX records: Bart Baesens
@article{DBLP:journals/access/BaesensAPBB24,
author = {Bart Baesens and
Amy Adams and
Rodrigo Pacheco{-}Ruiz and
Ann{-}Sophie Baesens and
Seppe K. L. M. vanden Broucke},
title = {Explainable Deep Learning to Classify Royal Navy Ships},
journal = {{IEEE} Access},
volume = {12},
pages = {1774--1785},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2023.3346061},
doi = {10.1109/ACCESS.2023.3346061},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/BaesensAPBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/TiukhovaPOBSB24,
author = {Elena Tiukhova and
Emiliano Penaloza and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Bart Baesens and
Monique Snoeck and
Cristi{\'{a}}n Bravo},
title = {{INFLECT-DGNN:} Influencer Prediction With Dynamic Graph Neural Networks},
journal = {{IEEE} Access},
volume = {12},
pages = {115026--115041},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3443533},
doi = {10.1109/ACCESS.2024.3443533},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/TiukhovaPOBSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/DeforceBDA24,
author = {Boje Deforce and
Bart Baesens and
Jan Diels and
Estefan{\'{\i}}a Serral Asensio},
title = {Harnessing the power of transformers and data fusion in smart irrigation},
journal = {Appl. Soft Comput.},
volume = {152},
pages = {111246},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2024.111246},
doi = {10.1016/J.ASOC.2024.111246},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/DeforceBDA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/OirbeekPBV24,
author = {Robin Van Oirbeek and
Jolien Ponnet and
Bart Baesens and
Tim Verdonck},
title = {Computational Efficient Approximations of the Concordance Probability
in a Big Data Setting},
journal = {Big Data},
volume = {12},
number = {3},
pages = {243--268},
year = {2024},
url = {https://doi.org/10.1089/big.2022.0107},
doi = {10.1089/BIG.2022.0107},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/OirbeekPBV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/VanderschuerenBVV24,
author = {Toon Vanderschueren and
Bart Baesens and
Tim Verdonck and
Wouter Verbeke},
title = {A new perspective on classification: Optimally allocating limited
resources to uncertain tasks},
journal = {Decis. Support Syst.},
volume = {179},
pages = {114151},
year = {2024},
url = {https://doi.org/10.1016/j.dss.2023.114151},
doi = {10.1016/J.DSS.2023.114151},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/VanderschuerenBVV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/TiukhovaVFIOPBS24,
author = {Elena Tiukhova and
Pavani Vemuri and
Nidia Guadalupe L{\'{o}}pez Flores and
Anna Sigridur Islind and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Stephan Poelmans and
Bart Baesens and
Monique Snoeck},
title = {Explainable Learning Analytics: Assessing the stability of student
success prediction models by means of explainable {AI}},
journal = {Decis. Support Syst.},
volume = {182},
pages = {114229},
year = {2024},
url = {https://doi.org/10.1016/j.dss.2024.114229},
doi = {10.1016/J.DSS.2024.114229},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/TiukhovaVFIOPBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BockCCSBBCDKLMMOVVW24,
author = {Koen W. De Bock and
Kristof Coussement and
Arno De Caigny and
Roman Slowinski and
Bart Baesens and
Robert N. Boute and
Tsan{-}Ming Choi and
Dursun Delen and
Mathias Kraus and
Stefan Lessmann and
Sebasti{\'{a}}n Maldonado and
David Martens and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Carla Vairetti and
Wouter Verbeke and
Richard Weber},
title = {Explainable {AI} for Operational Research: {A} defining framework,
methods, applications, and a research agenda},
journal = {Eur. J. Oper. Res.},
volume = {317},
number = {2},
pages = {249--272},
year = {2024},
url = {https://doi.org/10.1016/j.ejor.2023.09.026},
doi = {10.1016/J.EJOR.2023.09.026},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/BockCCSBBCDKLMMOVVW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ReusensSTSVBB24,
author = {Manon Reusens and
Alexander Stevens and
Jonathan Tonglet and
Johannes De Smedt and
Wouter Verbeke and
Seppe vanden Broucke and
Bart Baesens},
title = {Evaluating text classification: {A} benchmark study},
journal = {Expert Syst. Appl.},
volume = {254},
pages = {124302},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.124302},
doi = {10.1016/J.ESWA.2024.124302},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ReusensSTSVBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/VerdonckBOB24,
author = {Tim Verdonck and
Bart Baesens and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Seppe vanden Broucke},
title = {Special issue on feature engineering editorial},
journal = {Mach. Learn.},
volume = {113},
number = {7},
pages = {3917--3928},
year = {2024},
url = {https://doi.org/10.1007/s10994-021-06042-2},
doi = {10.1007/S10994-021-06042-2},
timestamp = {Sat, 06 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/VerdonckBOB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/DosscheVBL24,
author = {Wouter Dossche and
Sarah Vansteenkiste and
Bart Baesens and
Wilfried Lemahieu},
title = {Interpretable and Accurate Identification of Job Seekers at Risk of
Long-Term Unemployment: Explainable ML-Based Profiling},
journal = {{SN} Comput. Sci.},
volume = {5},
number = {5},
pages = {536},
year = {2024},
url = {https://doi.org/10.1007/s42979-024-02884-4},
doi = {10.1007/S42979-024-02884-4},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sncs/DosscheVBL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/TiukhovaVOPBS24,
author = {Elena Tiukhova and
Pavani Vemuri and
Maria {\'{O}}skarsd{\'{o}}ttir and
Stephan Poelmans and
Bart Baesens and
Monique Snoeck},
editor = {Tung X. Bui},
title = {Discovering Unusual Study Patterns Using Anomaly Detection and {XAI}},
booktitle = {57th Hawaii International Conference on System Sciences, {HICSS} 2024,
Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January
3-6, 2024},
pages = {1427--1436},
publisher = {ScholarSpace},
year = {2024},
url = {https://hdl.handle.net/10125/106555},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/TiukhovaVOPBS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-02865,
author = {Boje Deforce and
Meng{-}Chieh Lee and
Bart Baesens and
Estefan{\'{\i}}a Serral Asensio and
Jaemin Yoo and
Leman Akoglu},
title = {End-To-End Self-tuning Self-supervised Time Series Anomaly Detection},
journal = {CoRR},
volume = {abs/2404.02865},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.02865},
doi = {10.48550/ARXIV.2404.02865},
eprinttype = {arXiv},
eprint = {2404.02865},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-02865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-18913,
author = {Boje Deforce and
Bart Baesens and
Estefan{\'{\i}}a Serral Asensio},
title = {Leveraging Time-Series Foundation Models in Smart Agriculture for
Soil Moisture Forecasting},
journal = {CoRR},
volume = {abs/2405.18913},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.18913},
doi = {10.48550/ARXIV.2405.18913},
eprinttype = {arXiv},
eprint = {2405.18913},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-18913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-19383,
author = {Bruno Deprez and
Toon Vanderschueren and
Bart Baesens and
Tim Verdonck and
Wouter Verbeke},
title = {Network Analytics for Anti-Money Laundering - {A} Systematic Literature
Review and Experimental Evaluation},
journal = {CoRR},
volume = {abs/2405.19383},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.19383},
doi = {10.48550/ARXIV.2405.19383},
eprinttype = {arXiv},
eprint = {2405.19383},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-19383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17385,
author = {Manon Reusens and
Philipp Borchert and
Jochen De Weerdt and
Bart Baesens},
title = {Native Design Bias: Studying the Impact of English Nativeness on Language
Model Performance},
journal = {CoRR},
volume = {abs/2406.17385},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17385},
doi = {10.48550/ARXIV.2406.17385},
eprinttype = {arXiv},
eprint = {2406.17385},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/BelleBW23,
author = {Rafa{\"{e}}l Van Belle and
Bart Baesens and
Jochen De Weerdt},
title = {{CATCHM:} {A} novel network-based credit card fraud detection method
using node representation learning},
journal = {Decis. Support Syst.},
volume = {164},
pages = {113866},
year = {2023},
url = {https://doi.org/10.1016/j.dss.2022.113866},
doi = {10.1016/J.DSS.2022.113866},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/BelleBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/collas/DeforceBDA23,
author = {Boje Deforce and
Bart Baesens and
Jan Diels and
Estefan{\'{\i}}a Serral Asensio},
editor = {Sarath Chandar and
Razvan Pascanu and
Hanie Sedghi and
Doina Precup},
title = {MultiMix {TFT:} {A} Multi-task Mixed-Frequency Framework with Temporal
Fusion Transformers},
booktitle = {Conference on Lifelong Learning Agents, 22-25 August 2023, McGill
University, Montr{\'{e}}al, Qu{\'{e}}bec, Canada},
series = {Proceedings of Machine Learning Research},
volume = {232},
pages = {586--600},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v232/deforce23a.html},
timestamp = {Tue, 20 Feb 2024 13:52:18 +0100},
biburl = {https://dblp.org/rec/conf/collas/DeforceBDA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ReusensBMWB23,
author = {Manon Reusens and
Philipp Borchert and
Margot Mieskes and
Jochen De Weerdt and
Bart Baesens},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Investigating Bias in Multilingual Language Models: Cross-Lingual
Transfer of Debiasing Techniques},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {2887--2896},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.175},
doi = {10.18653/V1/2023.EMNLP-MAIN.175},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ReusensBMWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TongletRBB23,
author = {Jonathan Tonglet and
Manon Reusens and
Philipp Borchert and
Bart Baesens},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {{SEER} : {A} Knapsack approach to Exemplar Selection for In-Context
HybridQA},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {13569--13583},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.837},
doi = {10.18653/V1/2023.EMNLP-MAIN.837},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/TongletRBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/er/TiukhovaVBS23,
author = {Elena Tiukhova and
Charlotte Verbruggen and
Bart Baesens and
Monique Snoeck},
editor = {Claudenir M. Fonseca and
Jos{\'{e}} Borbinha and
Giancarlo Guizzardi and
David Aveiro and
Sotirios Liaskos and
C. Maria Keet and
Estefan{\'{\i}}a Serral and
Fernanda Bai{\~{a}}o and
Jo{\~{a}}o Ara{\'{u}}jo and
Tiago Prince Sales and
Miguel Mira da Silva and
Sergio de Cesare and
H. Sofia Pinto and
Ladjel Bellatreche and
Simon Hacks},
title = {Learning analytics tells: Know your basics and go to class},
booktitle = {Companion Proceedings of the 42nd International Conference on Conceptual
Modeling: {ER} Forum, 7th SCME, Project Exhibitions, Posters and Demos,
and Doctoral Consortium co-located with {ER} 2023, Lisbon, Portugal,
November 06-09, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3618},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3618/scme\_paper\_2.pdf},
timestamp = {Thu, 18 Jan 2024 15:46:24 +0100},
biburl = {https://dblp.org/rec/conf/er/TiukhovaVBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05495,
author = {Boje Deforce and
Bart Baesens and
Jan Diels and
Estefan{\'{\i}}a Serral Asensio},
title = {Self-Supervised Anomaly Detection of Rogue Soil Moisture Sensors},
journal = {CoRR},
volume = {abs/2305.05495},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05495},
doi = {10.48550/ARXIV.2305.05495},
eprinttype = {arXiv},
eprint = {2305.05495},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08131,
author = {Elena Tiukhova and
Emiliano Penaloza and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Bart Baesens and
Monique Snoeck and
Cristi{\'{a}}n Bravo},
title = {{INFLECT-DGNN:} Influencer Prediction with Dynamic Graph Neural Networks},
journal = {CoRR},
volume = {abs/2307.08131},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08131},
doi = {10.48550/ARXIV.2307.08131},
eprinttype = {arXiv},
eprint = {2307.08131},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06675,
author = {Jonathan Tonglet and
Manon Reusens and
Philipp Borchert and
Bart Baesens},
title = {{SEER} : {A} Knapsack approach to Exemplar Selection for In-Context
HybridQA},
journal = {CoRR},
volume = {abs/2310.06675},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06675},
doi = {10.48550/ARXIV.2310.06675},
eprinttype = {arXiv},
eprint = {2310.06675},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10310,
author = {Manon Reusens and
Philipp Borchert and
Margot Mieskes and
Jochen De Weerdt and
Bart Baesens},
title = {Investigating Bias in Multilingual Language Models: Cross-Lingual
Transfer of Debiasing Techniques},
journal = {CoRR},
volume = {abs/2310.10310},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10310},
doi = {10.48550/ARXIV.2310.10310},
eprinttype = {arXiv},
eprint = {2310.10310},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HoppnerBVV22,
author = {Sebastiaan H{\"{o}}ppner and
Bart Baesens and
Wouter Verbeke and
Tim Verdonck},
title = {Instance-dependent cost-sensitive learning for detecting transfer
fraud},
journal = {Eur. J. Oper. Res.},
volume = {297},
number = {1},
pages = {291--300},
year = {2022},
url = {https://doi.org/10.1016/j.ejor.2021.05.028},
doi = {10.1016/J.EJOR.2021.05.028},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/HoppnerBVV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/VanderschuerenV22,
author = {Toon Vanderschueren and
Tim Verdonck and
Bart Baesens and
Wouter Verbeke},
title = {Predict-then-optimize or predict-and-optimize? An empirical evaluation
of cost-sensitive learning strategies},
journal = {Inf. Sci.},
volume = {594},
pages = {400--415},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.02.021},
doi = {10.1016/J.INS.2022.02.021},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/VanderschuerenV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/HielNVMBW22,
author = {Simon Hiel and
Lore Nicolaers and
Carlos Ortega V{\'{a}}zquez and
Sandra Mitrovic and
Bart Baesens and
Jochen De Weerdt},
title = {Evaluation of Joint Modeling Techniques for Node Embedding and Community
Detection on Graphs},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2022, Istanbul, Turkey, November 10-13,
2022},
pages = {403--410},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ASONAM55673.2022.10068594},
doi = {10.1109/ASONAM55673.2022.10068594},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/HielNVMBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/VanderschuerenV22,
author = {Toon Vanderschueren and
Wouter Verbeke and
Bart Baesens and
Tim Verdonck},
title = {Instance-dependent cost-sensitive learning: do we really need it?},
booktitle = {55th Hawaii International Conference on System Sciences, {HICSS} 2022,
Virtual Event / Maui, Hawaii, USA, January 4-7, 2022},
pages = {1--9},
publisher = {ScholarSpace},
year = {2022},
url = {http://hdl.handle.net/10125/79523},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/VanderschuerenV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/VerdonckVOB22,
author = {Tim Verdonck and
