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ORCIDBibTeX records: Toon Calders
@article{DBLP:journals/ml/GoethalsMC24,
author = {Sofie Goethals and
David Martens and
Toon Calders},
title = {PreCoF: counterfactual explanations for fairness},
journal = {Mach. Learn.},
volume = {113},
number = {5},
pages = {3111--3142},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06319-8},
doi = {10.1007/S10994-023-06319-8},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GoethalsMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TokpoC24,
author = {Ewoenam Kwaku Tokpo and
Toon Calders},
editor = {Albert Bifet and
Jesse Davis and
Tomas Krilavicius and
Meelis Kull and
Eirini Ntoutsi and
Indre Zliobaite},
title = {FairFlow: An Automated Approach to Model-Based Counterfactual Data
Augmentation for {NLP}},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September
9-13, 2024, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14947},
pages = {160--176},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70368-3\_10},
doi = {10.1007/978-3-031-70368-3\_10},
timestamp = {Wed, 11 Sep 2024 11:32:09 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/TokpoC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LendersPPCPG24,
author = {Daphne Lenders and
Andrea Pugnana and
Roberto Pellungrini and
Toon Calders and
Dino Pedreschi and
Fosca Giannotti},
editor = {Albert Bifet and
Jesse Davis and
Tomas Krilavicius and
Meelis Kull and
Eirini Ntoutsi and
Indre Zliobaite},
title = {Interpretable and Fair Mechanisms for Abstaining Classifiers},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September
9-13, 2024, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14947},
pages = {416--433},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70368-3\_25},
doi = {10.1007/978-3-031-70368-3\_25},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LendersPPCPG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13391,
author = {Sofie Goethals and
Toon Calders and
David Martens},
title = {Beyond Accuracy-Fairness: Stop evaluating bias mitigation methods
solely on between-group metrics},
journal = {CoRR},
volume = {abs/2401.13391},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13391},
doi = {10.48550/ARXIV.2401.13391},
eprinttype = {arXiv},
eprint = {2401.13391},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14282,
author = {Marco Favier and
Toon Calders and
Sam Pinxteren and
Jonathan Meyer},
title = {How to be fair? {A} study of label and selection bias},
journal = {CoRR},
volume = {abs/2403.14282},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14282},
doi = {10.48550/ARXIV.2403.14282},
eprinttype = {arXiv},
eprint = {2403.14282},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16606,
author = {Marco Favier and
Toon Calders},
title = {Cherry on the Cake: Fairness is {NOT} an Optimization Problem},
journal = {CoRR},
volume = {abs/2406.16606},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16606},
doi = {10.48550/ARXIV.2406.16606},
eprinttype = {arXiv},
eprint = {2406.16606},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-16431,
author = {Ewoenam Kwaku Tokpo and
Toon Calders},
title = {FairFlow: An Automated Approach to Model-based Counterfactual Data
Augmentation For {NLP}},
journal = {CoRR},
volume = {abs/2407.16431},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.16431},
doi = {10.48550/ARXIV.2407.16431},
eprinttype = {arXiv},
eprint = {2407.16431},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-16431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-00330,
author = {Marco Favier and
Toon Calders},
title = {"Patriarchy Hurts Men Too." Does Your Model Agree? {A} Discussion
on Fairness Assumptions},
journal = {CoRR},
volume = {abs/2408.00330},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.00330},
doi = {10.48550/ARXIV.2408.00330},
eprinttype = {arXiv},
eprint = {2408.00330},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-00330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FavierCPM23,
author = {Marco Favier and
Toon Calders and
Sam Pinxteren and
Jonathan Meyer},
title = {How to be fair? {A} study of label and selection bias},
journal = {Mach. Learn.},
volume = {112},
number = {12},
pages = {5081--5104},
year = {2023},
url = {https://doi.org/10.1007/s10994-023-06401-1},
doi = {10.1007/S10994-023-06401-1},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FavierCPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/TokpoDBC23,
author = {Ewoenam Kwaku Tokpo and
Pieter Delobelle and
Bettina Berendt and
Toon Calders},
editor = {Andreas Vlachos and
Isabelle Augenstein},
title = {How Far Can It Go? On Intrinsic Gender Bias Mitigation for Text Classification},
booktitle = {Proceedings of the 17th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2023, Dubrovnik,
Croatia, May 2-6, 2023},
pages = {3410--3425},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.eacl-main.248},
doi = {10.18653/V1/2023.EACL-MAIN.248},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/TokpoDBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewaf/GoethalsMC23,
author = {Sofie Goethals and
David Martens and
Toon Calders},
editor = {Jos{\'{e}} M. {\'{A}}lvarez and
Alessandro Fabris and
Christoph Heitz and
Corinna Hertweck and
Michele Loi and
Meike Zehlike},
title = {Explainability Methods to Detect and Measure Discrimination in Machine
Learning Models},
booktitle = {Proceedings of the 2nd European Workshop on Algorithmic Fairness,
Winterthur, Switzerland, June 7th to 9th, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3442},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3442/paper-11.pdf},
timestamp = {Fri, 03 May 2024 17:18:29 +0200},
biburl = {https://dblp.org/rec/conf/ewaf/GoethalsMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hhai/LendersC23,
author = {Daphne Lenders and
Toon Calders},
editor = {Paul Lukowicz and
Sven Mayer and
Janin Koch and
John Shawe{-}Taylor and
Ilaria Tiddi},
title = {Functional Requirements for Interactive Bias-Audit Tools},
booktitle = {{HHAI} 2023: Augmenting Human Intellect - Proceedings of the Second
International Conference on Hybrid Human-Artificial Intelligence,
June 26-30, 2023, Munich, Germany},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {368},
pages = {426--428},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230118},
doi = {10.3233/FAIA230118},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hhai/LendersC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/LendersC23,
author = {Daphne Lenders and
Toon Calders},
editor = {Jiman Hong and
Maart Lanperne and
Juw Won Park and
Tom{\'{a}}s Cern{\'{y}} and
Hossain Shahriar},
title = {Real-life Performance of Fairness Interventions - Introducing {A}
New Benchmarking Dataset for Fair {ML}},
booktitle = {Proceedings of the 38th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2023, Tallinn, Estonia, March 27-31, 2023},
pages = {350--357},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3555776.3577634},
doi = {10.1145/3555776.3577634},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/LendersC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bnaic/2022s,
editor = {Toon Calders and
Celine Vens and
Jefrey Lijffijt and
Bart Goethals},
title = {Artificial Intelligence and Machine Learning - 34th Joint Benelux
Conference, BNAIC/Benelearn 2022, Mechelen, Belgium, November 7-9,
2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1805},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39144-6},
doi = {10.1007/978-3-031-39144-6},
isbn = {978-3-031-39143-9},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/2022s.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12855,
author = {Ewoenam Kwaku Tokpo and
Pieter Delobelle and
Bettina Berendt and
Toon Calders},
title = {How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification},
journal = {CoRR},
volume = {abs/2301.12855},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12855},
doi = {10.48550/ARXIV.2301.12855},
eprinttype = {arXiv},
eprint = {2301.12855},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03186,
author = {Ewoenam Kwaku Tokpo and
Toon Calders},
title = {Model-based Counterfactual Generator for Gender Bias Mitigation},
journal = {CoRR},
volume = {abs/2311.03186},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03186},
doi = {10.48550/ARXIV.2311.03186},
eprinttype = {arXiv},
eprint = {2311.03186},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/VerbovenCCBMDPW22,
author = {Lennert Verboven and
Toon Calders and
Steven Callens and
John Black and
Gary Maartens and
Kelly E. Dooley and
Samantha Potgieter and
Robin M. Warren and
Kris Laukens and
Annelies Van Rie},
title = {A treatment recommender clinical decision support system for personalized
medicine: method development and proof-of-concept for drug resistant
tuberculosis},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {22},
number = {1},
pages = {56},
year = {2022},
url = {https://doi.org/10.1186/s12911-022-01790-0},
doi = {10.1186/S12911-022-01790-0},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/midm/VerbovenCCBMDPW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/TokpoC22,
author = {Ewoenam Kwaku Tokpo and
Toon Calders},
editor = {Daphne Ippolito and
Liunian Harold Li and
Maria Leonor Pacheco and
Danqi Chen and
Nianwen Xue},
title = {Text Style Transfer for Bias Mitigation using Masked Language Modeling},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies:
Student Research Workshop, {NAACL-HLT} 2022, Hybrid Event / Seattle,
WA, USA, July 10-15, 2022},
pages = {163--171},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-srw.21},
doi = {10.18653/V1/2022.NAACL-SRW.21},
timestamp = {Thu, 14 Dec 2023 18:03:43 +0100},
biburl = {https://dblp.org/rec/conf/naacl/TokpoC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/DelobelleTCB22,
author = {Pieter Delobelle and
Ewoenam Kwaku Tokpo and
Toon Calders and
Bettina Berendt},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Measuring Fairness with Biased Rulers: {A} Comparative Study on Bias
Metrics for Pre-trained Language Models},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1693--1706},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.122},
doi = {10.18653/V1/2022.NAACL-MAIN.122},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/DelobelleTCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/PinxterenFC22,
author = {Sam Pinxteren and
Marco Favier and
Toon Calders},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {RangeGrad: Explaining Neural Networks by Measuring Uncertainty Through
Bound Propagation},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1752},
pages = {336--352},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23618-1\_23},
doi = {10.1007/978-3-031-23618-1\_23},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/PinxterenFC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08643,
author = {Ewoenam Kwaku Tokpo and
Toon Calders},
title = {Text Style Transfer for Bias Mitigation using Masked Language Modeling},
journal = {CoRR},
volume = {abs/2201.08643},
year = {2022},
url = {https://arxiv.org/abs/2201.08643},
eprinttype = {arXiv},
eprint = {2201.08643},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/geoinformatica/OrakzaiPC21,
author = {Faisal Orakzai and
Torben Bach Pedersen and
Toon Calders},
title = {Distributed mining of convoys in large scale datasets},
journal = {GeoInformatica},
volume = {25},
number = {2},
pages = {353--396},
year = {2021},
url = {https://doi.org/10.1007/s10707-020-00431-w},
doi = {10.1007/S10707-020-00431-W},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/geoinformatica/OrakzaiPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lre/SaeedAKKC21,
author = {Hafiz Hassaan Saeed and
Muhammad Haseeb Ashraf and
Faisal Kamiran and
Asim Karim and
Toon Calders},
title = {Roman Urdu toxic comment classification},
journal = {Lang. Resour. Evaluation},
volume = {55},
number = {4},
pages = {971--996},
year = {2021},
url = {https://doi.org/10.1007/s10579-021-09530-y},
doi = {10.1007/S10579-021-09530-Y},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lre/SaeedAKKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/CaldersNPRR21,
author = {Toon Calders and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Salvatore Ruggieri},
title = {Introduction to The Special Section on Bias and Fairness in {AI}},
journal = {{SIGKDD} Explor.},
volume = {23},
number = {1},
pages = {1--3},
year = {2021},
url = {https://doi.org/10.1145/3468507.3468509},
doi = {10.1145/3468507.3468509},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/CaldersNPRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/SaleemCPK21,
author = {Muhammad Aamir Saleem and
Toon Calders and
Torben Bach Pedersen and
Panagiotis Karras},
editor = {Leong Hou U and
Marc Spaniol and
Yasushi Sakurai and
Junying Chen},
title = {Finding Geo-Social Cohorts in Location-Based Social Networks},
booktitle = {Web and Big Data - 5th International Joint Conference, APWeb-WAIM
2021, Guangzhou, China, August 23-25, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12859},
pages = {368--383},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85899-5\_27},
doi = {10.1007/978-3-030-85899-5\_27},
timestamp = {Sat, 28 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/SaleemCPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/PauwelsC21,
author = {Stephen Pauwels and
Toon Calders},
editor = {Artem Polyvyanyy and
Moe Thandar Wynn and
Amy Van Looy and
Manfred Reichert},
title = {Incremental Predictive Process Monitoring: The Next Activity Case},
booktitle = {Business Process Management - 19th International Conference, {BPM}
2021, Rome, Italy, September 06-10, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12875},
pages = {123--140},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85469-0\_10},
doi = {10.1007/978-3-030-85469-0\_10},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bpm/PauwelsC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LendersC21,
author = {Daphne Lenders and
Toon Calders},
editor = {Michael Kamp and
Irena Koprinska and
Adrien Bibal and
Tassadit Bouadi and
Beno{\^{\i}}t Fr{\'{e}}nay and
Luis Gal{\'{a}}rraga and
Jos{\'{e}} Oramas and
Linara Adilova and
Yamuna Krishnamurthy and
Bo Kang and
Christine Largeron and
Jefrey Lijffijt and
Tiphaine Viard and
Pascal Welke and
Massimiliano Ruocco and
Erlend Aune and
Claudio Gallicchio and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Holger Fr{\"{o}}ning and
G{\"{u}}nther Schindler and
Riccardo Guidotti and
Anna Monreale and
Salvatore Rinzivillo and
Przemyslaw Biecek and
Eirini Ntoutsi and
Mykola Pechenizkiy and
Bodo Rosenhahn and
Christopher L. Buckley and
Daniela Cialfi and
Pablo Lanillos and
Maxwell Ramstead and
Tim Verbelen and
Pedro M. Ferreira and
Giuseppina Andresini and
Donato Malerba and
Ib{\'{e}}ria Medeiros and
Philippe Fournier{-}Viger and
M. Saqib Nawaz and
Sebasti{\'{a}}n Ventura and
Meng Sun and
Min Zhou and
Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini and
Rita P. Ribeiro and
Jo{\~{a}}o Gama and
Ricard Gavald{\`{a}} and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Damian Roqueiro and
Diego Saldana Miranda and
Konstantinos Sechidis and
Guilherme Gra{\c{c}}a},
title = {Learning a Fair Distance Function for Situation Testing},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
Event, September 13-17, 2021, Proceedings, Part {I}},
series = {Communications in Computer and Information Science},
volume = {1524},
pages = {631--646},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93736-2\_45},
doi = {10.1007/978-3-030-93736-2\_45},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LendersC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PinxterenC21,
author = {Sam Pinxteren and
Toon Calders},
editor = {Carlotta Demeniconi and
Ian Davidson},
title = {Efficient Permutation Testing for Significant Sequential Patterns},
booktitle = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
{SDM} 2021, Virtual Event, April 29 - May 1, 2021},
pages = {19--27},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976700.3},
doi = {10.1137/1.9781611976700.3},
timestamp = {Sat, 21 Aug 2021 11:46:54 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PinxterenC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07447,
author = {Pieter Delobelle and
Ewoenam Kwaku Tokpo and
Toon Calders and
Bettina Berendt},
title = {Measuring Fairness with Biased Rulers: {A} Survey on Quantifying Biases
in Pretrained Language Models},
journal = {CoRR},
volume = {abs/2112.07447},
year = {2021},
url = {https://arxiv.org/abs/2112.07447},
eprinttype = {arXiv},
eprint = {2112.07447},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/AlserafiARC20,
author = {Ayman Alserafi and
Alberto Abell{\'{o}} and
Oscar Romero and
Toon Calders},
title = {Keeping the Data Lake in Form: Proximity Mining for Pre-Filtering
Schema Matching},
journal = {{ACM} Trans. Inf. Syst.},
volume = {38},
number = {3},
pages = {26:1--26:30},
year = {2020},
url = {https://doi.org/10.1145/3388870},
doi = {10.1145/3388870},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/AlserafiARC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/PauwelsC20,
author = {Stephen Pauwels and
Toon Calders},
editor = {Dirk Fahland and
Chiara Ghidini and
J{\"{o}}rg Becker and
Marlon Dumas},
title = {Bayesian Network Based Predictions of Business Processes},
booktitle = {Business Process Management Forum - {BPM} Forum 2020, Seville, Spain,
September 13-18, 2020, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {392},
pages = {159--175},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58638-6\_10},
doi = {10.1007/978-3-030-58638-6\_10},
timestamp = {Sat, 19 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bpm/PauwelsC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/SaleemKCP19,
author = {Muhammad Aamir Saleem and
Rohit Kumar and
Toon Calders and
Torben Bach Pedersen},
title = {Effective and efficient location influence mining in location-based
social networks},
journal = {Knowl. Inf. Syst.},
volume = {61},
number = {1},
pages = {327--362},
year = {2019},
url = {https://doi.org/10.1007/s10115-018-1240-8},
doi = {10.1007/S10115-018-1240-8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/SaleemKCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/OrakzaiCP19,
author = {Faisal Orakzai and
Toon Calders and
Torben Bach Pedersen},
title = {k/2-hop: Fast Mining of Convoy Patterns With Effective Pruning},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {9},
pages = {948--960},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p948-orakzai.pdf},
doi = {10.14778/3329772.3329773},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/OrakzaiCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/PauwelsC19,
author = {Stephen Pauwels and
Toon Calders},
editor = {Beno{\^{\i}}t Depaire and
Johannes De Smedt and
Marlon Dumas and
Dirk Fahland and
Akhil Kumar and
Henrik Leopold and
Manfred Reichert and
Stefanie Rinderle{-}Ma and
Stefan Schulte and
Stefan Seidel and
Wil M. P. van der Aalst},
title = {{ACD2:} {A} Tool to Interactively Explore Business Process Logs},
booktitle = {Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration
Track at {BPM} 2019 co-located with 17th International Conference
on Business Process Management, {BPM} 2019, Vienna, Austria, September
1-6, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2420},
pages = {129--133},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2420/paperDT3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:55 +0100},
biburl = {https://dblp.org/rec/conf/bpm/PauwelsC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/ImpedovoCC19,
author = {Angelo Impedovo and
Michelangelo Ceci and
Toon Calders},
editor = {Petra Kralj Novak and
Tomislav Smuc and
Saso Dzeroski},
title = {Efficient and Accurate Non-exhaustive Pattern-Based Change Detection
in Dynamic Networks},
booktitle = {Discovery Science - 22nd International Conference, {DS} 2019, Split,
Croatia, October 28-30, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11828},
pages = {396--411},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-33778-0\_30},
doi = {10.1007/978-3-030-33778-0\_30},
timestamp = {Tue, 22 Oct 2019 15:44:49 +0200},