Wouter Verbeke and
Maria {\'{O}}skarsd{\'{o}}ttir and
Bart Baesens},
title = {Introduction to the Minitrack on Fraud Detection Using Machine Learning},
booktitle = {55th Hawaii International Conference on System Sciences, {HICSS} 2022,
Virtual Event / Maui, Hawaii, USA, January 4-7, 2022},
pages = {1--2},
publisher = {ScholarSpace},
year = {2022},
url = {http://hdl.handle.net/10125/79524},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hicss/VerdonckVOB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rcis/TiukhovaRBS22,
author = {Elena Tiukhova and
Manon Reusens and
Bart Baesens and
Monique Snoeck},
editor = {Renata S. S. Guizzardi and
Jolita Ralyt{\'{e}} and
Xavier Franch},
title = {Benchmarking Conventional Outlier Detection Methods},
booktitle = {Research Challenges in Information Science - 16th International Conference,
{RCIS} 2022, Barcelona, Spain, May 17-20, 2022, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {446},
pages = {597--613},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05760-1\_35},
doi = {10.1007/978-3-031-05760-1\_35},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rcis/TiukhovaRBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04369,
author = {Toon Vanderschueren and
Bart Baesens and
Tim Verdonck and
Wouter Verbeke},
title = {A new perspective on classification: optimally allocating limited
resources to uncertain tasks},
journal = {CoRR},
volume = {abs/2202.04369},
year = {2022},
url = {https://arxiv.org/abs/2202.04369},
eprinttype = {arXiv},
eprint = {2202.04369},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01562,
author = {Toon Vanderschueren and
Robert N. Boute and
Tim Verdonck and
Bart Baesens and
Wouter Verbeke},
title = {Prescriptive maintenance with causal machine learning},
journal = {CoRR},
volume = {abs/2206.01562},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01562},
doi = {10.48550/ARXIV.2206.01562},
eprinttype = {arXiv},
eprint = {2206.01562},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-09664,
author = {Elena Tiukhova and
Emiliano Penaloza and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Hern{\'{a}}n Garc{\'{\i}}a and
Alejandro Correa Bahnsen and
Bart Baesens and
Monique Snoeck and
Cristi{\'{a}}n Bravo},
title = {Influencer Detection with Dynamic Graph Neural Networks},
journal = {CoRR},
volume = {abs/2211.09664},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.09664},
doi = {10.48550/ARXIV.2211.09664},
eprinttype = {arXiv},
eprint = {2211.09664},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-09664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/VerbovenBWBV21,
author = {Sam Verboven and
Jeroen Berrevoets and
Chris Wuytens and
Bart Baesens and
Wouter Verbeke},
title = {Autoencoders for strategic decision support},
journal = {Decis. Support Syst.},
volume = {150},
pages = {113422},
year = {2021},
url = {https://doi.org/10.1016/j.dss.2020.113422},
doi = {10.1016/J.DSS.2020.113422},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/VerbovenBWBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/BaesensHV21,
author = {Bart Baesens and
Sebastiaan H{\"{o}}ppner and
Tim Verdonck},
title = {Data engineering for fraud detection},
journal = {Decis. Support Syst.},
volume = {150},
pages = {113492},
year = {2021},
url = {https://doi.org/10.1016/j.dss.2021.113492},
doi = {10.1016/J.DSS.2021.113492},
timestamp = {Wed, 27 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/BaesensHV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/GunnarssonBBOL21,
author = {Bj{\"{o}}rn Rafn Gunnarsson and
Seppe vanden Broucke and
Bart Baesens and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Wilfried Lemahieu},
title = {Deep learning for credit scoring: Do or don't?},
journal = {Eur. J. Oper. Res.},
volume = {295},
number = {1},
pages = {292--305},
year = {2021},
url = {https://doi.org/10.1016/j.ejor.2021.03.006},
doi = {10.1016/J.EJOR.2021.03.006},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/GunnarssonBBOL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/MitrovicBLW21,
author = {Sandra Mitrovic and
Bart Baesens and
Wilfried Lemahieu and
Jochen De Weerdt},
title = {tcc2vec: RFM-informed representation learning on call graphs for churn
prediction},
journal = {Inf. Sci.},
volume = {557},
pages = {270--285},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2019.02.044},
doi = {10.1016/J.INS.2019.02.044},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/MitrovicBLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KoninckNBBSW21,
author = {Pieter De Koninck and
Klaas Nelissen and
Seppe vanden Broucke and
Bart Baesens and
Monique Snoeck and
Jochen De Weerdt},
title = {Expert-driven trace clustering with instance-level constraints},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {5},
pages = {1197--1220},
year = {2021},
url = {https://doi.org/10.1007/s10115-021-01548-6},
doi = {10.1007/S10115-021-01548-6},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/KoninckNBBSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06703,
author = {Pieter De Koninck and
Klaas Nelissen and
Seppe vanden Broucke and
Bart Baesens and
Monique Snoeck and
Jochen De Weerdt},
title = {Expert-driven Trace Clustering with Instance-level Constraints},
journal = {CoRR},
volume = {abs/2110.06703},
year = {2021},
url = {https://arxiv.org/abs/2110.06703},
eprinttype = {arXiv},
eprint = {2110.06703},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HoppnerSBBV20,
author = {Sebastiaan H{\"{o}}ppner and
Eugen Stripling and
Bart Baesens and
Seppe vanden Broucke and
Tim Verdonck},
title = {Profit driven decision trees for churn prediction},
journal = {Eur. J. Oper. Res.},
volume = {284},
number = {3},
pages = {920--933},
year = {2020},
url = {https://doi.org/10.1016/j.ejor.2018.11.072},
doi = {10.1016/J.EJOR.2018.11.072},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/HoppnerSBBV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/Calzada-Infante20,
author = {Laura Calzada{-}Infante and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Bart Baesens},
title = {Evaluation of customer behavior with temporal centrality metrics for
churn prediction of prepaid contracts},
journal = {Expert Syst. Appl.},
volume = {160},
pages = {113553},
year = {2020},
url = {https://doi.org/10.1016/j.eswa.2020.113553},
doi = {10.1016/J.ESWA.2020.113553},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/Calzada-Infante20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06700,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Wouter Verbeke and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
title = {A Comparative Study of Social Network Classifiers for Predicting Churn
in the Telecommunication Industry},
journal = {CoRR},
volume = {abs/2001.06700},
year = {2020},
url = {https://arxiv.org/abs/2001.06700},
eprinttype = {arXiv},
eprint = {2001.06700},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-06701,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Wouter Verbeke and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
title = {Social Network Analytics for Churn Prediction in Telco: Model Building,
Evaluation and Network Architecture},
journal = {CoRR},
volume = {abs/2001.06701},
year = {2020},
url = {https://arxiv.org/abs/2001.06701},
eprinttype = {arXiv},
eprint = {2001.06701},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-06701.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10994,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
title = {Credit Scoring for Good: Enhancing Financial Inclusion with Smartphone-Based
Microlending},
journal = {CoRR},
volume = {abs/2001.10994},
year = {2020},
url = {https://arxiv.org/abs/2001.10994},
eprinttype = {arXiv},
eprint = {2001.10994},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-10994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00949,
author = {Tine Van Calster and
Filip Van den Bossche and
Bart Baesens and
Wilfried Lemahieu},
title = {Profit-oriented sales forecasting: a comparison of forecasting techniques
from a business perspective},
journal = {CoRR},
volume = {abs/2002.00949},
year = {2020},
url = {https://arxiv.org/abs/2002.00949},
eprinttype = {arXiv},
eprint = {2002.00949},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09931,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Carlos Sarraute and
Jan Vanthienen and
Bart Baesens},
title = {The Value of Big Data for Credit Scoring: Enhancing Financial Inclusion
using Mobile Phone Data and Social Network Analytics},
journal = {CoRR},
volume = {abs/2002.09931},
year = {2020},
url = {https://arxiv.org/abs/2002.09931},
eprinttype = {arXiv},
eprint = {2002.09931},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11915,
author = {Bart Baesens and
Sebastiaan H{\"{o}}ppner and
Irene Ortner and
Tim Verdonck},
title = {robROSE: {A} robust approach for dealing with imbalanced data in fraud
detection},
journal = {CoRR},
volume = {abs/2003.11915},
year = {2020},
url = {https://arxiv.org/abs/2003.11915},
eprinttype = {arXiv},
eprint = {2003.11915},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01075,
author = {Sam Verboven and
Jeroen Berrevoets and
Chris Wuytens and
Bart Baesens and
Wouter Verbeke},
title = {Autoencoders for strategic decision support},
journal = {CoRR},
volume = {abs/2005.01075},
year = {2020},
url = {https://arxiv.org/abs/2005.01075},
eprinttype = {arXiv},
eprint = {2005.01075},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08313,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Waqas Ahmed and
Katrien Antonio and
Bart Baesens and
R{\'{e}}mi Dendievel and
Tom Donas and
Tom Reynkens},
title = {Social network analytics for supervised fraud detection in insurance},
journal = {CoRR},
volume = {abs/2009.08313},
year = {2020},
url = {https://arxiv.org/abs/2009.08313},
eprinttype = {arXiv},
eprint = {2009.08313},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08313.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/OskarsdottirBSV19,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Carlos Sarraute and
Jan Vanthienen and
Bart Baesens},
title = {The value of big data for credit scoring: Enhancing financial inclusion
using mobile phone data and social network analytics},
journal = {Appl. Soft Comput.},
volume = {74},
pages = {26--39},
year = {2019},
url = {https://doi.org/10.1016/j.asoc.2018.10.004},
doi = {10.1016/J.ASOC.2018.10.004},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/OskarsdottirBSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/Baesens19,
author = {Bart Baesens},
title = {{BART:} BAckward Regression Trimming},
journal = {Big Data},
volume = {7},
number = {3},
pages = {207--213},
year = {2019},
url = {https://doi.org/10.1089/big.2019.0081},
doi = {10.1089/BIG.2019.0081},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/Baesens19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bise/LismontCOBBLV19,
author = {Jasmien Lismont and
Tine Van Calster and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Seppe vanden Broucke and
Bart Baesens and
Wilfried Lemahieu and
Jan Vanthienen},
title = {Closing the Gap Between Experts and Novices Using Analytics-as-a-Service:
An Experimental Study},
journal = {Bus. Inf. Syst. Eng.},
volume = {61},
number = {6},
pages = {679--693},
year = {2019},
url = {https://doi.org/10.1007/s12599-018-0539-z},
doi = {10.1007/S12599-018-0539-Z},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bise/LismontCOBBLV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/KozodoiLPGB19,
author = {Nikita Kozodoi and
Stefan Lessmann and
Konstantinos Papakonstantinou and
Yiannis Gatsoulis and
Bart Baesens},
title = {A multi-objective approach for profit-driven feature selection in
credit scoring},
journal = {Decis. Support Syst.},
volume = {120},
pages = {106--117},
year = {2019},
url = {https://doi.org/10.1016/j.dss.2019.03.011},
doi = {10.1016/J.DSS.2019.03.011},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/KozodoiLPGB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/OskarsdottirCDB19,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Sander Cornette and
Floris Deseure and
Bart Baesens},
editor = {Hocine Cherifi and
Sabrina Gaito and
Jos{\'{e}} Fernendo Mendes and
Esteban Moro and
Luis Mateus Rocha},
title = {Inductive Representation Learning on Feature Rich Complex Networks
for Churn Prediction in Telco},
booktitle = {Complex Networks and Their Applications {VIII} - Volume 1 Proceedings
of the Eighth International Conference on Complex Networks and Their
Applications {COMPLEX} {NETWORKS} 2019, Lisbon, Portugal, December
10-12, 2019},
series = {Studies in Computational Intelligence},
volume = {881},
pages = {845--853},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36687-2\_70},
doi = {10.1007/978-3-030-36687-2\_70},
timestamp = {Sun, 02 Oct 2022 15:57:51 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/OskarsdottirCDB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01726,
author = {Libo Li and
Stefan Lessmann and
Bart Baesens},
title = {Evaluating software defect prediction performance: an updated benchmarking
study},
journal = {CoRR},
volume = {abs/1901.01726},
year = {2019},
url = {http://arxiv.org/abs/1901.01726},
eprinttype = {arXiv},
eprint = {1901.01726},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/BaesensVB18,
author = {Bart Baesens and
Wouter Verbeke and
Cristi{\'{a}}n Bravo},
title = {Special Issue on Profit-Driven Analytics},
journal = {Big Data},
volume = {6},
number = {1},
pages = {1--2},
year = {2018},
url = {https://doi.org/10.1089/big.2018.29025.bba},
doi = {10.1089/BIG.2018.29025.BBA},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/BaesensVB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/OskarsdottirBV18,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Bart Baesens and
Jan Vanthienen},
title = {Profit-Based Model Selection for Customer Retention Using Individual
Customer Lifetime Values},
journal = {Big Data},
volume = {6},
number = {1},
pages = {53--65},
year = {2018},
url = {https://doi.org/10.1089/big.2018.0015},
doi = {10.1089/BIG.2018.0015},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/OskarsdottirBV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/LemahieuBB18,
author = {Wilfried Lemahieu and
Seppe vanden Broucke and
Bart Baesens},
title = {An Interview with Bart Baesens, One of the Authors of \emph{Principles
of Database Management}},
journal = {Big Data},
volume = {6},
number = {2},
pages = {69--71},
year = {2018},
url = {https://doi.org/10.1089/big.2018.0044},
doi = {10.1089/BIG.2018.0044},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bigdata/LemahieuBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/LismontCBGBLV18,
author = {Jasmien Lismont and
Eddy Cardinaels and
Liesbeth Bruynseels and
Sander De Groote and
Bart Baesens and
Wilfried Lemahieu and
Jan Vanthienen},
title = {Predicting tax avoidance by means of social network analytics},
journal = {Decis. Support Syst.},
volume = {108},
pages = {13--24},
year = {2018},
url = {https://doi.org/10.1016/j.dss.2018.02.001},
doi = {10.1016/J.DSS.2018.02.001},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/LismontCBGBLV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/StriplingBCB18,
author = {Eugen Stripling and
Bart Baesens and
Barak Chizi and
Seppe vanden Broucke},
title = {Isolation-based conditional anomaly detection on mixed-attribute data
to uncover workers' compensation fraud},
journal = {Decis. Support Syst.},