biburl = {https://dblp.org/rec/conf/dis/ImpedovoCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medi/AlserafiA0C19,
author = {Ayman Alserafi and
Alberto Abell{\'{o}} and
Oscar Romero and
Toon Calders},
editor = {Klaus{-}Dieter Schewe and
Neeraj Kumar Singh},
title = {Keeping the Data Lake in Form: DS-kNN Datasets Categorization Using
Proximity Mining},
booktitle = {Model and Data Engineering - 9th International Conference, {MEDI}
2019, Toulouse, France, October 28-31, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11815},
pages = {35--49},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32065-2\_3},
doi = {10.1007/978-3-030-32065-2\_3},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/medi/AlserafiA0C19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/PauwelsC19,
author = {Stephen Pauwels and
Toon Calders},
editor = {Chih{-}Cheng Hung and
George A. Papadopoulos},
title = {An anomaly detection technique for business processes based on extended
dynamic bayesian networks},
booktitle = {Proceedings of the 34th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2019, Limassol, Cyprus, April 8-12, 2019},
pages = {494--501},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3297280.3297326},
doi = {10.1145/3297280.3297326},
timestamp = {Sun, 02 Jun 2019 21:18:38 +0200},
biburl = {https://dblp.org/rec/conf/sac/PauwelsC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CeciC18,
author = {Michelangelo Ceci and
Toon Calders},
title = {Introduction to the special issue on discovery science},
journal = {Mach. Learn.},
volume = {107},
number = {11},
pages = {1647--1649},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5749-6},
doi = {10.1007/S10994-018-5749-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CeciC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GoudaAC18,
author = {Karam Gouda and
Mona Arafa and
Toon Calders},
title = {A novel hierarchical-based framework for upper bound computation of
graph edit distance},
journal = {Pattern Recognit.},
volume = {80},
pages = {210--224},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.03.019},
doi = {10.1016/J.PATCOG.2018.03.019},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GoudaAC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KumarC18,
author = {Rohit Kumar and
Toon Calders},
title = {2SCENT: An Efficient Algorithm to Enumerate All Simple Temporal Cycles},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {11},
pages = {1441--1453},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1441-kumar.pdf},
doi = {10.14778/3236187.3236197},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KumarC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/SaleemCDKPC18,
author = {Muhammad Aamir Saleem and
Felipe Soares Da Costa and
Peter Dolog and
Panagiotis Karras and
Torben Bach Pedersen and
Toon Calders},
title = {Predicting Visitors Using Location-Based Social Networks},
booktitle = {19th {IEEE} International Conference on Mobile Data Management, {MDM}
2018, Aalborg, Denmark, June 25-28, 2018},
pages = {245--250},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/MDM.2018.00043},
doi = {10.1109/MDM.2018.00043},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/SaleemCDKPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07107,
author = {Stephen Pauwels and
Toon Calders},
title = {Extending Dynamic Bayesian Networks for Anomaly Detection in Complex
Logs},
journal = {CoRR},
volume = {abs/1805.07107},
year = {2018},
url = {http://arxiv.org/abs/1805.07107},
eprinttype = {arXiv},
eprint = {1805.07107},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05650,
author = {Stephen Pauwels and
Toon Calders},
title = {Detecting and Explaining Drifts in Yearly Grant Applications},
journal = {CoRR},
volume = {abs/1809.05650},
year = {2018},
url = {http://arxiv.org/abs/1809.05650},
eprinttype = {arXiv},
eprint = {1809.05650},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigspatial/AhmedCLP17,
author = {Tanvir Ahmed and
Toon Calders and
Hua Lu and
Torben Bach Pedersen},
title = {Risk detection and prediction from indoor tracking data},
journal = {{ACM} {SIGSPATIAL} Special},
volume = {9},
number = {2},
pages = {11--18},
year = {2017},
url = {https://doi.org/10.1145/3151123.3151126},
doi = {10.1145/3151123.3151126},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigspatial/AhmedCLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/0002AC17,
author = {Rohit Kumar and
Alberto Abell{\'{o}} and
Toon Calders},
editor = {Marite Kirikova and
Kjetil N{\o}rv{\aa}g and
George A. Papadopoulos},
title = {Cost Model for Pregel on GraphX},
booktitle = {Advances in Databases and Information Systems - 21st European Conference,
{ADBIS} 2017, Nicosia, Cyprus, September 24-27, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10509},
pages = {153--166},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66917-5\_11},
doi = {10.1007/978-3-319-66917-5\_11},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/0002AC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Saleem0CXP17,
author = {Muhammad Aamir Saleem and
Rohit Kumar and
Toon Calders and
Xike Xie and
Torben Bach Pedersen},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {IMaxer: {A} Unified System for Evaluating Influence Maximization in
Location-based Social Networks},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {2523--2526},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3133184},
doi = {10.1145/3132847.3133184},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Saleem0CXP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ebiss/Calders17,
author = {Toon Calders},
editor = {Esteban Zim{\'{a}}nyi},
title = {Three Big Data Tools for a Data Scientist's Toolbox},
booktitle = {Business Intelligence and Big Data - 7th European Summer School, eBISS
2017, Bruxelles, Belgium, July 2-7, 2017, Tutorial Lectures},
series = {Lecture Notes in Business Information Processing},
volume = {324},
pages = {112--133},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-96655-7\_5},
doi = {10.1007/978-3-319-96655-7\_5},
timestamp = {Sat, 11 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ebiss/Calders17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/0002C17,
author = {Rohit Kumar and
Toon Calders},
editor = {Volker Markl and
Salvatore Orlando and
Bernhard Mitschang and
Periklis Andritsos and
Kai{-}Uwe Sattler and
Sebastian Bre{\ss}},
title = {Information Propagation in Interaction Networks},
booktitle = {Proceedings of the 20th International Conference on Extending Database
Technology, {EDBT} 2017, Venice, Italy, March 21-24, 2017},
pages = {270--281},
publisher = {OpenProceedings.org},
year = {2017},
url = {https://doi.org/10.5441/002/edbt.2017.25},
doi = {10.5441/002/EDBT.2017.25},
timestamp = {Thu, 13 Apr 2023 09:56:59 +0200},
biburl = {https://dblp.org/rec/conf/edbt/0002C17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0002C17,
author = {Rohit Kumar and
Toon Calders},
editor = {Sabeur Aridhi and
Jos{\'{e}} Ant{\^{o}}nio Fernandes de Mac{\^{e}}do and
Engelbert Mephu Nguifo and
Karine Zeitouni},
title = {Finding simple temporal cycles in an interaction network},
booktitle = {Proceedings of the Workshop on Large-Scale Time Dependent Graphs {(TD-LSG}
2017) co-located with the European Conference on Machine Learning
and Principles and Practice of Knowledge Discovery in Databases {(ECML}
{PKDD} 2017), Skopje, Macedonia, September 18, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1929},
pages = {3--6},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1929/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/0002C17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/0002SCXP17,
author = {Rohit Kumar and
Muhammad Aamir Saleem and
Toon Calders and
Xike Xie and
Torben Bach Pedersen},
editor = {Yasemin Altun and
Kamalika Das and
Taneli Mielik{\"{a}}inen and
Donato Malerba and
Jerzy Stefanowski and
Jesse Read and
Marinka Zitnik and
Michelangelo Ceci and
Saso Dzeroski},
title = {Activity-Driven Influence Maximization in Social Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10536},
pages = {345--348},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71273-4\_28},
doi = {10.1007/978-3-319-71273-4\_28},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/0002SCXP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/AlserafiCA017,
author = {Ayman Alserafi and
Toon Calders and
Alberto Abell{\'{o}} and
Oscar Romero},
editor = {Christian Beecks and
Felix Borutta and
Peer Kr{\"{o}}ger and
Thomas Seidl},
title = {DS-Prox: Dataset Proximity Mining for Governing the Data Lake},
booktitle = {Similarity Search and Applications - 10th International Conference,
{SISAP} 2017, Munich, Germany, October 4-6, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10609},
pages = {284--299},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68474-1\_20},
doi = {10.1007/978-3-319-68474-1\_20},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sisap/AlserafiCA017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Saleem0CXP17,
author = {Muhammad Aamir Saleem and
Rohit Kumar and
Toon Calders and
Xike Xie and
Torben Bach Pedersen},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Location Influence in Location-based Social Networks},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {621--630},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018705},
doi = {10.1145/3018661.3018705},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/Saleem0CXP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/0001RCA16,
author = {Petar Jovanovic and
Oscar Romero and
Toon Calders and
Alberto Abell{\'{o}}},
editor = {Jaroslav Pokorn{\'{y}} and
Mirjana Ivanovic and
Bernhard Thalheim and
Petr Saloun},
title = {H-WorD: Supporting Job Scheduling in Hadoop with Workload-Driven Data
Redistribution},
booktitle = {Advances in Databases and Information Systems - 20th East European
Conference, {ADBIS} 2016, Prague, Czech Republic, August 28-31, 2016,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9809},
pages = {306--320},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44039-2\_21},