volume = {111},
pages = {13--26},
year = {2018},
url = {https://doi.org/10.1016/j.dss.2018.04.001},
doi = {10.1016/J.DSS.2018.04.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/StriplingBCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/MitrovicBLW18,
author = {Sandra Mitrovic and
Bart Baesens and
Wilfried Lemahieu and
Jochen De Weerdt},
title = {On the operational efficiency of different feature types for telco
Churn prediction},
journal = {Eur. J. Oper. Res.},
volume = {267},
number = {3},
pages = {1141--1155},
year = {2018},
url = {https://doi.org/10.1016/j.ejor.2017.12.015},
doi = {10.1016/J.EJOR.2017.12.015},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/MitrovicBLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LismontRVLB18,
author = {Jasmien Lismont and
Sudha Ram and
Jan Vanthienen and
Wilfried Lemahieu and
Bart Baesens},
title = {Predicting interpurchase time in a retail environment using customer-product
networks: An empirical study and evaluation},
journal = {Expert Syst. Appl.},
volume = {104},
pages = {22--32},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2018.03.016},
doi = {10.1016/J.ESWA.2018.03.016},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LismontRVLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/OskarsdottirCBL18,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Tine Van Calster and
Bart Baesens and
Wilfried Lemahieu and
Jan Vanthienen},
title = {Time series for early churn detection: Using similarity based classification
for dynamic networks},
journal = {Expert Syst. Appl.},
volume = {106},
pages = {55--65},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2018.04.003},
doi = {10.1016/J.ESWA.2018.04.003},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/OskarsdottirCBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/0005BBB18,
author = {Bing Zhu and
Bart Baesens and
Aim{\'{e}}e Backiel and
Seppe K. L. M. vanden Broucke},
title = {Benchmarking sampling techniques for imbalance learning in churn prediction},
journal = {J. Oper. Res. Soc.},
volume = {69},
number = {1},
pages = {49--65},
year = {2018},
url = {https://doi.org/10.1057/s41274-016-0176-1},
doi = {10.1057/S41274-016-0176-1},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/0005BBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ReusensLBS18,
author = {Michael Reusens and
Wilfried Lemahieu and
Bart Baesens and
Luc Sels},
title = {Evaluating recommendation and search in the labor market},
journal = {Knowl. Based Syst.},
volume = {152},
pages = {62--69},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2018.04.007},
doi = {10.1016/J.KNOSYS.2018.04.007},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/ReusensLBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/StriplingBABS18,
author = {Eugen Stripling and
Seppe vanden Broucke and
Katrien Antonio and
Bart Baesens and
Monique Snoeck},
title = {Profit maximizing logistic model for customer churn prediction using
genetic algorithms},
journal = {Swarm Evol. Comput.},
volume = {40},
pages = {116--130},
year = {2018},
url = {https://doi.org/10.1016/j.swevo.2017.10.010},
doi = {10.1016/J.SWEVO.2017.10.010},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/swevo/StriplingBABS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/NelissenSBB18,
author = {Klaas Nelissen and
Monique Snoeck and
Seppe K. L. M. vanden Broucke and
Bart Baesens},
title = {Swipe and Tell: Using Implicit Feedback to Predict User Engagement
on Tablets},
journal = {{ACM} Trans. Inf. Syst.},
volume = {36},
number = {4},
pages = {35:1--35:36},
year = {2018},
url = {https://doi.org/10.1145/3185153},
doi = {10.1145/3185153},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/NelissenSBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/WinterDMBW18,
author = {Sam De Winter and
Tim Decuypere and
Sandra Mitrovic and
Bart Baesens and
Jochen De Weerdt},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {Combining Temporal Aspects of Dynamic Networks with Node2Vec for a
more Efficient Dynamic Link Prediction},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {1234--1241},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508272},
doi = {10.1109/ASONAM.2018.8508272},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/WinterDMBW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsw/DevosDSBBS18,
author = {Arnout Devos and
Jakob Dhondt and
Eugen Stripling and
Bart Baesens and
Seppe vanden Broucke and
Gaurav S. Sukhatme},
title = {Profit Maximizing Logistic Regression Modeling for Credit Scoring},
booktitle = {2018 {IEEE} Data Science Workshop, {DSW} 2018, Lausanne, Switzerland,
June 4-6, 2018},
pages = {125--129},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/DSW.2018.8439113},
doi = {10.1109/DSW.2018.8439113},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/dsw/DevosDSBBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/OskarsdottirBSB18,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
editor = {Jan Pries{-}Heje and
Sudha Ram and
Michael Rosemann},
title = {Credit Scoring for Good: Enhancing Financial Inclusion with Smartphone-Based
Microlending},
booktitle = {Proceedings of the International Conference on Information Systems
- Bridging the Internet of People, Data, and Things, {ICIS} 2018,
San Francisco, CA, USA, December 13-16, 2018},
publisher = {Association for Information Systems},
year = {2018},
url = {https://aisel.aisnet.org/icis2018/implement/Presentations/6},
timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icis/OskarsdottirBSB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/or/KozodoiLBP18,
author = {Nikita Kozodoi and
Stefan Lessmann and
Bart Baesens and
Konstantinos Papakonstantinou},
editor = {Bernard Fortz and
Martine Labb{\'{e}}},
title = {Profit-Oriented Feature Selection in Credit Scoring Applications},
booktitle = {Operations Research Proceedings 2018, Selected Papers of the Annual
International Conference of the German Operations Research Society
(GOR), Brussels, Belgium, September 12-14, 2018},
pages = {59--65},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-18500-8\_9},
doi = {10.1007/978-3-030-18500-8\_9},
timestamp = {Mon, 16 Sep 2019 13:45:40 +0200},
biburl = {https://dblp.org/rec/conf/or/KozodoiLBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/CalsterBL17,
author = {Tine Van Calster and
Bart Baesens and
Wilfried Lemahieu},
title = {ProfARIMA: {A} profit-driven order identification algorithm for {ARIMA}
models in sales forecasting},
journal = {Appl. Soft Comput.},
volume = {60},
pages = {775--785},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2017.02.011},
doi = {10.1016/J.ASOC.2017.02.011},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/CalsterBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/VerbekeMB17,
author = {Wouter Verbeke and
David Martens and
Bart Baesens},
title = {{RULEM:} {A} novel heuristic rule learning approach for ordinal classification
with monotonicity constraints},
journal = {Appl. Soft Comput.},
volume = {60},
pages = {858--873},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2017.01.042},
doi = {10.1016/J.ASOC.2017.01.042},
timestamp = {Thu, 14 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/VerbekeMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/LiGBS17,
author = {Libo Li and
Frank Goethals and
Bart Baesens and
Monique Snoeck},
title = {Predicting software revision outcomes on GitHub using structural holes
theory},
journal = {Comput. Networks},
volume = {114},
pages = {114--124},
year = {2017},
url = {https://doi.org/10.1016/j.comnet.2016.08.024},
doi = {10.1016/J.COMNET.2016.08.024},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/LiGBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/ReusensLBS17,
author = {Michael Reusens and
Wilfried Lemahieu and
Bart Baesens and
Luc Sels},
title = {A note on explicit versus implicit information for job recommendation},
journal = {Decis. Support Syst.},
volume = {98},
pages = {26--35},
year = {2017},
url = {https://doi.org/10.1016/j.dss.2017.04.002},
doi = {10.1016/J.DSS.2017.04.002},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/ReusensLBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/MendlingBBF17,
author = {Jan Mendling and
Bart Baesens and
Abraham Bernstein and
Michael Fellmann},
title = {Challenges of smart business process management: An introduction to
the special issue},
journal = {Decis. Support Syst.},
volume = {100},
pages = {1--5},
year = {2017},
url = {https://doi.org/10.1016/j.dss.2017.06.009},
doi = {10.1016/J.DSS.2017.06.009},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/MendlingBBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/OskarsdottirBVS17,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Wouter Verbeke and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
title = {Social network analytics for churn prediction in telco: Model building,
evaluation and network architecture},
journal = {Expert Syst. Appl.},
volume = {85},
pages = {204--220},
year = {2017},
url = {https://doi.org/10.1016/j.eswa.2017.05.028},
doi = {10.1016/J.ESWA.2017.05.028},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/OskarsdottirBVS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijinfoman/LismontVBL17,
author = {Jasmien Lismont and
Jan Vanthienen and
Bart Baesens and
Wilfried Lemahieu},
title = {Defining analytics maturity indicators: {A} survey approach},
journal = {Int. J. Inf. Manag.},
volume = {37},
number = {3},
pages = {114--124},
year = {2017},
url = {https://doi.org/10.1016/j.ijinfomgt.2016.12.003},
doi = {10.1016/J.IJINFOMGT.2016.12.003},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijinfoman/LismontVBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhuBB17,
author = {Bing Zhu and
Bart Baesens and
Seppe K. L. M. vanden Broucke},
title = {An empirical comparison of techniques for the class imbalance problem
in churn prediction},
journal = {Inf. Sci.},
volume = {408},
pages = {84--99},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2017.04.015},
doi = {10.1016/J.INS.2017.04.015},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhuBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/DirickCB17,
author = {Lore Dirick and
Gerda Claeskens and
Bart Baesens},
title = {Time to default in credit scoring using survival analysis: a benchmark
study},
journal = {J. Oper. Res. Soc.},
volume = {68},
number = {6},
pages = {652--665},
year = {2017},
url = {https://doi.org/10.1057/s41274-016-0128-9},
doi = {10.1057/S41274-016-0128-9},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jors/DirickCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/VlasselaerEASB17,
author = {V{\'{e}}ronique Van Vlasselaer and
Tina Eliassi{-}Rad and
Leman Akoglu and
Monique Snoeck and
Bart Baesens},
title = {GOTCHA! Network-Based Fraud Detection for Social Security Fraud},
journal = {Manag. Sci.},
volume = {63},
number = {9},
pages = {3090--3110},
year = {2017},
url = {https://doi.org/10.1287/mnsc.2016.2489},
doi = {10.1287/MNSC.2016.2489},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mansci/VlasselaerEASB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ZhuNXB17,
author = {Bing Zhu and
Yongge Niu and
Jin Xiao and
Bart Baesens},
title = {A new transferred feature selection algorithm for customer identification},
journal = {Neural Comput. Appl.},
volume = {28},
number = {9},
pages = {2593--2603},
year = {2017},
url = {https://doi.org/10.1007/s00521-016-2214-y},
doi = {10.1007/S00521-016-2214-Y},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/ZhuNXB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caise/KoninckNBBSW17,
author = {Pieter De Koninck and
Klaas Nelissen and
Bart Baesens and
Seppe vanden Broucke and
Monique Snoeck and
Jochen De Weerdt},
editor = {Eric Dubois and
Klaus Pohl},
title = {An Approach for Incorporating Expert Knowledge in Trace Clustering},
booktitle = {Advanced Information Systems Engineering - 29th International Conference,
CAiSE 2017, Essen, Germany, June 12-16, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10253},
pages = {561--576},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59536-8\_35},
doi = {10.1007/978-3-319-59536-8\_35},
timestamp = {Tue, 12 Sep 2023 07:57:22 +0200},
biburl = {https://dblp.org/rec/conf/caise/KoninckNBBSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/MitrovicSBLW17,
author = {Sandra Mitrovic and
Gaurav Singh and
Bart Baesens and
Wilfried Lemahieu and
Jochen De Weerdt},
title = {Scalable RFM-enriched Representation Learning for Churn Prediction},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {79--88},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.42},
doi = {10.1109/DSAA.2017.42},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/MitrovicSBLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iq/HaegemansRBLS17,
author = {Tom Haegemans and
Michael Reusens and
Bart Baesens and
Wilfried Lemahieu and
Monique Snoeck},
title = {Towards a Visual Approach to Aggregate Data Quality Measurements},
booktitle = {Proceedings of the 22nd International Conference on Information Quality,
{ICIQ} 2017, Little Rock, AR, USA, October 6-7, 2017},
year = {2017},
timestamp = {Mon, 31 May 2021 12:55:35 +0200},
biburl = {https://dblp.org/rec/conf/iq/HaegemansRBLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhuBBM17,
author = {Bing Zhu and
Seppe vanden Broucke and
Bart Baesens and
Sebasti{\'{a}}n Maldonado},
title = {Improving Resampling-based Ensemble in Churn Prediction},
booktitle = {First International Workshop on Learning with Imbalanced Domains:
Theory and Applications, LIDTA@PKDD/ECML 2017, 22 September 2017,
Skopje, Macedonia},
series = {Proceedings of Machine Learning Research},
volume = {74},
pages = {79--91},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v74/zhu17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuBBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MitrovicBLW17,
author = {Sandra Mitrovic and
Bart Baesens and
Wilfried Lemahieu and
Jochen De Weerdt},
editor = {Riccardo Guidotti and
Anna Monreale and
Dino Pedreschi and
Serge Abiteboul},
title = {Churn Prediction Using Dynamic RFM-Augmented Node2vec},
booktitle = {Personal Analytics and Privacy. An Individual and Collective Perspective
- First International Workshop, {PAP} 2017, Held in Conjunction with
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10708},
pages = {122--138},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71970-2\_11},
doi = {10.1007/978-3-319-71970-2\_11},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MitrovicBLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-08101,
author = {Sebastiaan H{\"{o}}ppner and
Eugen Stripling and
Bart Baesens and
Seppe vanden Broucke and
Tim Verdonck},
title = {Profit Driven Decision Trees for Churn Prediction},
journal = {CoRR},
volume = {abs/1712.08101},
year = {2017},
url = {http://arxiv.org/abs/1712.08101},
eprinttype = {arXiv},
eprint = {1712.08101},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-08101.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/ZhuBZVB16,
author = {Xinwei Zhu and
Seppe vanden Broucke and
Guobin Zhu and
Jan Vanthienen and
Bart Baesens},
title = {Enabling flexible location-aware business process modeling and execution},
journal = {Decis. Support Syst.},
volume = {83},
pages = {1--9},
year = {2016},
url = {https://doi.org/10.1016/j.dss.2015.12.003},
doi = {10.1016/J.DSS.2015.12.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/ZhuBZVB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/MogesVLB16,