doi = {10.1007/978-3-319-44039-2\_21},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/0001RCA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Calders16,
author = {Toon Calders},
editor = {Cyril de Runz and
Bruno Cr{\'{e}}milleux},
title = {Fairness-Aware Data Mining},
booktitle = {16{\`{e}}me Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2016, 18-22 Janvier 2016, Reims, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-30}},
pages = {3--4},
publisher = {{\'{E}}ditions {RNTI}},
year = {2016},
url = {http://editions-rnti.fr/?inprocid=1002147},
timestamp = {Tue, 26 Nov 2019 17:10:42 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/Calders16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AlserafiA0C16,
author = {Ayman Alserafi and
Alberto Abell{\'{o}} and
Oscar Romero and
Toon Calders},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Towards Information Profiling: Data Lake Content Metadata Management},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {178--185},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0033},
doi = {10.1109/ICDMW.2016.0033},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/AlserafiA0C16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/0001PCL16,
author = {Tanvir Ahmed and
Torben Bach Pedersen and
Toon Calders and
Hua Lu},
editor = {Chi{-}Yin Chow and
Prem Prakash Jayaraman and
Wei Wu},
title = {Online Risk Prediction for Indoor Moving Objects},
booktitle = {{IEEE} 17th International Conference on Mobile Data Management, {MDM}
2016, Porto, Portugal, June 13-16, 2016},
pages = {102--111},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/MDM.2016.27},
doi = {10.1109/MDM.2016.27},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/0001PCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/OrakzaiCP16,
author = {Faisal Orakzai and
Toon Calders and
Torben Bach Pedersen},
editor = {Chi{-}Yin Chow and
Prem Prakash Jayaraman and
Wei Wu},
title = {Distributed Convoy Pattern Mining},
booktitle = {{IEEE} 17th International Conference on Mobile Data Management, {MDM}
2016, Porto, Portugal, June 13-16, 2016},
pages = {122--131},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/MDM.2016.29},
doi = {10.1109/MDM.2016.29},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/OrakzaiCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisap/GoudaAC16,
author = {Karam Gouda and
Mona Arafa and
Toon Calders},
editor = {Laurent Amsaleg and
Michael E. Houle and
Erich Schubert},
title = {BFST{\_}ED: {A} Novel Upper Bound Computation Framework for the Graph
Edit Distance},
booktitle = {Similarity Search and Applications - 9th International Conference,
{SISAP} 2016, Tokyo, Japan, October 24-26, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9939},
pages = {3--19},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46759-7\_1},
doi = {10.1007/978-3-319-46759-7\_1},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/sisap/GoudaAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dis/2016,
editor = {Toon Calders and
Michelangelo Ceci and
Donato Malerba},
title = {Discovery Science - 19th International Conference, {DS} 2016, Bari,
Italy, October 19-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9956},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46307-0},
doi = {10.1007/978-3-319-46307-0},
isbn = {978-3-319-46306-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CaldersA16,
author = {Toon Calders and
Dimitri Van Assche},
title = {{PROMETHEE} is Not Quadratic: An O(qn log(n)) Algorithm},
journal = {CoRR},
volume = {abs/1603.00091},
year = {2016},
url = {http://arxiv.org/abs/1603.00091},
eprinttype = {arXiv},
eprint = {1603.00091},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CaldersA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/EghoRCJN15,
author = {Elias Egho and
Chedy Ra{\"{\i}}ssi and
Toon Calders and
Nicolas Jay and
Amedeo Napoli},
title = {On measuring similarity for sequences of itemsets},
journal = {Data Min. Knowl. Discov.},
volume = {29},
number = {3},
pages = {732--764},
year = {2015},
url = {https://doi.org/10.1007/s10618-014-0362-1},
doi = {10.1007/S10618-014-0362-1},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/EghoRCJN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/EfremovaGC15,
author = {Julia Efremova and
Alejandro Montes Garc{\'{\i}}a and
Toon Calders},
editor = {Allan Hanbury and
Gabriella Kazai and
Andreas Rauber and
Norbert Fuhr},
title = {Classification of Historical Notary Acts with Noisy Labels},
booktitle = {Advances in Information Retrieval - 37th European Conference on {IR}
Research, {ECIR} 2015, Vienna, Austria, March 29 - April 2, 2015.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9022},
pages = {49--54},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-16354-3\_6},
doi = {10.1007/978-3-319-16354-3\_6},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ecir/EfremovaGC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/OrakzaiDC15,
author = {Faisal Orakzai and
Thomas Devogele and
Toon Calders},
editor = {Jie Bao and
Christian Sengstock and
Mohammed Eunus Ali and
Yan Huang and
Michael Gertz and
Matthias Renz and
Jagan Sankaranarayanan},
title = {Towards distributed convoy pattern mining},
booktitle = {Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances
in Geographic Information Systems, Bellevue, WA, USA, November 3-6,
2015},
pages = {50:1--50:4},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2820783.2820840},
doi = {10.1145/2820783.2820840},
timestamp = {Mon, 07 Dec 2020 17:16:29 +0100},
biburl = {https://dblp.org/rec/conf/gis/OrakzaiDC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/0001CP15,
author = {Tanvir Ahmed and
Toon Calders and
Torben Bach Pedersen},
editor = {Christian S. Jensen and
Xing Xie and
Vladimir Zadorozhny and
Sanjay Madria and
Evaggelia Pitoura and
Baihua Zheng and
Chi{-}Yin Chow},
title = {Mining Risk Factors in {RFID} Baggage Tracking Data},
booktitle = {16th {IEEE} International Conference on Mobile Data Management, {MDM}
2015, Pittsburgh, PA, USA, June 15-18, 2015 - Volume 1},
pages = {235--242},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/MDM.2015.31},
doi = {10.1109/MDM.2015.31},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mdm/0001CP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SahraeiERCTW15,
author = {Bijan Ranjbar Sahraei and
Julia Efremova and
Hossein Rahmani and
Toon Calders and
Karl Tuyls and
Gerhard Weiss},
editor = {Albert Bifet and
Michael May and
Bianca Zadrozny and
Ricard Gavald{\`{a}} and
Dino Pedreschi and
Francesco Bonchi and
Jaime S. Cardoso and
Myra Spiliopoulou},
title = {HiDER: Query-Driven Entity Resolution for Historical Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9286},
pages = {281--284},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23461-8\_30},
doi = {10.1007/978-3-319-23461-8\_30},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SahraeiERCTW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KumarCGT15,
author = {Rohit Kumar and
Toon Calders and
Aristides Gionis and
Nikolaj Tatti},
editor = {Annalisa Appice and
Pedro Pereira Rodrigues and
V{\'{\i}}tor Santos Costa and
Jo{\~{a}}o Gama and
Al{\'{\i}}pio Jorge and
Carlos Soares},
title = {Maintaining Sliding-Window Neighborhood Profiles in Interaction Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9285},
pages = {719--735},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23525-7\_44},
doi = {10.1007/978-3-319-23525-7\_44},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KumarCGT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/russir/EfremovaGIC15,
author = {Julia Efremova and
Alejandro Montes Garc{\'{\i}}a and
Alfredo Bolt Iriondo and
Toon Calders},
editor = {Pavel Braslavski and
Ilya Markov and
Panos M. Pardalos and
Yana Volkovich and
Dmitry I. Ignatov and
Sergei Koltsov and
Olessia Koltsova},
title = {Who Are My Ancestors? Retrieving Family Relationships from Historical
Texts},
booktitle = {Information Retrieval - 9th Russian Summer School, RuSSIR 2015, Saint
Petersburg, Russia, August 24-28, 2015, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {573},
pages = {121--129},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-41718-9\_6},
doi = {10.1007/978-3-319-41718-9\_6},
timestamp = {Thu, 06 Jun 2024 22:21:15 +0200},
biburl = {https://dblp.org/rec/conf/russir/EfremovaGIC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slsp/EfremovaGZC15,
author = {Julia Efremova and
Alejandro Montes Garc{\'{\i}}a and
Jianpeng Zhang and
Toon Calders},
editor = {Adrian{-}Horia Dediu and
Carlos Mart{\'{\i}}n{-}Vide and
Kl{\'{a}}ra Vicsi},
title = {Effects of Evolutionary Linguistics in Text Classification},
booktitle = {Statistical Language and Speech Processing - Third International Conference,
{SLSP} 2015, Budapest, Hungary, November 24-26, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9449},
pages = {50--61},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25789-1\_6},
doi = {10.1007/978-3-319-25789-1\_6},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/slsp/EfremovaGZC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/EfremovaSROCTW15,
author = {Julia Efremova and
Bijan Ranjbar Sahraei and
Hossein Rahmani and
Frans A. Oliehoek and
Toon Calders and
Karl Tuyls and
Gerhard Weiss},
editor = {Gerrit Bloothooft and
Peter Christen and
Kees Mandemakers and
Marijn Schraagen},
title = {Multi-Source Entity Resolution for Genealogical Data},
booktitle = {Population Reconstruction},
pages = {129--154},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19884-2\_7},
doi = {10.1007/978-3-319-19884-2\_7},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/p/EfremovaSROCTW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/eda/2015,
editor = {Esteban Zim{\'{a}}nyi and
Stijn Vansummeren and
Toon Calders},
title = {Actes des 11es journ{\'{e}}es francophones sur les Entrep{\^{o}}ts
de Donn{\'{e}}es et l'Analyse en Ligne, {EDA} 2015, Bruxelles,
Belgique, 2-3 avril 2015},
series = {{RNTI}},
volume = {{B-11}},
publisher = {Hermann-{\'{E}}ditions},
year = {2015},
url = {http://editions-rnti.fr/?procid=100163},
timestamp = {Tue, 12 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eda/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OrakzaiDC15,
author = {Faisal Orakzai and
Thomas Devogele and
Toon Calders},
title = {Towards Distributed Convoy Pattern Mining},
journal = {CoRR},
volume = {abs/1512.08150},
year = {2015},
url = {http://arxiv.org/abs/1512.08150},
eprinttype = {arXiv},
eprint = {1512.08150},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OrakzaiDC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CaldersEHM14,
author = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Guest editors' introduction: special issue of the {ECML/PKDD} 2014
journal track},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {5-6},
pages = {1129--1133},
year = {2014},
url = {https://doi.org/10.1007/s10618-014-0374-x},
doi = {10.1007/S10618-014-0374-X},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/CaldersEHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/CaldersDGG14,
author = {Toon Calders and
Nele Dexters and
Joris J. M. Gillis and
Bart Goethals},
title = {Mining frequent itemsets in a stream},
journal = {Inf. Syst.},
volume = {39},
pages = {233--255},
year = {2014},
url = {https://doi.org/10.1016/j.is.2012.01.005},
doi = {10.1016/J.IS.2012.01.005},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/CaldersDGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CaldersEHM14,
author = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Guest Editors' introduction: special issue of the {ECML/PKDD} 2014
journal track},
journal = {Mach. Learn.},
volume = {97},
number = {1-2},
pages = {1--3},
year = {2014},
url = {https://doi.org/10.1007/s10994-014-5468-6},
doi = {10.1007/S10994-014-5468-6},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CaldersEHM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LamMFC14,
author = {Hoang Thanh Lam and
Fabian M{\"{o}}rchen and
Dmitriy Fradkin and
Toon Calders},
title = {Mining Compressing Sequential Patterns},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {1},
pages = {34--52},
year = {2014},
url = {https://doi.org/10.1002/sam.11192},
doi = {10.1002/SAM.11192},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LamMFC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/TattiMC14,
author = {Nikolaj Tatti and
Fabian Moerchen and
Toon Calders},
title = {Finding Robust Itemsets under Subsampling},
journal = {{ACM} Trans. Database Syst.},
volume = {39},
number = {3},
pages = {20:1--20:27},
year = {2014},
url = {https://doi.org/10.1145/2656261},
doi = {10.1145/2656261},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/TattiMC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/latech/EfremovaSC14,
author = {Julia Efremova and
Bijan Ranjbar Sahraei and
Toon Calders},
editor = {Kalliopi Zervanou and
Cristina Vertan},
title = {A Hybrid Disambiguation Measure for Inaccurate Cultural Heritage Data},
booktitle = {Proceedings of the 8th Workshop on Language Technology for Cultural
Heritage, Social Sciences, and Humanities, LaTeCH@EACL 2014, April
26, 2014, Gothenburg, Sweden},
pages = {47--55},
publisher = {The Association for Computer Linguistics},
year = {2014},
url = {https://doi.org/10.3115/v1/w14-0607},
doi = {10.3115/V1/W14-0607},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/latech/EfremovaSC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2014-1,
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8724},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44848-9},
doi = {10.1007/978-3-662-44848-9},
isbn = {978-3-662-44847-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2014-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2014-2,
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9},
doi = {10.1007/978-3-662-44851-9},
isbn = {978-3-662-44850-2},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2014-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2014-3,
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8},
doi = {10.1007/978-3-662-44845-8},
isbn = {978-3-662-44844-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2014-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KamiranZC13,
author = {Faisal Kamiran and
Indre Zliobaite and
Toon Calders},
title = {Quantifying explainable discrimination and removing illegal discrimination
in automated decision making},
journal = {Knowl. Inf. Syst.},
volume = {35},
number = {3},
pages = {613--644},
year = {2013},
url = {https://doi.org/10.1007/s10115-012-0584-8},
doi = {10.1007/S10115-012-0584-8},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/KamiranZC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ebiss/Calders13,
author = {Toon Calders},
editor = {Esteban Zim{\'{a}}nyi},
title = {Introduction to Pattern Mining},
booktitle = {Business Intelligence - Third European Summer School, eBISS 2013,
Dagstuhl Castle, Germany, July 7-12, 2013, Tutorial Lectures},
series = {Lecture Notes in Business Information Processing},
volume = {172},
pages = {1--32},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-05461-2\_1},
doi = {10.1007/978-3-319-05461-2\_1},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ebiss/Calders13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/EghoRCBJN13,
author = {Elias Egho and
Chedy Ra{\"{\i}}ssi and
Toon Calders and
Thomas Bourquard and
Nicolas Jay and
Amedeo Napoli},
editor = {Christel Vrain and
Andr{\'{e}} P{\'{e}}ninou and
Florence S{\`{e}}des},
title = {Vers une mesure de similarit{\'{e}} pour les s{\'{e}}quences
complexes},
booktitle = {Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier
- 01 f{\'{e}}vrier 2013, Toulouse, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-24}},
pages = {335--340},
publisher = {Hermann-{\'{E}}ditions},
year = {2013},
url = {http://editions-rnti.fr/?inprocid=1001853},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/EghoRCBJN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaldersKKAZ13,
author = {Toon Calders and
Asim Karim and
Faisal Kamiran and
Wasif Ali and
Xiangliang Zhang},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Controlling Attribute Effect in Linear Regression},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {71--80},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.114},
doi = {10.1109/ICDM.2013.114},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CaldersKKAZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KiselevaLPC13,
author = {Julia Kiseleva and
Hoang Thanh Lam and
Mykola Pechenizkiy and
Toon Calders},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Predicting Current User Intent with Contextual Markov Models},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {391--398},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.143},
doi = {10.1109/ICDMW.2013.143},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KiselevaLPC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LamCYMF13,
author = {Hoang Thanh Lam and
Toon Calders and
Jie Yang and
Fabian M{\"{o}}rchen and
Dmitriy Fradkin},
editor = {Duen Horng Chau and
Jilles Vreeken and
Matthijs van Leeuwen and
Christos Faloutsos},
title = {Zips: mining compressing sequential patterns in streams},
booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Interactive Data Exploration
and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013},
pages = {54--62},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2501511.2501520},
doi = {10.1145/2501511.2501520},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LamCYMF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KiselevaLPC13,
author = {Julia Kiseleva and
Hoang Thanh Lam and
Mykola Pechenizkiy and
Toon Calders},
editor = {Leslie Carr and
Alberto H. F. Laender and
Bernadette Farias L{\'{o}}scio and
Irwin King and
Marcus Fontoura and
Denny Vrandecic and
Lora Aroyo and
Jos{\'{e}} Palazzo M. de Oliveira and
Fernanda Lima and
Erik Wilde},
title = {Discovering temporal hidden contexts in web sessions for user trail
prediction},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013, Companion Volume},
pages = {1067--1074},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487788.2488120},
doi = {10.1145/2487788.2488120},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/KiselevaLPC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sapere/CaldersC13,
author = {Toon Calders and
Bart Custers},
editor = {Bart Custers and
Toon Calders and
Bart W. Schermer and
Tal Z. Zarsky},
title = {What Is Data Mining and How Does It Work?},
booktitle = {Discrimination and Privacy in the Information Society - Data Mining
and Profiling in Large Databases},
series = {Studies in Applied Philosophy, Epistemology and Rational Ethics},
volume = {3},
pages = {27--42},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30487-3\_2},
doi = {10.1007/978-3-642-30487-3\_2},
timestamp = {Sat, 19 Oct 2019 19:02:21 +0200},
biburl = {https://dblp.org/rec/series/sapere/CaldersC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sapere/CaldersZ13,
author = {Toon Calders and
Indre Zliobaite},
editor = {Bart Custers and
Toon Calders and
Bart W. Schermer and
Tal Z. Zarsky},
title = {Why Unbiased Computational Processes Can Lead to Discriminative Decision
Procedures},
booktitle = {Discrimination and Privacy in the Information Society - Data Mining
and Profiling in Large Databases},
series = {Studies in Applied Philosophy, Epistemology and Rational Ethics},
volume = {3},
pages = {43--57},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30487-3\_3},
doi = {10.1007/978-3-642-30487-3\_3},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sapere/CaldersZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sapere/KamiranCP13,
author = {Faisal Kamiran and
Toon Calders and
Mykola Pechenizkiy},
editor = {Bart Custers and
Toon Calders and
Bart W. Schermer and
Tal Z. Zarsky},
title = {Techniques for Discrimination-Free Predictive Models},
booktitle = {Discrimination and Privacy in the Information Society - Data Mining
and Profiling in Large Databases},
series = {Studies in Applied Philosophy, Epistemology and Rational Ethics},
volume = {3},
pages = {223--239},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30487-3\_12},