author = {Helen{-}Tadesse Moges and
V{\'{e}}ronique Van Vlasselaer and
Wilfried Lemahieu and
Bart Baesens},
title = {Determining the use of data quality metadata {(DQM)} for decision
making purposes and its impact on decision outcomes - An exploratory
study},
journal = {Decis. Support Syst.},
volume = {83},
pages = {32--46},
year = {2016},
url = {https://doi.org/10.1016/j.dss.2015.12.006},
doi = {10.1016/J.DSS.2015.12.006},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/MogesVLB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itm/BrouckeCLVB16,
author = {Seppe K. L. M. vanden Broucke and
Filip Caron and
Jasmien Lismont and
Jan Vanthienen and
Bart Baesens},
title = {On the gap between reality and registration: a business event analysis
classification framework},
journal = {Inf. Technol. Manag.},
volume = {17},
number = {4},
pages = {393--410},
year = {2016},
url = {https://doi.org/10.1007/s10799-016-0262-8},
doi = {10.1007/S10799-016-0262-8},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/itm/BrouckeCLVB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/BackielBC16,
author = {Aim{\'{e}}e Backiel and
Bart Baesens and
Gerda Claeskens},
title = {Predicting time-to-churn of prepaid mobile telephone customers using
social network analysis},
journal = {J. Oper. Res. Soc.},
volume = {67},
number = {9},
year = {2016},
url = {https://doi.org/10.1057/jors.2016.8},
doi = {10.1057/JORS.2016.8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jors/BackielBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/misq/BaesensBMVZ16,
author = {Bart Baesens and
Ravi Bapna and
James R. Marsden and
Jan Vanthienen and
J. Leon Zhao},
title = {Transformational Issues of Big Data and Analytics in Networked Business},
journal = {{MIS} Q.},
volume = {40},
number = {4},
pages = {807--818},
year = {2016},
url = {https://doi.org/10.25300/misq/2016/40:4.03},
doi = {10.25300/MISQ/2016/40:4.03},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/misq/BaesensBMVZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/OskarsdottirBVS16,
author = {Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Cristi{\'{a}}n Bravo and
Wouter Verbeke and
Carlos Sarraute and
Bart Baesens and
Jan Vanthienen},
editor = {Ravi Kumar and
James Caverlee and
Hanghang Tong},
title = {A comparative study of social network classifiers for predicting churn
in the telecommunication industry},
booktitle = {2016 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2016, San Francisco, CA, USA, August
18-21, 2016},
pages = {1151--1158},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ASONAM.2016.7752384},
doi = {10.1109/ASONAM.2016.7752384},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/OskarsdottirBVS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/MaldonadoFVBW15,
author = {Sebasti{\'{a}}n Maldonado and
{\'{A}}lvaro Flores and
Thomas Verbraken and
Bart Baesens and
Richard Weber},
title = {Profit-based feature selection using support vector machines - General
framework and an application for customer retention},
journal = {Appl. Soft Comput.},
volume = {35},
pages = {740--748},
year = {2015},
url = {https://doi.org/10.1016/j.asoc.2015.05.058},
doi = {10.1016/J.ASOC.2015.05.058},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/MaldonadoFVBW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/MinnaertMBB15,
author = {Bart Minnaert and
David Martens and
Manu De Backer and
Bart Baesens},
title = {To tune or not to tune: rule evaluation for metaheuristic-based sequential
covering algorithms},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {1},
pages = {237--272},
year = {2015},
url = {https://doi.org/10.1007/s10618-013-0339-5},
doi = {10.1007/S10618-013-0339-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/MinnaertMBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/VlasselaerBCEAS15,
author = {V{\'{e}}ronique Van Vlasselaer and
Cristi{\'{a}}n Bravo and
Olivier Caelen and
Tina Eliassi{-}Rad and
Leman Akoglu and
Monique Snoeck and
Bart Baesens},
title = {{APATE:} {A} novel approach for automated credit card transaction
fraud detection using network-based extensions},
journal = {Decis. Support Syst.},
volume = {75},
pages = {38--48},
year = {2015},
url = {https://doi.org/10.1016/j.dss.2015.04.013},
doi = {10.1016/J.DSS.2015.04.013},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/VlasselaerBCEAS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/DirickCB15,
author = {Lore Dirick and
Gerda Claeskens and
Bart Baesens},
title = {An Akaike information criterion for multiple event mixture cure models},
journal = {Eur. J. Oper. Res.},
volume = {241},
number = {2},
pages = {449--457},
year = {2015},
url = {https://doi.org/10.1016/j.ejor.2014.08.038},
doi = {10.1016/J.EJOR.2014.08.038},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/DirickCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/LessmannBST15,
author = {Stefan Lessmann and
Bart Baesens and
Hsin{-}Vonn Seow and
Lyn C. Thomas},
title = {Benchmarking state-of-the-art classification algorithms for credit
scoring: An update of research},
journal = {Eur. J. Oper. Res.},
volume = {247},
number = {1},
pages = {124--136},
year = {2015},
url = {https://doi.org/10.1016/j.ejor.2015.05.030},
doi = {10.1016/J.EJOR.2015.05.030},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/LessmannBST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SeretMB15,
author = {Alex Seret and
Sebasti{\'{a}}n Maldonado and
Bart Baesens},
title = {Identifying next relevant variables for segmentation by using feature
selection approaches},
journal = {Expert Syst. Appl.},
volume = {42},
number = {15-16},
pages = {6255--6266},
year = {2015},
url = {https://doi.org/10.1016/j.eswa.2015.01.070},
doi = {10.1016/J.ESWA.2015.01.070},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/SeretMB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/SeretBB15,
author = {Alex Seret and
Andreea Bejinaru and
Bart Baesens},
title = {Domain knowledge based segmentation of online banking customers},
journal = {Intell. Data Anal.},
volume = {19},
number = {s1},
pages = {S163--S184},
year = {2015},
url = {https://doi.org/10.3233/IDA-150776},
doi = {10.3233/IDA-150776},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/SeretBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/MoeyersomsFDBM15,
author = {Julie Moeyersoms and
Enric Junqu{\'{e}} de Fortuny and
Karel Dejaeger and
Bart Baesens and
David Martens},
title = {Comprehensible software fault and effort prediction: {A} data mining
approach},
journal = {J. Syst. Softw.},
volume = {100},
pages = {80--90},
year = {2015},
url = {https://doi.org/10.1016/j.jss.2014.10.032},
doi = {10.1016/J.JSS.2014.10.032},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jss/MoeyersomsFDBM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/BackielVBC15,
author = {Aim{\'{e}}e Backiel and
Yannick Verbinnen and
Bart Baesens and
Gerda Claeskens},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {Combining Local and Social Network Classifiers to Improve Churn Prediction},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {651--658},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2808850},
doi = {10.1145/2808797.2808850},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/BackielVBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/VlasselaerEASB15,
author = {V{\'{e}}ronique Van Vlasselaer and
Tina Eliassi{-}Rad and
Leman Akoglu and
Monique Snoeck and
Bart Baesens},
editor = {Jian Pei and
Fabrizio Silvestri and
Jie Tang},
title = {{AFRAID:} Fraud Detection via Active Inference in Time-evolving Social
Networks},
booktitle = {Proceedings of the 2015 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining, {ASONAM} 2015, Paris, France,
August 25 - 28, 2015},
pages = {659--666},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2808797.2810058},
doi = {10.1145/2808797.2810058},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/VlasselaerEASB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csoc/PinheiroVBESE15,
author = {Carlos Andr{\'{e}} R. Pinheiro and
V{\'{e}}ronique Van Vlasselaer and
Bart Baesens and
Alexandre G. Evsukoff and
Moacyr A. H. B. da Silva and
Nelson F. F. Ebecken},
editor = {Radek Silhavy and
Roman Senkerik and
Zuzana Kom{\'{\i}}nkov{\'{a}} Oplatkov{\'{a}} and
Zdenka Prokopova and
Petr Silhavy},
title = {A Models Comparison to Estimate Commuting Trips Based on Mobile Phone
Data},
booktitle = {Software Engineering in Intelligent Systems - Proceedings of the 4th
Computer Science On-line Conference 2015 (CSOC2015), Vol 3: Software
Engineering in Intelligent Systems},
series = {Advances in Intelligent Systems and Computing},
volume = {349},
pages = {35--44},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18473-9\_4},
doi = {10.1007/978-3-319-18473-9\_4},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csoc/PinheiroVBESE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/StriplingBABS15,
author = {Eugen Stripling and
Seppe vanden Broucke and
Katrien Antonio and
Bart Baesens and
Monique Snoeck},
title = {Profit maximizing logistic regression modeling for customer churn
prediction},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344874},
doi = {10.1109/DSAA.2015.7344874},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/StriplingBABS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/VlasselaerAESB15,
author = {V{\'{e}}ronique Van Vlasselaer and
Leman Akoglu and
Tina Eliassi{-}Rad and
Monique Snoeck and
Bart Baesens},
editor = {Tung X. Bui and
Ralph H. Sprague Jr.},
title = {Guilt-by-Constellation: Fraud Detection by Suspicious Clique Memberships},
booktitle = {48th Hawaii International Conference on System Sciences, {HICSS} 2015,
Kauai, Hawaii, USA, January 5-8, 2015},
pages = {918--927},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/HICSS.2015.114},
doi = {10.1109/HICSS.2015.114},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/VlasselaerAESB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/VerbekeMB14,
author = {Wouter Verbeke and
David Martens and
Bart Baesens},
title = {Social network analysis for customer churn prediction},
journal = {Appl. Soft Comput.},
volume = {14},
pages = {431--446},
year = {2014},
url = {https://doi.org/10.1016/j.asoc.2013.09.017},
doi = {10.1016/J.ASOC.2013.09.017},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/VerbekeMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/SeretVB14,
author = {Alex Seret and
Thomas Verbraken and
Bart Baesens},
title = {A new knowledge-based constrained clustering approach: Theory and
application in direct marketing},
journal = {Appl. Soft Comput.},
volume = {24},
pages = {316--327},
year = {2014},
url = {https://doi.org/10.1016/j.asoc.2014.06.002},
doi = {10.1016/J.ASOC.2014.06.002},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/SeretVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/CaronVVLWB14,
author = {Filip Caron and
Jan Vanthienen and
Kris Vanhaecht and
Erik van Limbergen and
Jochen De Weerdt and
Bart Baesens},
title = {Monitoring care processes in the gynecologic oncology department},
journal = {Comput. Biol. Medicine},
volume = {44},
pages = {88--96},
year = {2014},
url = {https://doi.org/10.1016/j.compbiomed.2013.10.015},
doi = {10.1016/J.COMPBIOMED.2013.10.015},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/CaronVVLWB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/VerbrakenGVB14,
author = {Thomas Verbraken and
Frank Goethals and
Wouter Verbeke and
Bart Baesens},
title = {Predicting online channel acceptance with social network data},
journal = {Decis. Support Syst.},
volume = {63},
pages = {104--114},
year = {2014},
url = {https://doi.org/10.1016/j.dss.2013.08.011},
doi = {10.1016/J.DSS.2013.08.011},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/VerbrakenGVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/VerbrakenBWB14,
author = {Thomas Verbraken and
Cristi{\'{a}}n Bravo and
Richard Weber and
Bart Baesens},
title = {Development and application of consumer credit scoring models using
profit-based classification measures},
journal = {Eur. J. Oper. Res.},
volume = {238},
number = {2},
pages = {505--513},
year = {2014},
url = {https://doi.org/10.1016/j.ejor.2014.04.001},
doi = {10.1016/J.EJOR.2014.04.001},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/VerbrakenBWB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SeretBBV14,
author = {Alex Seret and
Seppe K. L. M. vanden Broucke and
Bart Baesens and
Jan Vanthienen},
title = {A dynamic understanding of customer behavior processes based on clustering
and sequence mining},
journal = {Expert Syst. Appl.},
volume = {41},
number = {10},
pages = {4648--4657},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2014.01.022},
doi = {10.1016/J.ESWA.2014.01.022},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/SeretBBV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/VerbrakenVB14,
author = {Thomas Verbraken and
Wouter Verbeke and
Bart Baesens},
title = {Profit optimizing customer churn prediction with Bayesian network
classifiers},
journal = {Intell. Data Anal.},
volume = {18},
number = {1},
pages = {3--24},
year = {2014},
url = {https://doi.org/10.3233/IDA-130625},
doi = {10.3233/IDA-130625},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/VerbrakenVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/MaZCZB14,
author = {Baojun Ma and
Huaping Zhang and
Guoqing Chen and
Yanping Zhao and
Bart Baesens},
title = {Investigating Associative Classification for Software Fault Prediction:
An Experimental Perspective},
journal = {Int. J. Softw. Eng. Knowl. Eng.},
volume = {24},
number = {1},
pages = {61--90},
year = {2014},
url = {https://doi.org/10.1142/S021819401450003X},
doi = {10.1142/S021819401450003X},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijseke/MaZCZB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jitr/CaronVB14,
author = {Filip Caron and
Jan Vanthienen and
Bart Baesens},
title = {Clinical Pathway Analytics},
journal = {J. Inf. Technol. Res.},
volume = {7},
number = {1},
pages = {12--26},
year = {2014},
url = {https://doi.org/10.4018/jitr.2014010102},
doi = {10.4018/JITR.2014010102},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jitr/CaronVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/TobbackMGB14,
author = {Ellen Tobback and
David Martens and
Tony Van Gestel and
Bart Baesens},
title = {Forecasting Loss Given Default models: impact of account characteristics
and the macroeconomic state},
journal = {J. Oper. Res. Soc.},
volume = {65},
number = {3},
pages = {376--392},
year = {2014},
url = {https://doi.org/10.1057/jors.2013.158},
doi = {10.1057/JORS.2013.158},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/TobbackMGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/BrouckeWVB14,
author = {Seppe K. L. M. vanden Broucke and
Jochen De Weerdt and
Jan Vanthienen and
Bart Baesens},
title = {Determining Process Model Precision and Generalization with Weighted
Artificial Negative Events},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {8},
pages = {1877--1889},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.130},
doi = {10.1109/TKDE.2013.130},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/BrouckeWVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/ZhuZBVB14,
author = {Xinwei Zhu and
Guobin Zhu and
Seppe K. L. M. vanden Broucke and
Jan Vanthienen and
Bart Baesens},
editor = {Fabiana Fournier and
Jan Mendling},
title = {Towards Location-Aware Process Modeling and Execution},
booktitle = {Business Process Management Workshops - {BPM} 2014 International Workshops,
Eindhoven, The Netherlands, September 7-8, 2014, Revised Papers},
series = {Lecture Notes in Business Information Processing},
volume = {202},
pages = {186--197},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-15895-2\_17},
doi = {10.1007/978-3-319-15895-2\_17},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bpm/ZhuZBVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/BrouckeVB14,
author = {Seppe K. L. M. vanden Broucke and
Jan Vanthienen and
Bart Baesens},
title = {Declarative process discovery with evolutionary computing},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {2412--2419},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900293},
doi = {10.1109/CEC.2014.6900293},
timestamp = {Thu, 16 Dec 2021 14:03:16 +0100},
biburl = {https://dblp.org/rec/conf/cec/BrouckeVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/BackielBC14,
author = {Aim{\'{e}}e Backiel and
Bart Baesens and
Gerda Claeskens},
editor = {Leszek Rutkowski and
Marcin Korytkowski and
Rafal Scherer and
Ryszard Tadeusiewicz and
Lotfi A. Zadeh and
Jacek M. Zurada},
title = {Mining Telecommunication Networks to Enhance Customer Lifetime Predictions},
booktitle = {Artificial Intelligence and Soft Computing - 13th International Conference,
{ICAISC} 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8468},
pages = {15--26},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07176-3\_2},
doi = {10.1007/978-3-319-07176-3\_2},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaisc/BackielBC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/otm/BrouckeMCBV14,
author = {Seppe K. L. M. vanden Broucke and
Jorge Munoz{-}Gama and
Josep Carmona and
Bart Baesens and
Jan Vanthienen},
editor = {Robert Meersman and
Herv{\'{e}} Panetto and
Tharam S. Dillon and
Michele Missikoff and
Lin Liu and
Oscar Pastor and
Alfredo Cuzzocrea and
Timos K. Sellis},
title = {Event-Based Real-Time Decomposed Conformance Analysis},
booktitle = {On the Move to Meaningful Internet Systems: {OTM} 2014 Conferences
- Confederated International Conferences: CoopIS, and {ODBASE} 2014,
Amantea, Italy, October 27-31, 2014, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8841},
pages = {345--363},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-45563-0\_20},
doi = {10.1007/978-3-662-45563-0\_20},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/otm/BrouckeMCBV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cii/WeerdtSVB13,
author = {Jochen De Weerdt and
Annelies Schupp and
An Vanderloock and
Bart Baesens},
title = {Process Mining for the multi-faceted analysis of business processes
- {A} case study in a financial services organization},
journal = {Comput. Ind.},
volume = {64},
number = {1},
pages = {57--67},
year = {2013},
url = {https://doi.org/10.1016/j.compind.2012.09.010},
doi = {10.1016/J.COMPIND.2012.09.010},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cii/WeerdtSVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cii/CaronVB13,
author = {Filip Caron and
Jan Vanthienen and
Bart Baesens},
title = {A comprehensive investigation of the applicability of process mining
techniques for enterprise risk management},
journal = {Comput. Ind.},
volume = {64},
number = {4},
pages = {464--475},
year = {2013},
url = {https://doi.org/10.1016/j.compind.2013.02.001},
doi = {10.1016/J.COMPIND.2013.02.001},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cii/CaronVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/CaronVB13,
author = {Filip Caron and
Jan Vanthienen and
Bart Baesens},
title = {Comprehensive rule-based compliance checking and risk management with
process mining},
journal = {Decis. Support Syst.},
volume = {54},
number = {3},
pages = {1357--1369},
year = {2013},
url = {https://doi.org/10.1016/j.dss.2012.12.012},
doi = {10.1016/J.DSS.2012.12.012},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/CaronVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iam/MogesDLB13,
author = {Helen{-}Tadesse Moges and
Karel Dejaeger and
Wilfried Lemahieu and
Bart Baesens},
title = {A multidimensional analysis of data quality for credit risk management:
New insights and challenges},
journal = {Inf. Manag.},
volume = {50},
number = {1},
pages = {43--58},
year = {2013},
url = {https://doi.org/10.1016/j.im.2012.10.001},
doi = {10.1016/J.IM.2012.10.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iam/MogesDLB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/VerbrakenVB13,
author = {Thomas Verbraken and
Wouter Verbeke and
Bart Baesens},
title = {A Novel Profit Maximizing Metric for Measuring Classification Performance
of Customer Churn Prediction Models},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {5},
pages = {961--973},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.50},
doi = {10.1109/TKDE.2012.50},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/VerbrakenVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WeerdtBVB13,
author = {Jochen De Weerdt and
Seppe K. L. M. vanden Broucke and
Jan Vanthienen and
Bart Baesens},
title = {Active Trace Clustering for Improved Process Discovery},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {12},
pages = {2708--2720},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2013.64},
doi = {10.1109/TKDE.2013.64},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WeerdtBVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/DejaegerVB13,
author = {Karel Dejaeger and
Thomas Verbraken and
Bart Baesens},
title = {Toward Comprehensible Software Fault Prediction Models Using Bayesian
Network Classifiers},
journal = {{IEEE} Trans. Software Eng.},
volume = {39},
number = {2},
pages = {237--257},
year = {2013},
url = {https://doi.org/10.1109/TSE.2012.20},
doi = {10.1109/TSE.2012.20},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/DejaegerVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/VlasselaerMDB13,
author = {V{\'{e}}ronique Van Vlasselaer and
Jan Meskens and
Dries Van Dromme and
Bart Baesens},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Using social network knowledge for detecting spider constructions
in social security fraud},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {813--820},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2500292},
doi = {10.1145/2492517.2500292},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/VlasselaerMDB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/BrouckeDFRVB13,
author = {Seppe K. L. M. vanden Broucke and
C{\'{e}}dric Delvaux and
Jo{\~{a}}o Freitas and
Taisiia Rogova and
Jan Vanthienen and
Bart Baesens},
editor = {Niels Lohmann and
Minseok Song and
Petia Wohed},
title = {Uncovering the Relationship Between Event Log Characteristics and
Process Discovery Techniques},
booktitle = {Business Process Management Workshops - {BPM} 2013 International Workshops,
Beijing, China, August 26, 2013, Revised Papers},
series = {Lecture Notes in Business Information Processing},
volume = {171},
pages = {41--53},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-06257-0\_4},
doi = {10.1007/978-3-319-06257-0\_4},
timestamp = {Sat, 30 Sep 2023 09:35:40 +0200},
biburl = {https://dblp.org/rec/conf/bpm/BrouckeDFRVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/BrouckeCVB13,
author = {Seppe K. L. M. vanden Broucke and
Filip Caron and
Jan Vanthienen and
Bart Baesens},
editor = {Niels Lohmann and
Minseok Song and
Petia Wohed},
title = {Validating and Enhancing Declarative Business Process Models Based
on Allowed and Non-occurring Past Behavior},
booktitle = {Business Process Management Workshops - {BPM} 2013 International Workshops,
Beijing, China, August 26, 2013, Revised Papers},
series = {Lecture Notes in Business Information Processing},
volume = {171},
pages = {212--223},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-06257-0\_17},
doi = {10.1007/978-3-319-06257-0\_17},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bpm/BrouckeCVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/BrouckeVB13,
author = {Seppe vanden Broucke and
Jan Vanthienen and
Bart Baesens},
editor = {Boudewijn F. van Dongen and
Barbara Weber and
Diogo R. Ferreira and
Jochen De Weerdt},
title = {Volvo {IT} Belgium {VINST}},
booktitle = {Proceedings of the 3rd Business Process Intelligence Challenge co-located
with 9th International Business Process Intelligence Workshop {(BPI}
2013), Beijing, China, August 26, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1052},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1052/paper3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:55 +0100},
biburl = {https://dblp.org/rec/conf/bpm/BrouckeVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/SeretBBV13,
author = {Alex Seret and
Seppe K. L. M. vanden Broucke and
Bart Baesens and
Jan Vanthienen},
editor = {Niels Lohmann and
Minseok Song and
Petia Wohed},
title = {An Exploratory Approach for Understanding Customer Behavior Processes
Based on Clustering and Sequence Mining},
booktitle = {Business Process Management Workshops - {BPM} 2013 International Workshops,
Beijing, China, August 26, 2013, Revised Papers},
series = {Lecture Notes in Business Information Processing},
volume = {171},
pages = {237--248},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-06257-0\_19},
doi = {10.1007/978-3-319-06257-0\_19},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bpm/SeretBBV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/BrouckeWVB13,
author = {Seppe K. L. M. vanden Broucke and
Jochen De Weerdt and
Jan Vanthienen and
Bart Baesens},
title = {A comprehensive benchmarking framework (CoBeFra) for conformance analysis
between procedural process models and event logs in ProM},
booktitle = {{IEEE} Symposium on Computational Intelligence and Data Mining, {CIDM}
2013, Singapore, 16-19 April, 2013},
pages = {254--261},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIDM.2013.6597244},
doi = {10.1109/CIDM.2013.6597244},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/BrouckeWVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edoc/CaronVB13,
author = {Filip Caron and
Jan Vanthienen and
Bart Baesens},
editor = {Ebrahim Bagheri and
Dragan Gasevic and
Sylvain Hall{\'{e}} and
Marek Hatala and
Hamid R. Motahari Nezhad and
Manfred Reichert},
title = {Business Rule Patterns and Their Application to Process Analytics},
booktitle = {17th {IEEE} International Enterprise Distributed Object Computing
Conference Workshops, {EDOC} Workshops, Vancouver, BC, Canada, September
9-13, 2013},
pages = {13--20},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/EDOCW.2013.9},
doi = {10.1109/EDOCW.2013.9},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edoc/CaronVB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/LiGGB13,
author = {Libo Li and
Frank Goethals and
Antonio Giangreco and
Bart Baesens},
editor = {Richard L. Baskerville and
Michael Chau},
title = {Using social network data to predict technology acceptance},
booktitle = {Proceedings of the International Conference on Information Systems,
{ICIS} 2013, Milano, Italy, December 15-18, 2013},
publisher = {Association for Information Systems},
year = {2013},
url = {http://aisel.aisnet.org/icis2013/proceedings/ResearchInProgress/52},
timestamp = {Wed, 30 Oct 2019 17:01:36 +0100},
biburl = {https://dblp.org/rec/conf/icis/LiGGB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/VerbekeDMHB12,
author = {Wouter Verbeke and
Karel Dejaeger and
David Martens and
Joon Hur and
Bart Baesens},
title = {New insights into churn prediction in the telecommunication sector:
{A} profit driven data mining approach},
journal = {Eur. J. Oper. Res.},
volume = {218},
number = {1},
pages = {211--229},
year = {2012},
url = {https://doi.org/10.1016/j.ejor.2011.09.031},
doi = {10.1016/J.EJOR.2011.09.031},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/VerbekeDMHB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/DejaegerGGMB12,
author = {Karel Dejaeger and
Frank Goethals and
Antonio Giangreco and
Lapo Mola and
Bart Baesens},
title = {Gaining insight into student satisfaction using comprehensible data
mining techniques},
journal = {Eur. J. Oper. Res.},
volume = {218},
number = {2},
pages = {548--562},
year = {2012},
url = {https://doi.org/10.1016/j.ejor.2011.11.022},
doi = {10.1016/J.EJOR.2011.11.022},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/DejaegerGGMB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/SeretVVB12,
author = {Alex Seret and
Thomas Verbraken and
S{\'{e}}bastien Versailles and
Bart Baesens},
title = {A new SOM-based method for profile generation: Theory and an application
in direct marketing},
journal = {Eur. J. Oper. Res.},
volume = {220},
number = {1},
pages = {199--209},
year = {2012},
url = {https://doi.org/10.1016/j.ejor.2012.01.044},
doi = {10.1016/J.EJOR.2012.01.044},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/SeretVVB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijiq/MogesDLB12,
author = {Helen{-}Tadesse Moges and
Karel Dejaeger and
Wilfried Lemahieu and
Bart Baesens},
title = {A total data quality management for credit risk: new insights and
challenges},
journal = {Int. J. Inf. Qual.},
volume = {3},
number = {1},
pages = {1--27},
year = {2012},
url = {https://doi.org/10.1504/IJIQ.2012.050036},
doi = {10.1504/IJIQ.2012.050036},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijiq/MogesDLB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/WeerdtBVB12,
author = {Jochen De Weerdt and
Manu De Backer and
Jan Vanthienen and
Bart Baesens},
title = {A multi-dimensional quality assessment of state-of-the-art process
discovery algorithms using real-life event logs},
journal = {Inf. Syst.},
volume = {37},
number = {7},
pages = {654--676},
year = {2012},
url = {https://doi.org/10.1016/j.is.2012.02.004},
doi = {10.1016/J.IS.2012.02.004},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/is/WeerdtBVB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/BaesensBCDILMRSSTWYZL12,
author = {Bart Baesens and
Pantelis Bouboulis and
Sergio Cruces and
Carlotta Domeniconi and
Shiro Ikeda and
Xuelong Li and
Patricia Melin and
Vadrevu Sree Hari Rao and
Bj{\"{o}}rn W. Schuller and
Yi Shen and
Huajin Tang and
Cong Wang and
Jian Yang and
Derong Zhao and
Derong Liu},
title = {Neural Networks and Learning Systems Come Together},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {23},
number = {1},
pages = {1--6},
year = {2012},
url = {https://doi.org/10.1109/TNNLS.2011.2180851},
doi = {10.1109/TNNLS.2011.2180851},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/BaesensBCDILMRSSTWYZL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/DejaegerVMB12,
author = {Karel Dejaeger and
Wouter Verbeke and
David Martens and
Bart Baesens},
title = {Data Mining Techniques for Software Effort Estimation: {A} Comparative
Study},
journal = {{IEEE} Trans. Software Eng.},
volume = {38},
number = {2},
pages = {375--397},
year = {2012},
url = {https://doi.org/10.1109/TSE.2011.55},
doi = {10.1109/TSE.2011.55},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/DejaegerVMB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/CaronBVB12,
author = {Filip Caron and
Seppe K. L. M. vanden Broucke and
Jan Vanthienen and
Bart Baesens},
title = {On the Distinction between Truthful, Invisible, False and Unobserved
Events An Event Existence Classification Framework and the Impact