doi = {10.1007/978-3-642-30487-3\_12},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sapere/KamiranCP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sapere/VerwerC13,
author = {Sicco Verwer and
Toon Calders},
editor = {Bart Custers and
Toon Calders and
Bart W. Schermer and
Tal Z. Zarsky},
title = {Introducing Positive Discrimination in Predictive Models},
booktitle = {Discrimination and Privacy in the Information Society - Data Mining
and Profiling in Large Databases},
series = {Studies in Applied Philosophy, Epistemology and Rational Ethics},
volume = {3},
pages = {255--270},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30487-3\_14},
doi = {10.1007/978-3-642-30487-3\_14},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sapere/VerwerC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sapere/CustersCZS13,
author = {Bart Custers and
Toon Calders and
Tal Z. Zarsky and
Bart W. Schermer},
editor = {Bart Custers and
Toon Calders and
Bart W. Schermer and
Tal Z. Zarsky},
title = {The Way Forward},
booktitle = {Discrimination and Privacy in the Information Society - Data Mining
and Profiling in Large Databases},
series = {Studies in Applied Philosophy, Epistemology and Rational Ethics},
volume = {3},
pages = {341--357},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30487-3\_19},
doi = {10.1007/978-3-642-30487-3\_19},
timestamp = {Thu, 14 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sapere/CustersCZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sapere/2013-3,
editor = {Bart Custers and
Toon Calders and
Bart W. Schermer and
Tal Z. Zarsky},
title = {Discrimination and Privacy in the Information Society - Data Mining
and Profiling in Large Databases},
series = {Studies in Applied Philosophy, Epistemology and Rational Ethics},
volume = {3},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-30487-3},
doi = {10.1007/978-3-642-30487-3},
isbn = {978-3-642-30486-6},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sapere/2013-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BlockeelCFGPR12,
author = {Hendrik Blockeel and
Toon Calders and
{\'{E}}lisa Fromont and
Bart Goethals and
Adriana Prado and
C{\'{e}}line Robardet},
title = {An inductive database system based on virtual mining views},
journal = {Data Min. Knowl. Discov.},
volume = {24},
number = {1},
pages = {247--287},
year = {2012},
url = {https://doi.org/10.1007/s10618-011-0229-7},
doi = {10.1007/S10618-011-0229-7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/datamine/BlockeelCFGPR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Calders12,
author = {Toon Calders},
editor = {Nader H. Bshouty and
Gilles Stoltz and
Nicolas Vayatis and
Thomas Zeugmann},
title = {Recent Developments in Pattern Mining},
booktitle = {Algorithmic Learning Theory - 23rd International Conference, {ALT}
2012, Lyon, France, October 29-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7568},
pages = {34},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34106-9\_5},
doi = {10.1007/978-3-642-34106-9\_5},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/Calders12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/Calders12,
author = {Toon Calders},
editor = {Jean{-}Gabriel Ganascia and
Philippe Lenca and
Jean{-}Marc Petit},
title = {Recent Developments in Pattern Mining},
booktitle = {Discovery Science - 15th International Conference, {DS} 2012, Lyon,
France, October 29-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7569},
pages = {2},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33492-4\_2},
doi = {10.1007/978-3-642-33492-4\_2},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/Calders12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LamMFC12,
author = {Hoang Thanh Lam and
Fabian Moerchen and
Dmitriy Fradkin and
Toon Calders},
title = {Mining Compressing Sequential Patterns},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {319--330},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.28},
doi = {10.1137/1.9781611972825.28},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LamMFC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CaldersRD11,
author = {Toon Calders and
Jan Ramon and
Dries Van Dyck},
title = {All normalized anti-monotonic overlap graph measures are bounded},
journal = {Data Min. Knowl. Discov.},
volume = {23},
number = {3},
pages = {503--548},
year = {2011},
url = {https://doi.org/10.1007/s10618-011-0217-y},
doi = {10.1007/S10618-011-0217-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/CaldersRD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/KamiranC11,
author = {Faisal Kamiran and
Toon Calders},
title = {Data preprocessing techniques for classification without discrimination},
journal = {Knowl. Inf. Syst.},
volume = {33},
number = {1},
pages = {1--33},
year = {2011},
url = {https://doi.org/10.1007/s10115-011-0463-8},
doi = {10.1007/S10115-011-0463-8},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/KamiranC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/CaldersP11,
author = {Toon Calders and
Mykola Pechenizkiy},
title = {Introduction to the special section on educational data mining},
journal = {{SIGKDD} Explor.},
volume = {13},
number = {2},
pages = {3--6},
year = {2011},
url = {https://doi.org/10.1145/2207243.2207245},
doi = {10.1145/2207243.2207245},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/CaldersP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZliobaiteKC11,
author = {Indre Zliobaite and
Faisal Kamiran and
Toon Calders},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Handling Conditional Discrimination},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {992--1001},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.72},
doi = {10.1109/ICDM.2011.72},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZliobaiteKC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LamCP11,
author = {Hoang Thanh Lam and
Toon Calders and
Ninh Pham},
title = {Online Discovery of Top-k Similar Motifs in Time Series Data},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {1004--1015},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.86},
doi = {10.1137/1.9781611972818.86},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LamCP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/edm/2011,
editor = {Mykola Pechenizkiy and
Toon Calders and
Cristina Conati and
Sebasti{\'{a}}n Ventura and
Crist{\'{o}}bal Romero and
John C. Stamper},
title = {Proceedings of the 4th International Conference on Educational Data
Mining, Eindhoven, The Netherlands, July 6-8, 2011},
publisher = {www.educationaldatamining.org},
year = {2011},
isbn = {978-90-386-2537-9},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/edm/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CaldersV10,
author = {Toon Calders and
Sicco Verwer},
title = {Three naive Bayes approaches for discrimination-free classification},
journal = {Data Min. Knowl. Discov.},
volume = {21},
number = {2},
pages = {277--292},
year = {2010},
url = {https://doi.org/10.1007/s10618-010-0190-x},
doi = {10.1007/S10618-010-0190-X},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/CaldersV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaldersGG10,
author = {Toon Calders and
Calin Garboni and
Bart Goethals},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Approximation of Frequentness Probability of Itemsets in Uncertain
Data},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {749--754},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.42},
doi = {10.1109/ICDM.2010.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CaldersGG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KamiranCP10,
author = {Faisal Kamiran and
Toon Calders and
Mykola Pechenizkiy},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Discrimination Aware Decision Tree Learning},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {869--874},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.50},
doi = {10.1109/ICDM.2010.50},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/KamiranCP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/KnobbeBKCOBGKK10,
author = {Arno J. Knobbe and
Hendrik Blockeel and
Arne Koopman and
Toon Calders and
Bas Obladen and
Carlos Bosma and
Hessel Galenkamp and
Eddy Koenders and
Joost N. Kok},
editor = {Paul R. Cohen and
Niall M. Adams and
Michael R. Berthold},
title = {InfraWatch: Data Management of Large Systems for Monitoring Infrastructural
Performance},
booktitle = {Advances in Intelligent Data Analysis IX, 9th International Symposium,
{IDA} 2010, Tucson, AZ, USA, May 19-21, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6065},
pages = {91--102},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13062-5\_10},
doi = {10.1007/978-3-642-13062-5\_10},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/KnobbeBKCOBGKK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LamC10,
author = {Hoang Thanh Lam and
Toon Calders},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Mining top-k frequent items in a data stream with flexible sliding
windows},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {283--292},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835842},
doi = {10.1145/1835804.1835842},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LamC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/CaldersGG10,
author = {Toon Calders and
Calin Garboni and
Bart Goethals},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Efficient Pattern Mining of Uncertain Data with Sampling},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6118},
pages = {480--487},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13657-3\_51},
doi = {10.1007/978-3-642-13657-3\_51},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/CaldersGG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/BlockeelCFGPR10,
author = {Hendrik Blockeel and
Toon Calders and
{\'{E}}lisa Fromont and
Bart Goethals and
Adriana Prado and
C{\'{e}}line Robardet},
editor = {Saso Dzeroski and
Bart Goethals and
Pance Panov},
title = {A Practical Comparative Study Of Data Mining Query Languages},