on Business Process Analytics Related Research Areas},
booktitle = {18th Americas Conference on Information Systems, {AMCIS} 2012, Seattle,
Washington, USA, August 9-11, 2012},
publisher = {Association for Information Systems},
year = {2012},
url = {http://aisel.aisnet.org/amcis2012/proceedings/DecisionSupport/24},
timestamp = {Thu, 21 Jun 2018 07:22:09 +0200},
biburl = {https://dblp.org/rec/conf/amcis/CaronBVB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caise/BrouckeWBV12,
author = {Seppe K. L. M. vanden Broucke and
Jochen De Weerdt and
Bart Baesens and
Jan Vanthienen},
editor = {Jolita Ralyt{\'{e}} and
Xavier Franch and
Sjaak Brinkkemper and
Stanislaw Wrycza},
title = {Improved Artificial Negative Event Generation to Enhance Process Event
Logs},
booktitle = {Advanced Information Systems Engineering - 24th International Conference,
CAiSE 2012, Gdansk, Poland, June 25-29, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7328},
pages = {254--269},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31095-9\_17},
doi = {10.1007/978-3-642-31095-9\_17},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/caise/BrouckeWBV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/WeerdtBVB12,
author = {Jochen De Weerdt and
Seppe K. L. M. vanden Broucke and
Jan Vanthienen and
Bart Baesens},
title = {Leveraging process discovery with trace clustering and text mining
for intelligent analysis of incident management processes},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2012, Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CEC.2012.6256459},
doi = {10.1109/CEC.2012.6256459},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/WeerdtBVB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/is-mis/CaronVB12,
author = {Filip Caron and
Jan Vanthienen and
Bart Baesens},
editor = {Jorge Casillas and
Francisco Jos{\'{e}} Mart{\'{\i}}nez{-}L{\'{o}}pez and
Juan Manuel Corchado Rodr{\'{\i}}guez},
title = {Rule-Based Business Process Mining: Applications for Management},
booktitle = {Management Intelligent Systems - First International Symposium, IS-MiS
2012, Salamanca, Spain, July 11-13, 2012},
series = {Advances in Intelligent Systems and Computing},
volume = {171},
pages = {273--282},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30864-2\_26},
doi = {10.1007/978-3-642-30864-2\_26},
timestamp = {Tue, 07 Jul 2020 08:40:52 +0200},
biburl = {https://dblp.org/rec/conf/is-mis/CaronVB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WeerdtCVB12,
author = {Jochen De Weerdt and
Filip Caron and
Jan Vanthienen and
Bart Baesens},
editor = {Takashi Washio and
Jun Luo},
title = {Getting a Grasp on Clinical Pathway Data: An Approach Based on Process
Mining},
booktitle = {Emerging Trends in Knowledge Discovery and Data Mining - {PAKDD} 2012
International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur,
Malaysia, May 29 - June 1, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7769},
pages = {22--35},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-36778-6\_3},
doi = {10.1007/978-3-642-36778-6\_3},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/WeerdtCVB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/GoedertierWMVB11,
author = {Stijn Goedertier and
Jochen De Weerdt and
David Martens and
Jan Vanthienen and
Bart Baesens},
title = {Process discovery in event logs: An application in the telecom industry},
journal = {Appl. Soft Comput.},
volume = {11},
number = {2},
pages = {1697--1710},
year = {2011},
url = {https://doi.org/10.1016/j.asoc.2010.04.025},
doi = {10.1016/J.ASOC.2010.04.025},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/GoedertierWMVB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/HuysmansDMVB11,
author = {Johan Huysmans and
Karel Dejaeger and
Christophe Mues and
Jan Vanthienen and
Bart Baesens},
title = {An empirical evaluation of the comprehensibility of decision table,
tree and rule based predictive models},
journal = {Decis. Support Syst.},
volume = {51},
number = {1},
pages = {141--154},
year = {2011},
url = {https://doi.org/10.1016/j.dss.2010.12.003},
doi = {10.1016/J.DSS.2010.12.003},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/HuysmansDMVB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/MartensVVB11,
author = {David Martens and
Jan Vanthienen and
Wouter Verbeke and
Bart Baesens},
title = {Performance of classification models from a user perspective},
journal = {Decis. Support Syst.},
volume = {51},
number = {4},
pages = {782--793},
year = {2011},
url = {https://doi.org/10.1016/j.dss.2011.01.013},
doi = {10.1016/J.DSS.2011.01.013},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/MartensVVB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LimaMB11,
author = {Elen Lima and
Christophe Mues and
Bart Baesens},
title = {Monitoring and backtesting churn models},
journal = {Expert Syst. Appl.},
volume = {38},
number = {1},
pages = {975--982},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2010.07.091},
doi = {10.1016/J.ESWA.2010.07.091},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LimaMB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/VerbekeMMB11,
author = {Wouter Verbeke and
David Martens and
Christophe Mues and
Bart Baesens},
title = {Building comprehensible customer churn prediction models with advanced
rule induction techniques},
journal = {Expert Syst. Appl.},
volume = {38},
number = {3},
pages = {2354--2364},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2010.08.023},
doi = {10.1016/J.ESWA.2010.08.023},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/VerbekeMMB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MartensVWBSM11,
author = {David Martens and
Christine Vanhoutte and
Sophie De Winne and
Bart Baesens and
Luc Sels and
Christophe Mues},
title = {Identifying financially successful start-up profiles with data mining},
journal = {Expert Syst. Appl.},
volume = {38},
number = {5},
pages = {5794--5800},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2010.10.052},
doi = {10.1016/J.ESWA.2010.10.052},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MartensVWBSM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/SetionoBM11,
author = {Rudy Setiono and
Bart Baesens and
Christophe Mues},
title = {Rule Extraction from Minimal Neural Networks for Credit Card Screening},
journal = {Int. J. Neural Syst.},
volume = {21},
number = {4},
pages = {265--276},
year = {2011},
url = {https://doi.org/10.1142/S0129065711002821},
doi = {10.1142/S0129065711002821},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijns/SetionoBM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MartensBF11,
author = {David Martens and
Bart Baesens and
Tom Fawcett},
title = {Editorial survey: swarm intelligence for data mining},
journal = {Mach. Learn.},
volume = {82},
number = {1},
pages = {1--42},
year = {2011},
url = {https://doi.org/10.1007/s10994-010-5216-5},
doi = {10.1007/S10994-010-5216-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MartensBF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/BaesensMSZ11,
author = {Bart Baesens and
David Martens and
Rudy Setiono and
Jacek M. Zurada},
title = {Guest Editorial White Box Nonlinear Prediction Models},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {12},
pages = {2406--2408},
year = {2011},
url = {https://doi.org/10.1109/TNN.2011.2177735},
doi = {10.1109/TNN.2011.2177735},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/BaesensMSZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/CaronVWB11,
author = {Filip Caron and
Jan Vanthienen and
Jochen De Weerdt and
Bart Baesens},
editor = {Florian Daniel and
Kamel Barkaoui and
Schahram Dustdar},
title = {Advanced Care-Flow Mining and Analysis},
booktitle = {Business Process Management Workshops - {BPM} 2011 International Workshops,
Clermont-Ferrand, France, August 29, 2011, Revised Selected Papers,
Part {I}},
series = {Lecture Notes in Business Information Processing},
volume = {99},
pages = {167--168},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-28108-2\_18},
doi = {10.1007/978-3-642-28108-2\_18},
timestamp = {Sun, 02 Jun 2019 21:21:25 +0200},
biburl = {https://dblp.org/rec/conf/bpm/CaronVWB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidm/WeerdtBVB11,
author = {Jochen De Weerdt and
Manu De Backer and
Jan Vanthienen and
Bart Baesens},
title = {A robust F-measure for evaluating discovered process models},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Data Mining, {CIDM} 2011, part of the {IEEE} Symposium Series
on Computational Intelligence 2011, April 11-15, 2011, Paris, France},
pages = {148--155},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CIDM.2011.5949428},
doi = {10.1109/CIDM.2011.5949428},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/cidm/WeerdtBVB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iq/MogesDLB11,
author = {Helen{-}Tadesse Moges and
Karel Dejaeger and
Wilfried Lemahieu and
Bart Baesens},
editor = {Andy Koronios and
Jing Gao},
title = {Data quality for credit risk management},
booktitle = {Proceedings of the 16th International Conference on Information Quality,
{ICIQ} 2011, Adelaide, Australia, November 18-20, 2011},
publisher = {{MIT} Information Quality Program},
year = {2011},
timestamp = {Thu, 12 Mar 2020 11:30:44 +0100},
biburl = {https://dblp.org/rec/conf/iq/MogesDLB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/web/VerbrakenGVB11,
author = {Thomas Verbraken and
Frank Goethals and
Wouter Verbeke and
Bart Baesens},
editor = {Michael J. Shaw and
Dongsong Zhang and
Wei T. Yue},
title = {Using Social Network Classifiers for Predicting E-Commerce Adoption},
booktitle = {E-Life: Web-Enabled Convergence of Commerce, Work, and Social Life
- 10th Workshop on E-Business, {WEB} 2011, Shanghai, China, December
4, 2011, Revised Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {108},
pages = {9--21},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-29873-8\_2},
doi = {10.1007/978-3-642-29873-8\_2},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/web/VerbrakenGVB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GestelBM10,
author = {Tony Van Gestel and
Bart Baesens and
David Martens},
title = {From linear to non-linear kernel based classifiers for bankruptcy
prediction},
journal = {Neurocomputing},
volume = {73},
number = {16-18},
pages = {2955--2970},
year = {2010},
url = {https://doi.org/10.1016/j.neucom.2010.07.002},
doi = {10.1016/J.NEUCOM.2010.07.002},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GestelBM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/CastermansMGHB10,
author = {G. Castermans and
David Martens and
Tony Van Gestel and
Bart Hamers and
Bart Baesens},
title = {An overview and framework for {PD} backtesting and benchmarking},
journal = {J. Oper. Res. Soc.},
volume = {61},
number = {3},
pages = {359--373},
year = {2010},
url = {https://doi.org/10.1057/jors.2009.69},
doi = {10.1057/JORS.2009.69},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/CastermansMGHB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/MartensGBHVB10,
author = {David Martens and
Tony Van Gestel and
Manu De Backer and
Raf Haesen and
Jan Vanthienen and
Bart Baesens},
title = {Credit rating prediction using Ant Colony Optimization},
journal = {J. Oper. Res. Soc.},
volume = {61},
number = {4},
pages = {561--573},
year = {2010},
url = {https://doi.org/10.1057/jors.2008.164},
doi = {10.1057/JORS.2008.164},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/MartensGBHVB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/WeerdtBVB10,
author = {Jochen De Weerdt and
Manu De Backer and
Jan Vanthienen and
Bart Baesens},
editor = {Michael zur Muehlen and
Jianwen Su},
title = {A Critical Evaluation Study of Model-Log Metrics in Process Discovery},
booktitle = {Business Process Management Workshops - {BPM} 2010 International Workshops
and Education Track, Hoboken, NJ, USA, September 13-15, 2010, Revised
Selected Papers},
series = {Lecture Notes in Business Information Processing},
volume = {66},
pages = {158--169},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-20511-8\_14},
doi = {10.1007/978-3-642-20511-8\_14},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bpm/WeerdtBVB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SetionoDVMB10,
author = {Rudy Setiono and
Karel Dejaeger and
Wouter Verbeke and
David Martens and
Bart Baesens},
title = {Software Effort Prediction Using Regression Rule Extraction from Neural
Networks},
booktitle = {22nd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2010, Arras, France, 27-29 October 2010 - Volume 2},
pages = {45--52},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICTAI.2010.82},
doi = {10.1109/ICTAI.2010.82},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SetionoDVMB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iq/DejaegerHPB10,
author = {Karel Dejaeger and
Bart Hamers and
Jonas Poelmans and
Bart Baesens},
title = {A novel approach to the evaluation and improvement of data quality
in the financial sector},
booktitle = {Proceedings of the 15th International Conference on Information Quality,
{ICIQ} 2010, Little Rock, AR, USA, November 12-14, 2010},
publisher = {{MIT} Information Quality Program},
year = {2010},
timestamp = {Thu, 12 Mar 2020 11:30:44 +0100},
biburl = {https://dblp.org/rec/conf/iq/DejaegerHPB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/anis/MartensB10,
author = {David Martens and
Bart Baesens},
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {Building Acceptable Classification Models},
booktitle = {Data Mining - Special Issue in Annals of Information Systems},
series = {Annals of Information Systems},
volume = {8},
pages = {53--74},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-1280-0\_3},
doi = {10.1007/978-1-4419-1280-0\_3},
timestamp = {Fri, 09 Jun 2017 11:04:45 +0200},
biburl = {https://dblp.org/rec/series/anis/MartensB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/SetionoBM09,
author = {Rudy Setiono and
Bart Baesens and
Christophe Mues},
title = {A note on knowledge discovery using neural networks and its application
to credit card screening},
journal = {Eur. J. Oper. Res.},
volume = {192},
number = {1},
pages = {326--332},
year = {2009},
url = {https://doi.org/10.1016/j.ejor.2007.09.022},
doi = {10.1016/J.EJOR.2007.09.022},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/SetionoBM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/GladyBC09,
author = {Nicolas Glady and
Bart Baesens and
Christophe Croux},
title = {Modeling churn using customer lifetime value},
journal = {Eur. J. Oper. Res.},
volume = {197},
number = {1},
pages = {402--411},
year = {2009},
url = {https://doi.org/10.1016/j.ejor.2008.06.027},
doi = {10.1016/J.EJOR.2008.06.027},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/GladyBC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GladyBC09,
author = {Nicolas Glady and
Bart Baesens and
Christophe Croux},
title = {A modified Pareto/NBD approach for predicting customer lifetime value},
journal = {Expert Syst. Appl.},
volume = {36},
number = {2},
pages = {2062--2071},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2007.12.049},
doi = {10.1016/J.ESWA.2007.12.049},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/GladyBC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iam/CumpsMBHVDBS09,
author = {Bjorn Cumps and
David Martens and
Manu De Backer and
Raf Haesen and
Stijn Viaene and
Guido Dedene and
Bart Baesens and
Monique Snoeck},
title = {Inferring comprehensible business/ICT alignment rules},
journal = {Inf. Manag.},
volume = {46},
number = {2},
pages = {116--124},
year = {2009},
url = {https://doi.org/10.1016/j.im.2008.05.005},
doi = {10.1016/J.IM.2008.05.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iam/CumpsMBHVDBS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GoedertierMVB09,
author = {Stijn Goedertier and
David Martens and
Jan Vanthienen and
Bart Baesens},
title = {Robust Process Discovery with Artificial Negative Events},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1305--1340},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577113},
doi = {10.5555/1577069.1577113},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GoedertierMVB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/LimaMB09,
author = {Elen Lima and
Christophe Mues and
Bart Baesens},
title = {Domain knowledge integration in data mining using decision tables:
case studies in churn prediction},
journal = {J. Oper. Res. Soc.},
volume = {60},
number = {8},
pages = {1096--1106},
year = {2009},
url = {https://doi.org/10.1057/jors.2008.161},
doi = {10.1057/JORS.2008.161},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/LimaMB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/BaesensMMV09,
author = {Bart Baesens and
Christophe Mues and
David Martens and
Jan Vanthienen},
title = {50 years of data mining and {OR:} upcoming trends and challenges},
journal = {J. Oper. Res. Soc.},
volume = {60},
number = {{S1}},
year = {2009},
url = {https://doi.org/10.1057/jors.2008.171},
doi = {10.1057/JORS.2008.171},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/BaesensMMV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MartensBG09,
author = {David Martens and
Bart Baesens and
Tony Van Gestel},
title = {Decompositional Rule Extraction from Support Vector Machines by Active
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {2},
pages = {178--191},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2008.131},
doi = {10.1109/TKDE.2008.131},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MartensBG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csie/WessaB09,
author = {Patrick Wessa and
Bart Baesens},
editor = {Mark Burgin and
Masud H. Chowdhury and
Chan H. Ham and
Simone A. Ludwig and
Weilian Su and
Sumanth Yenduri},
title = {Fraud Detection in Statistics Education Based on the Compendium Platform
and Reproducible Computing},
booktitle = {{CSIE} 2009, 2009 {WRI} World Congress on Computer Science and Information
Engineering, March 31 - April 2, 2009, Los Angeles, California, USA,
7 Volumes},
pages = {50--54},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSIE.2009.710},
doi = {10.1109/CSIE.2009.710},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csie/WessaB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/VerbekeBMBH09,
author = {Wouter Verbeke and
Bart Baesens and
David Martens and
Manu De Backer and
Raf Haesen},
editor = {Petra Perner},
title = {Including Domain Knowledge in Customer Churn Prediction Using AntMiner+},
booktitle = {Advances in Data Mining in Marketing. 9th Industrial Conference, {ICDM}
2009, Leipzig, Germany, July 2009, {DMM} Workshop Proceedings},
pages = {10--21},
publisher = {ibai Publishing},
year = {2009},
timestamp = {Tue, 22 Feb 2022 10:32:20 +0100},
biburl = {https://dblp.org/rec/conf/incdm/VerbekeBMBH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/MartensBBWV08,
author = {David Martens and
Liesbeth Bruynseels and
Bart Baesens and
Marleen Willekens and
Jan Vanthienen},
title = {Predicting going concern opinion with data mining},
journal = {Decis. Support Syst.},
volume = {45},
number = {4},
pages = {765--777},
year = {2008},
url = {https://doi.org/10.1016/j.dss.2008.01.003},
doi = {10.1016/J.DSS.2008.01.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/MartensBBWV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/VandecruysMBMBH08,
author = {Olivier Vandecruys and
David Martens and
Bart Baesens and
Christophe Mues and
Manu De Backer and
Raf Haesen},
title = {Mining software repositories for comprehensible software fault prediction
models},
journal = {J. Syst. Softw.},
volume = {81},
number = {5},
pages = {823--839},
year = {2008},
url = {https://doi.org/10.1016/j.jss.2007.07.034},
doi = {10.1016/J.JSS.2007.07.034},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jss/VandecruysMBMBH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SetionoBM08,
author = {Rudy Setiono and
Bart Baesens and
Christophe Mues},
title = {Recursive Neural Network Rule Extraction for Data With Mixed Attributes},
journal = {{IEEE} Trans. Neural Networks},
volume = {19},
number = {2},
pages = {299--307},
year = {2008},
url = {https://doi.org/10.1109/TNN.2007.908641},
doi = {10.1109/TNN.2007.908641},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/SetionoBM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/LessmannBMP08,
author = {Stefan Lessmann and
Bart Baesens and
Christophe Mues and
Swantje Pietsch},
title = {Benchmarking Classification Models for Software Defect Prediction:
{A} Proposed Framework and Novel Findings},
journal = {{IEEE} Trans. Software Eng.},
volume = {34},
number = {4},
pages = {485--496},
year = {2008},
url = {https://doi.org/10.1109/TSE.2008.35},
doi = {10.1109/TSE.2008.35},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/LessmannBMP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/HuysmansSBV08,
author = {Johan Huysmans and
Rudy Setiono and
Bart Baesens and
Jan Vanthienen},
title = {Minerva: Sequential Covering for Rule Extraction},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {38},
number = {2},
pages = {299--309},
year = {2008},
url = {https://doi.org/10.1109/TSMCB.2007.912079},
doi = {10.1109/TSMCB.2007.912079},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/HuysmansSBV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/MartensHSVB08,
author = {David Martens and
Johan Huysmans and
Rudy Setiono and
Jan Vanthienen and
Bart Baesens},
editor = {Joachim Diederich},
title = {Rule Extraction from Support Vector Machines: An Overview of Issues
and Application in Credit Scoring},
booktitle = {Rule Extraction from Support Vector Machines},
series = {Studies in Computational Intelligence},
volume = {80},
pages = {33--63},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-75390-2\_2},
doi = {10.1007/978-3-540-75390-2\_2},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/MartensHSVB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/HuysmansBV08,
author = {Johan Huysmans and
Bart Baesens and
Jan Vanthienen},
editor = {Hsinchun Chen and
Christopher C. Yang},
title = {A Data Miner's Approach to Country Corruption Analysis},
booktitle = {Intelligence and Security Informatics, Techniques and Applications},
series = {Studies in Computational Intelligence},
volume = {135},
pages = {227--247},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69209-6\_13},
doi = {10.1007/978-3-540-69209-6\_13},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/HuysmansBV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/HuysmansBV07,
author = {Johan Huysmans and
Bart Baesens and
Jan Vanthienen},
title = {A new approach for measuring rule set consistency},
journal = {Data Knowl. Eng.},
volume = {63},
number = {1},
pages = {167--182},
year = {2007},
url = {https://doi.org/10.1016/j.datak.2007.01.001},
doi = {10.1016/J.DATAK.2007.01.001},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dke/HuysmansBV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/HoffmannBMGV07,
author = {Frank Hoffmann and
Bart Baesens and
Christophe Mues and
Tony Van Gestel and
Jan Vanthienen},
title = {Inferring descriptive and approximate fuzzy rules for credit scoring
using evolutionary algorithms},
journal = {Eur. J. Oper. Res.},
volume = {177},
number = {1},
pages = {540--555},
year = {2007},
url = {https://doi.org/10.1016/j.ejor.2005.09.044},
doi = {10.1016/J.EJOR.2005.09.044},
timestamp = {Fri, 10 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/HoffmannBMGV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/MartensBGV07,
author = {David Martens and
Bart Baesens and
Tony Van Gestel and
Jan Vanthienen},
title = {Comprehensible credit scoring models using rule extraction from support
vector machines},
journal = {Eur. J. Oper. Res.},
volume = {183},
number = {3},
pages = {1466--1476},
year = {2007},
url = {https://doi.org/10.1016/j.ejor.2006.04.051},
doi = {10.1016/J.EJOR.2006.04.051},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/MartensBGV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/MartensBHVSB07,
author = {David Martens and
Manu De Backer and
Raf Haesen and
Jan Vanthienen and
Monique Snoeck and
Bart Baesens},
title = {Classification With Ant Colony Optimization},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {11},
number = {5},
pages = {651--665},
year = {2007},
url = {https://doi.org/10.1109/TEVC.2006.890229},
doi = {10.1109/TEVC.2006.890229},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/MartensBHVSB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/GoedertierMBHV07,
author = {Stijn Goedertier and
David Martens and
Bart Baesens and
Raf Haesen and
Jan Vanthienen},
editor = {Arthur H. M. ter Hofstede and
Boualem Benatallah and
Hye{-}Young Paik},
title = {Process Mining as First-Order Classification Learning on Logs with
Negative Events},
booktitle = {Business Process Management Workshops, {BPM} 2007 International Workshops,
BPI, BPD, CBP, ProHealth, RefMod, semantics4ws, Brisbane, Australia,
September 24, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4928},
pages = {42--53},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-78238-4\_6},
doi = {10.1007/978-3-540-78238-4\_6},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/bpm/GoedertierMBHV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/GestelBDGSV06,
author = {Tony Van Gestel and
Bart Baesens and
Peter Van Dijcke and
Joao Garcia and
Johan A. K. Suykens and
Jan Vanthienen},
title = {A process model to develop an internal rating system: Sovereign credit
ratings},
journal = {Decis. Support Syst.},
volume = {42},
number = {2},
pages = {1131--1151},
year = {2006},
url = {https://doi.org/10.1016/j.dss.2005.10.001},
doi = {10.1016/J.DSS.2005.10.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/GestelBDGSV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/GestelBSPBW06,
author = {Tony Van Gestel and
Bart Baesens and
Johan A. K. Suykens and
Dirk Van den Poel and
Dirk{-}Emma Baestaens and
Marleen Willekens},
title = {Bayesian kernel based classification for financial distress detection},
journal = {Eur. J. Oper. Res.},
volume = {172},
number = {3},
pages = {979--1003},
year = {2006},
url = {https://doi.org/10.1016/j.ejor.2004.11.009},
doi = {10.1016/J.EJOR.2004.11.009},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/GestelBSPBW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BaesensMGV06,
author = {Bart Baesens and
Christophe Mues and
Tony Van Gestel and
Jan Vanthienen},
title = {Special issue on intelligent information systems for financial engineering},
journal = {Expert Syst. Appl.},
volume = {30},
number = {3},
pages = {413--414},
year = {2006},
url = {https://doi.org/10.1016/j.eswa.2005.10.001},
doi = {10.1016/J.ESWA.2005.10.001},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/BaesensMGV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HuysmansBVG06,
author = {Johan Huysmans and
Bart Baesens and
Jan Vanthienen and
Tony Van Gestel},
title = {Failure prediction with self organizing maps},
journal = {Expert Syst. Appl.},
volume = {30},
number = {3},
pages = {479--487},
year = {2006},
url = {https://doi.org/10.1016/j.eswa.2005.10.005},
doi = {10.1016/J.ESWA.2005.10.005},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/HuysmansBVG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/MartensBHBMV06,
author = {David Martens and
Manu De Backer and
Raf Haesen and
Bart Baesens and
Christophe Mues and
Jan Vanthienen},
editor = {Marco Dorigo and
Luca Maria Gambardella and
Mauro Birattari and
Alcherio Martinoli and
Riccardo Poli and
Thomas St{\"{u}}tzle},
title = {Ant-Based Approach to the Knowledge Fusion Problem},
booktitle = {Ant Colony Optimization and Swarm Intelligence, 5th International
Workshop, {ANTS} 2006, Brussels, Belgium, September 4-7, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4150},
pages = {84--95},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11839088\_8},
doi = {10.1007/11839088\_8},
timestamp = {Fri, 27 Dec 2019 21:29:39 +0100},
biburl = {https://dblp.org/rec/conf/antsw/MartensBHBMV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/HuysmansBV06,
author = {Johan Huysmans and
Bart Baesens and
Jan Vanthienen},
editor = {A Min Tjoa and
Juan Trujillo},
title = {{ITER:} An Algorithm for Predictive Regression Rule Extraction},
booktitle = {Data Warehousing and Knowledge Discovery, 8th International Conference,
DaWaK 2006, Krakow, Poland, September 4-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4081},
pages = {270--279},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11823728\_26},
doi = {10.1007/11823728\_26},
timestamp = {Wed, 09 Jun 2021 08:38:36 +0200},
biburl = {https://dblp.org/rec/conf/dawak/HuysmansBV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/SetionoMB06,
author = {Rudy Setiono and
Christophe Mues and
Bart Baesens},
title = {Risk Management and Regulatory Compliance: {A} Data Mining Framework
Based on Neural Network Rule Extraction},
booktitle = {Proceedings of the International Conference on Information Systems,
{ICIS} 2006, Milwaukee, Wisconsin, USA, December 10-13, 2006},
pages = {7},
publisher = {Association for Information Systems},
year = {2006},
url = {http://aisel.aisnet.org/icis2006/7},
timestamp = {Wed, 28 Dec 2011 16:08:44 +0100},
biburl = {https://dblp.org/rec/conf/icis/SetionoMB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wisi/HuysmansMBVG06,
author = {Johan Huysmans and
David Martens and
Bart Baesens and
Jan Vanthienen and
Tony Van Gestel},
editor = {Hsinchun Chen and
Fei{-}Yue Wang and
Christopher C. Yang and
Daniel Dajun Zeng and
Michael Chau and
Kuiyu Chang},
title = {Country Corruption Analysis with Self Organizing Maps and Support
Vector Machines},
booktitle = {Intelligence and Security Informatics, International Workshop, {WISI}
2006, Singapore, April 9, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3917},
pages = {103--114},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11734628\_13},
doi = {10.1007/11734628\_13},
timestamp = {Fri, 18 Oct 2019 12:58:35 +0200},
biburl = {https://dblp.org/rec/conf/wisi/HuysmansMBVG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/MartensBHBH06,
author = {David Martens and
Manu De Backer and
Raf Haesen and
Bart Baesens and
Tom Holvoet},
editor = {Ajith Abraham and
Crina Grosan and
Vitorino Ramos},
title = {Ants Constructing Rule-Based Classifiers},
booktitle = {Swarm Intelligence in Data Mining},
series = {Studies in Computational Intelligence},
volume = {34},
pages = {21--43},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-34956-3\_2},
doi = {10.1007/978-3-540-34956-3\_2},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sci/MartensBHBH06.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}
}
@article{DBLP:journals/ijis/SomolBPV05,
author = {Petr Somol and
Bart Baesens and
Pavel Pudil and
Jan Vanthienen},
title = {Filter- versus wrapper-based feature selection for credit scoring},
journal = {Int. J. Intell. Syst.},
volume = {20},
number = {10},