booktitle = {Inductive Databases and Constraint-Based Data Mining},
pages = {59--77},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-7738-0\_3},
doi = {10.1007/978-1-4419-7738-0\_3},
timestamp = {Sat, 09 Apr 2022 12:20:03 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/BlockeelCFGPR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/BlockeelCFPGR10,
author = {Hendrik Blockeel and
Toon Calders and
{\'{E}}lisa Fromont and
Adriana Prado and
Bart Goethals and
C{\'{e}}line Robardet},
editor = {Saso Dzeroski and
Bart Goethals and
Pance Panov},
title = {Inductive Querying with Virtual Mining Views},
booktitle = {Inductive Databases and Constraint-Based Data Mining},
pages = {265--287},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-1-4419-7738-0\_11},
doi = {10.1007/978-1-4419-7738-0\_11},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/p/BlockeelCFPGR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaldersKP09,
author = {Toon Calders and
Faisal Kamiran and
Mykola Pechenizkiy},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Building Classifiers with Independency Constraints},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {13--18},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.83},
doi = {10.1109/ICDMW.2009.83},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CaldersKP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/CaldersGPR09,
author = {Toon Calders and
Christian W. G{\"{u}}nther and
Mykola Pechenizkiy and
Anne Rozinat},
editor = {Sung Y. Shin and
Sascha Ossowski},
title = {Using minimum description length for process mining},
booktitle = {Proceedings of the 2009 {ACM} Symposium on Applied Computing (SAC),
Honolulu, Hawaii, USA, March 9-12, 2009},
pages = {1451--1455},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1529282.1529606},
doi = {10.1145/1529282.1529606},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/CaldersGPR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/RaissiCP08,
author = {Chedy Ra{\"{\i}}ssi and
Toon Calders and
Pascal Poncelet},
title = {Mining conjunctive sequential patterns},
journal = {Data Min. Knowl. Discov.},
volume = {17},
number = {1},
pages = {77--93},
year = {2008},
url = {https://doi.org/10.1007/s10618-008-0108-z},
doi = {10.1007/S10618-008-0108-Z},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/RaissiCP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/CaldersDG08,
author = {Toon Calders and
Nele Dexters and
Bart Goethals},
title = {Mining frequent items in a stream using flexible windows},
journal = {Intell. Data Anal.},
volume = {12},
number = {3},
pages = {293--304},
year = {2008},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00329},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/CaldersDG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/Calders08,
author = {Toon Calders},
title = {Itemset frequency satisfiability: Complexity and axiomatization},
journal = {Theor. Comput. Sci.},
volume = {394},
number = {1-2},
pages = {84--111},
year = {2008},
url = {https://doi.org/10.1016/j.tcs.2007.11.003},
doi = {10.1016/J.TCS.2007.11.003},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/Calders08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PechenizkiyCVB08,
author = {Mykola Pechenizkiy and
Toon Calders and
Ekaterina Vasilyeva and
Paul De Bra},
editor = {Ryan Shaun Joazeiro de Baker and
Tiffany Barnes and
Joseph E. Beck},
title = {Mining the Student Assessment Data: Lessons Drawn from a Small Scale
Case Study},
booktitle = {Educational Data Mining 2008, The 1st International Conference on
Educational Data Mining, Montreal, Qu{\'{e}}bec, Canada, June
20-21, 2008. Proceedings},
pages = {187--191},
publisher = {www.educationaldatamining.org},
year = {2008},
url = {http://www.educationaldatamining.org/EDM2008/uploads/proc/20\_Pechenizkiy\_26.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/PechenizkiyCVB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/BlockeelCFGP08,
author = {Hendrik Blockeel and
Toon Calders and
{\'{E}}lisa Fromont and
Bart Goethals and
Adriana Prado},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {Mining Views: Database Views for Data Mining},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {1608--1611},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497633},
doi = {10.1109/ICDE.2008.4497633},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/BlockeelCFGP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaldersRD08,
author = {Toon Calders and
Jan Ramon and
Dries Van Dyck},
title = {Anti-monotonic Overlap-Graph Support Measures},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {73--82},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.114},
doi = {10.1109/ICDM.2008.114},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CaldersRD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BlockeelCFGPR08,
author = {Hendrik Blockeel and
Toon Calders and
{\'{E}}lisa Fromont and
Bart Goethals and
Adriana Prado and
C{\'{e}}line Robardet},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {An inductive database prototype based on virtual mining views},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {1061--1064},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1402019},
doi = {10.1145/1401890.1402019},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BlockeelCFGPR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RaissiCP08,
author = {Chedy Ra{\"{\i}}ssi and
Toon Calders and
Pascal Poncelet},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Mining Conjunctive Sequential Patterns},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5211},
pages = {19},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87479-9\_17},
doi = {10.1007/978-3-540-87479-9\_17},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RaissiCP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/acta/Calders07,
author = {Toon Calders},
title = {The complexity of satisfying constraints on databases of transactions},
journal = {Acta Informatica},
volume = {44},
number = {7-8},
pages = {591--624},
year = {2007},
url = {https://doi.org/10.1007/s00236-007-0060-1},
doi = {10.1007/S00236-007-0060-1},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/acta/Calders07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CaldersG07,
author = {Toon Calders and
Bart Goethals},
title = {Non-derivable itemset mining},
journal = {Data Min. Knowl. Discov.},
volume = {14},
number = {1},
pages = {171--206},
year = {2007},
url = {https://doi.org/10.1007/s10618-006-0054-6},
doi = {10.1007/S10618-006-0054-6},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/CaldersG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/modulad/CaldersDG07,
author = {Toon Calders and
Nele Dexters and
Bart Goethals},
title = {A new support measure for items in streams},
journal = {Monde des Util. Anal. Donn{\'{e}}es},
volume = {36},
pages = {37--41},
year = {2007},
url = {http://editions-rnti.fr/?inprocid=1001737},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/modulad/CaldersDG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalt/BeckCPV07,
author = {Joseph E. Beck and
Toon Calders and
Mykola Pechenizkiy and
Silvia Rita Viola},
editor = {J. Michael Spector and
Demetrios G. Sampson and
Toshio Okamoto and
Kinshuk and
Stefano A. Cerri and
Maomi Ueno and
Akihiro Kashihara},
title = {Workshop on Educational Data Mining @ {ICALT07} (EDM@ICALT07)},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Advanced
Learning Technologies, {ICALT} 2007, Niigata, Japan, July 18-20, 2007},
pages = {933--934},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICALT.2007.286},
doi = {10.1109/ICALT.2007.286},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icalt/BeckCPV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CaldersDG07,
author = {Toon Calders and
Nele Dexters and
Bart Goethals},
title = {Mining Frequent Itemsets in a Stream},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {83--92},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.66},
doi = {10.1109/ICDM.2007.66},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CaldersDG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CaldersJ07,
author = {Toon Calders and
Szymon Jaroszewicz},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Efficient {AUC} Optimization for Classification},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2007, 11th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Warsaw,
Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4702},
pages = {42--53},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74976-9\_8},
doi = {10.1007/978-3-540-74976-9\_8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CaldersJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/CaldersGM07,
author = {Toon Calders and
Bart Goethals and
Michael Mampaey},
editor = {Yookun Cho and
Roger L. Wainwright and
Hisham Haddad and
Sung Y. Shin and
Yong Wan Koo},
title = {Mining itemsets in the presence of missing values},
booktitle = {Proceedings of the 2007 {ACM} Symposium on Applied Computing (SAC),
Seoul, Korea, March 11-15, 2007},
pages = {404--408},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1244002.1244097},
doi = {10.1145/1244002.1244097},
timestamp = {Sun, 02 Jun 2019 21:18:37 +0200},
biburl = {https://dblp.org/rec/conf/sac/CaldersGM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/CaldersLNP06,
author = {Toon Calders and
Laks V. S. Lakshmanan and
Raymond T. Ng and
Jan Paredaens},
title = {Expressive power of an algebra for data mining},
journal = {{ACM} Trans. Database Syst.},
volume = {31},
number = {4},
pages = {1169--1214},
year = {2006},
url = {https://doi.org/10.1145/1189769.1189770},
doi = {10.1145/1189769.1189770},
timestamp = {Thu, 09 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/CaldersLNP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/CaldersGJ06,
author = {Toon Calders and
Bart Goethals and
Szymon Jaroszewicz},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Mining rank-correlated sets of numerical attributes},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {96--105},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150417},
doi = {10.1145/1150402.1150417},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/CaldersGJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CaldersGP06,
author = {Toon Calders and
Bart Goethals and
Adriana Prado},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Integrating Pattern Mining in Relational Databases},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {454--461},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_43},
doi = {10.1007/11871637\_43},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CaldersGP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/CaldersDHP06,
author = {Toon Calders and
Stijn Dekeyser and
Jan Hidders and
Jan Paredaens},
editor = {Stijn Vansummeren},
title = {Analyzing workflows implied by instance-dependent access rules},
booktitle = {Proceedings of the Twenty-Fifth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 26-28, 2006, Chicago, Illinois,
{USA}},
pages = {100--109},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1142351.1142365},
doi = {10.1145/1142351.1142365},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/CaldersDHP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csmr/ZaidmanCDP05,
author = {Andy Zaidman and
Toon Calders and
Serge Demeyer and
Jan Paredaens},
title = {Applying Webmining Techniques to Execution Traces to Support the Program
Comprehension Process},
booktitle = {9th European Conference on Software Maintenance and Reengineering
{(CSMR} 2005), 21-23 March 2005, Manchester, UK, Proceedings},
pages = {134--142},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CSMR.2005.12},
doi = {10.1109/CSMR.2005.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csmr/ZaidmanCDP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdid/CaldersG05,
author = {Toon Calders and
Bart Goethals},
editor = {Francesco Bonchi and
Jean{-}Fran{\c{c}}ois Boulicaut},
title = {Quick Inclusion-Exclusion},
booktitle = {Knowledge Discovery in Inductive Databases, 4th International Workshop,
{KDID} 2005, Porto, Portugal, October 3, 2005, Revised Selected and
Invited Papers},
series = {Lecture Notes in Computer Science},
volume = {3933},
pages = {86--103},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11733492\_6},
doi = {10.1007/11733492\_6},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/kdid/CaldersG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaldersG05,
author = {Toon Calders and
Bart Goethals},
editor = {Hillol Kargupta and
Jaideep Srivastava and
Chandrika Kamath and
Arnold Goodman},
title = {Depth-First Non-Derivable Itemset Mining},
booktitle = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
{SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
pages = {250--261},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9781611972757.23},
doi = {10.1137/1.9781611972757.23},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CaldersG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinq/CaldersRB04,
author = {Toon Calders and
Christophe Rigotti and
Jean{-}Fran{\c{c}}ois Boulicaut},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Luc De Raedt and
Heikki Mannila},
title = {A Survey on Condensed Representations for Frequent Sets},
booktitle = {Constraint-Based Mining and Inductive Databases, European Workshop
on Inductive Databases and Constraint Based Mining, Hinterzarten,
Germany, March 11-13, 2004, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3848},
pages = {64--80},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/11615576\_4},
doi = {10.1007/11615576\_4},
timestamp = {Sun, 25 Oct 2020 22:35:10 +0100},
biburl = {https://dblp.org/rec/conf/cinq/CaldersRB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdid/DextersC04,
author = {Nele Dexters and
Toon Calders},
editor = {Bart Goethals and
Arno Siebes},
title = {Theoretical Bounds on the Size of Condensed Representations},
booktitle = {{KDID} 2004, Knowledge Discovery in Inductive Databases, Proceedings
of the Third International Workshop on Knowledge Discovery inInductive
Databases, Pisa, Italy, September 20, 2004, Revised Selected and Invited
Papers},
series = {Lecture Notes in Computer Science},
volume = {3377},
pages = {46--65},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-31841-5\_4},
doi = {10.1007/978-3-540-31841-5\_4},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/kdid/DextersC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/Calders04,
author = {Toon Calders},
editor = {Catriel Beeri and
Alin Deutsch},
title = {Computational Complexity of Itemset Frequency Satisfiability},
booktitle = {Proceedings of the Twenty-third {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 14-16, 2004, Paris, France},
pages = {143--154},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1055558.1055580},
doi = {10.1145/1055558.1055580},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/Calders04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/cinq/Calders04,
author = {Toon Calders},
editor = {Rosa Meo and
Pier Luca Lanzi and
Mika Klemettinen},
title = {Deducing Bounds on the Support of Itemsets},
booktitle = {Database Support for Data Mining Applications: Discovering Knowledge
with Inductive Queries},
series = {Lecture Notes in Computer Science},
volume = {2682},
pages = {214--233},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-44497-8\_11},
doi = {10.1007/978-3-540-44497-8\_11},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/cinq/Calders04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/CaldersP03,
author = {Toon Calders and
Jan Paredaens},
title = {Axiomatization of frequent itemsets},
journal = {Theor. Comput. Sci.},
volume = {290},
number = {1},
pages = {669--693},
year = {2003},
url = {https://doi.org/10.1016/S0304-3975(02)00081-6},
doi = {10.1016/S0304-3975(02)00081-6},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/CaldersP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CaldersG03,
author = {Toon Calders and
Bart Goethals},
editor = {Nada Lavrac and
Dragan Gamberger and
Hendrik Blockeel and
Ljupco Todorovski},
title = {Minimal \emph{k}-Free Representations of Frequent Sets},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2838},
pages = {71--82},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39804-2\_9},
doi = {10.1007/978-3-540-39804-2\_9},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CaldersG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/CaldersNW02,
author = {Toon Calders and
Raymond T. Ng and
Jef Wijsen},
title = {Searching for dependencies at multiple abstraction levels},
journal = {{ACM} Trans. Database Syst.},
volume = {27},
number = {3},
pages = {229--260},
year = {2002},
url = {https://doi.org/10.1145/581751.581752},
doi = {10.1145/581751.581752},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tods/CaldersNW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CaldersG02,
author = {Toon Calders and
Bart Goethals},
editor = {Tapio Elomaa and
Heikki Mannila and
Hannu Toivonen},
title = {Mining All Non-derivable Frequent Itemsets},
booktitle = {Principles of Data Mining and Knowledge Discovery, 6th European Conference,
{PKDD} 2002, Helsinki, Finland, August 19-23, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2431},
pages = {74--85},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45681-3\_7},
doi = {10.1007/3-540-45681-3\_7},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CaldersG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-DB-0206004,
author = {Toon Calders and
Bart Goethals},
title = {Mining All Non-Derivable Frequent Itemsets},
journal = {CoRR},
volume = {cs.DB/0206004},
year = {2002},
url = {https://arxiv.org/abs/cs/0206004},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-DB-0206004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dbpl/CaldersW01,
author = {Toon Calders and
Jef Wijsen},
editor = {Giorgio Ghelli and
G{\"{o}}sta Grahne},
title = {On Monotone Data Mining Languages},
booktitle = {Database Programming Languages, 8th International Workshop, {DBPL}
2001, Frascati, Italy, September 8-10, 2001, Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {2397},
pages = {119--132},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-46093-4\_7},
doi = {10.1007/3-540-46093-4\_7},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/dbpl/CaldersW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdt/CaldersP01,
author = {Toon Calders and
Jan Paredaens},
editor = {Jan Van den Bussche and
Victor Vianu},
title = {Axiomatization of Frequent Sets},
booktitle = {Database Theory - {ICDT} 2001, 8th International Conference, London,
UK, January 4-6, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1973},
pages = {204--218},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44503-X\_14},
doi = {10.1007/3-540-44503-X\_14},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/icdt/CaldersP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/CaldersP00,
author = {Toon Calders and
Jan Paredaens},
editor = {Yahiko Kambayashi and
Mukesh K. Mohania and
A Min Tjoa},
title = {Mining Frequent Binary Expressions},
booktitle = {Data Warehousing and Knowledge Discovery, Second International Conference,
DaWaK 2000, London, UK, September 4-6, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1874},
pages = {399--408},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44466-1\_40},
doi = {10.1007/3-540-44466-1\_40},
timestamp = {Tue, 29 Dec 2020 18:32:27 +0100},
biburl = {https://dblp.org/rec/conf/dawak/CaldersP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WijsenNC99,
author = {Jef Wijsen and
Raymond T. Ng and
Toon Calders},
editor = {Usama M. Fayyad and
Surajit Chaudhuri and
David Madigan},
title = {Discovering Roll-Up Dependencies},
booktitle = {Proceedings of the Fifth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 15-18,
1999},
pages = {213--222},
publisher = {{ACM}},
year = {1999},
url = {https://doi.org/10.1145/312129.312232},
doi = {10.1145/312129.312232},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WijsenNC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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