pages = {985--999},
year = {2005},
url = {https://doi.org/10.1002/int.20103},
doi = {10.1002/INT.20103},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/SomolBPV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/BaesensGSPV05,
author = {Bart Baesens and
Tony Van Gestel and
M. Stepanova and
Dirk Van den Poel and
Jan Vanthienen},
title = {Neural network survival analysis for personal loan data},
journal = {J. Oper. Res. Soc.},
volume = {56},
number = {9},
pages = {1089--1098},
year = {2005},
url = {https://doi.org/10.1057/palgrave.jors.2601990},
doi = {10.1057/PALGRAVE.JORS.2601990},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/BaesensGSPV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/BackerHMB05,
author = {Manu De Backer and
Raf Haesen and
David Martens and
Bart Baesens},
editor = {Shichao Zhang and
Ray Jarvis},
title = {A Stigmergy Based Approach to Data Mining},
booktitle = {{AI} 2005: Advances in Artificial Intelligence, 18th Australian Joint
Conference on Artificial Intelligence, Sydney, Australia, December
5-9, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3809},
pages = {975--978},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11589990\_123},
doi = {10.1007/11589990\_123},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/BackerHMB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/HuysmansBV05,
author = {Johan Huysmans and
Bart Baesens and
Jan Vanthienen},
editor = {Petra Perner and
Atsushi Imiya},
title = {A Comprehensible SOM-Based Scoring System},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {80--89},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_9},
doi = {10.1007/11510888\_9},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/HuysmansBV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wm/MuesBV05,
author = {Christophe Mues and
Bart Baesens and
Jan Vanthienen},
editor = {Klaus{-}Dieter Althoff and
Andreas Dengel and
Ralph Bergmann and
Markus Nick and
Thomas Roth{-}Berghofer},
title = {From Knowledge Discovery to Implementation: Developing Business Intelligence
Systems using Decision Tables},
booktitle = {{WM} 2005: Professional Knowledge Management - Experiences and Visions,
Contributions to the 3rd Conference Professional Knowledge Management
- Experiences and Visions, April 10-13, 2005, Kaiserslautern, Germany},
pages = {439--443},
publisher = {DFKI, Kaiserslautern},
year = {2005},
timestamp = {Fri, 13 Sep 2019 15:47:23 +0200},
biburl = {https://dblp.org/rec/conf/wm/MuesBV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wm/MuesBSV05,
author = {Christophe Mues and
Bart Baesens and
Rudy Setiono and
Jan Vanthienen},
editor = {Klaus{-}Dieter Althoff and
Andreas Dengel and
Ralph Bergmann and
Markus Nick and
Thomas Roth{-}Berghofer},
title = {From Knowledge Discovery to Implementation: {A} Business Intelligence
Approach Using Neural Network Rule Extraction and Decision Tables},
booktitle = {Professional Knowledge Management, Third Biennial Conference, {WM}
2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {3782},
pages = {483--495},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11590019\_55},
doi = {10.1007/11590019\_55},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wm/MuesBSV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BaesensVPEKV04,
author = {Bart Baesens and
Geert Verstraeten and
Dirk Van den Poel and
Michael Egmont{-}Petersen and
Patrick Van Kenhove and
Jan Vanthienen},
title = {Bayesian network classifiers for identifying the slope of the customer
lifecycle of long-life customers},
journal = {Eur. J. Oper. Res.},
volume = {156},
number = {2},
pages = {508--523},
year = {2004},
url = {https://doi.org/10.1016/S0377-2217(03)00043-2},
doi = {10.1016/S0377-2217(03)00043-2},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/BaesensVPEKV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/MuesBFV04,
author = {Christophe Mues and
Bart Baesens and
Craig M. Files and
Jan Vanthienen},
title = {Decision diagrams in machine learning: an empirical study on real-life
credit-risk data},
journal = {Expert Syst. Appl.},
volume = {27},
number = {2},
pages = {257--264},
year = {2004},
url = {https://doi.org/10.1016/j.eswa.2004.02.001},
doi = {10.1016/J.ESWA.2004.02.001},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/MuesBFV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GestelSBVVDMV04,
author = {Tony Van Gestel and
Johan A. K. Suykens and
Bart Baesens and
Stijn Viaene and
Jan Vanthienen and
Guido Dedene and
Bart De Moor and
Joos Vandewalle},
title = {Benchmarking Least Squares Support Vector Machine Classifiers},
journal = {Mach. Learn.},
volume = {54},
number = {1},
pages = {5--32},
year = {2004},
url = {https://doi.org/10.1023/B:MACH.0000008082.80494.e0},
doi = {10.1023/B:MACH.0000008082.80494.E0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GestelSBVVDMV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/diagrams/MuesBFV04,
author = {Christophe Mues and
Bart Baesens and
Craig M. Files and
Jan Vanthienen},
editor = {Alan F. Blackwell and
Kim Marriott and
Atsushi Shimojima},
title = {Decision Diagrams in Machine Learning: An Empirical Study on Real-Life
Credit-Risk Data},
booktitle = {Diagrammatic Representation and Inference, Third International Conference,
Diagrams 2004, Cambridge, UK, March 22-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2980},
pages = {395--397},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25931-2\_49},
doi = {10.1007/978-3-540-25931-2\_49},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/diagrams/MuesBFV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/MuesHVB04a,
author = {Christophe Mues and
Johan Huysmans and
Jan Vanthienen and
Bart Baesens},
editor = {Isabel Seruca and
Jos{\'{e}} Cordeiro and
Slimane Hammoudi and
Joaquim Filipe},
title = {Comprehensible Credit-Scoring Knowledge Visualization Using Decision
Tables and Diagrams},
booktitle = {Enterprise Information Systems VI, {[ICEIS} 2004, Porto, Portugal,
April 14-17, 2004, Revised Selected Papers]},
pages = {109--115},
publisher = {Kluwer / Springer},
year = {2004},
url = {https://doi.org/10.1007/1-4020-3675-2\_13},
doi = {10.1007/1-4020-3675-2\_13},
timestamp = {Tue, 16 Aug 2022 23:04:29 +0200},
biburl = {https://dblp.org/rec/conf/iceis/MuesHVB04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/MuesHVB04,
author = {Christophe Mues and
Johan Huysmans and
Jan Vanthienen and
Bart Baesens},
title = {Comprehensible Credit-Scoring Knowledge Visualization Using Decision
Tables and Diagrams},
booktitle = {{ICEIS} 2004, Proceedings of the 6th International Conference on Enterprise
Information Systems, Porto, Portugal, April 14-17, 2004},
pages = {226--232},
year = {2004},
timestamp = {Thu, 02 Feb 2017 12:56:49 +0100},
biburl = {https://dblp.org/rec/conf/iceis/MuesHVB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/HuysmansMVB04,
author = {Johan Huysmans and
Christophe Mues and
Jan Vanthienen and
Bart Baesens},
title = {Web Usage Mining with Time Constrained Association Rules},
booktitle = {{ICEIS} 2004, Proceedings of the 6th International Conference on Enterprise
Information Systems, Porto, Portugal, April 14-17, 2004},
pages = {343--348},
year = {2004},
timestamp = {Thu, 02 Feb 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iceis/HuysmansMVB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/BaesensGVSSV03,
author = {Bart Baesens and
Tony Van Gestel and
Stijn Viaene and
M. Stepanova and
Johan A. K. Suykens and
Jan Vanthienen},
title = {Benchmarking state-of-the-art classification algorithms for credit
scoring},
journal = {J. Oper. Res. Soc.},
volume = {54},
number = {6},
pages = {627--635},
year = {2003},
url = {https://doi.org/10.1057/palgrave.jors.2601545},
doi = {10.1057/PALGRAVE.JORS.2601545},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jors/BaesensGVSSV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/BaesensSMV03,
author = {Bart Baesens and
Rudy Setiono and
Christophe Mues and
Jan Vanthienen},
title = {Using Neural Network Rule Extraction and Decision Tables for Credit
- Risk Evaluation},
journal = {Manag. Sci.},
volume = {49},
number = {3},
pages = {312--329},
year = {2003},
url = {https://doi.org/10.1287/mnsc.49.3.312.12739},
doi = {10.1287/MNSC.49.3.312.12739},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mansci/BaesensSMV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/GestelBSEBVM03,
author = {Tony Van Gestel and
Bart Baesens and
Johan A. K. Suykens and
Marcelo Espinoza and
Dirk{-}Emma Baestaens and
Jan Vanthienen and
Bart De Moor},
title = {Bankruptcy prediction with least squares support vector machine classifiers},
booktitle = {2003 {IEEE} International Conference on Computational Intelligence
for Financial Engineering, CIFEr 2003, Hong Kong, March 20-23, 2003},
pages = {1--8},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/CIFER.2003.1196234},
doi = {10.1109/CIFER.2003.1196234},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cifer/GestelBSEBVM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/BaesensMBVS03,
author = {Bart Baesens and
Christophe Mues and
Manu De Backer and
Jan Vanthienen and
Rudy Setiono},
title = {Building Intelligent Credit Scoring Systems Using Decision Tables},
booktitle = {{ICEIS} 2003, Proceedings of the 5th International Conference on Enterprise
Information Systems, Angers, France, April 22-26, 2003},
pages = {19--25},
year = {2003},
timestamp = {Thu, 02 Feb 2017 12:57:29 +0100},
biburl = {https://dblp.org/rec/conf/iceis/BaesensMBVS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BaesensVPVD02,
author = {Bart Baesens and
Stijn Viaene and
Dirk Van den Poel and
Jan Vanthienen and
Guido Dedene},
title = {Bayesian neural network learning for repeat purchase modelling in
direct marketing},
journal = {Eur. J. Oper. Res.},
volume = {138},
number = {1},
pages = {191--211},
year = {2002},
url = {https://doi.org/10.1016/S0377-2217(01)00129-1},
doi = {10.1016/S0377-2217(01)00129-1},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/BaesensVPVD02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/HoffmannBMPV02,
author = {Frank Hoffmann and
Bart Baesens and
Jurgen Martens and
Ferdi Put and
Jan Vanthienen},
title = {Comparing a genetic fuzzy and a neurofuzzy classifier for credit scoring},
journal = {Int. J. Intell. Syst.},
volume = {17},
number = {11},
pages = {1067--1083},
year = {2002},
url = {https://doi.org/10.1002/int.10052},
doi = {10.1002/INT.10052},
timestamp = {Fri, 10 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/HoffmannBMPV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/ViaeneBDVP02,
author = {Stijn Viaene and
Bart Baesens and
Guido Dedene and
Jan Vanthienen and
Dirk Van den Poel},
title = {Proof Running Two State-Of-The-Art Pattern Recognition Techniques
in the Field of Direct Marketing},
booktitle = {{ICEIS} 2002, Proceedings of the 4st International Conference on Enterprise
Information Systems, Ciudad Real, Spain, April 2-6, 2002},
pages = {446--454},
year = {2002},
timestamp = {Thu, 02 Feb 2017 12:57:48 +0100},
biburl = {https://dblp.org/rec/conf/iceis/ViaeneBDVP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BaesensECV02,
author = {Bart Baesens and
Michael Egmont{-}Petersen and
Robert Castelo and
Jan Vanthienen},
title = {Learning Bayesian Network Classifiers for Credit Scoring Using Markov
Chain Monte Carlo Search},
booktitle = {16th International Conference on Pattern Recognition, {ICPR} 2002,
Quebec, Canada, August 11-15, 2002},
pages = {49--52},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICPR.2002.1047792},
doi = {10.1109/ICPR.2002.1047792},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/BaesensECV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/ViaeneBGSPVMD01,
author = {Stijn Viaene and
Bart Baesens and
Tony Van Gestel and
Johan A. K. Suykens and
Dirk Van den Poel and
Jan Vanthienen and
Bart De Moor and
Guido Dedene},
title = {Knowledge discovery in a direct marketing case using least squares
support vector machines},
journal = {Int. J. Intell. Syst.},
volume = {16},
number = {9},
pages = {1023--1036},
year = {2001},
url = {https://doi.org/10.1002/int.1047},
doi = {10.1002/INT.1047},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/ViaeneBGSPVMD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isafm/ViaeneBPDV01,
author = {Stijn Viaene and
Bart Baesens and
Dirk Van den Poel and
Guido Dedene and
Jan Vanthienen},
title = {Wrapped input selection using multilayer perceptrons for repeat-purchase
modeling in direct marketing},
journal = {Intell. Syst. Account. Finance Manag.},
volume = {10},
number = {2},
pages = {115--126},
year = {2001},
url = {https://doi.org/10.1002/isaf.195},
doi = {10.1002/ISAF.195},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isafm/ViaeneBPDV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icis/BaesensSMVV01,
author = {Bart Baesens and
Rudy Setiono and
Christophe Mues and
Stijn Viaene and
Jan Vanthienen},
editor = {Veda C. Storey and
Sumit Sarkar and
Janice I. DeGross},
title = {Building Credit-Risk Evaluation Expert Systems Using Neural Network
Rule Extraction and Decision Tables},
booktitle = {Proceedings of the International Conference on Information Systems,
{ICIS} 2001, December 16-19, 2001, New Orleans, Louisiana, {USA}},
pages = {159--168},
publisher = {Association for Information Systems},
year = {2001},
url = {http://aisel.aisnet.org/icis2001/20},
timestamp = {Sun, 29 Mar 2015 13:07:34 +0200},
biburl = {https://dblp.org/rec/conf/icis/BaesensSMVV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BaesensVVD00,
author = {Bart Baesens and
Stijn Viaene and
Jan Vanthienen and
Guido Dedene},
title = {Wrapped Feature Selection by Means of Guided Neural Network Optimization},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2113--2116},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906029},
doi = {10.1109/ICPR.2000.906029},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/BaesensVVD00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/BaesensVGSDMV00,
author = {Bart Baesens and
Stijn Viaene and
Tony Van Gestel and
Johan A. K. Suykens and
Guido Dedene and
Bart De Moor and
Jan Vanthienen},
editor = {Robert J. Howlett and
Lakhmi C. Jain},
title = {An empirical assessment of kernel type performance for least squares
support vector machine classifiers},
booktitle = {Fourth International Conference on Knowledge-Based Intelligent Information
Engineering Systems {\&} Allied Technologies, {KES} 2000, Brighton,
UK, 30 August - 1 September 2000, Proceedings, 2 Volumes},
pages = {313--316},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/KES.2000.885819},
doi = {10.1109/KES.2000.885819},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/BaesensVGSDMV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ViaeneBGSPVMD00,
author = {Stijn Viaene and
Bart Baesens and
Tony Van Gestel and
Johan A. K. Suykens and
Dirk Van den Poel and
Jan Vanthienen and
Bart De Moor and
Guido Dedene},
editor = {Djamel A. Zighed and
Henryk Jan Komorowski and
Jan M. Zytkow},
title = {Knowledge Discovery Using Least Squares Support Vector Machine Classifiers:
{A} Direct Marketing Case},
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 = {657--664},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45372-5\_81},
doi = {10.1007/3-540-45372-5\_81},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ViaeneBGSPVMD00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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