Stop the war!
Остановите войну!
for scientists:
default search action
BibTeX records: Niek Tax
@inproceedings{DBLP:conf/nips/WatsonOTMG23, author = {David S. Watson and Joshua O'Hara and Niek Tax and Richard Mudd and Ido Guy}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Explaining Predictive Uncertainty with Information Theoretic Shapley Values}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/16e4be78e61a3897665fa01504e9f452-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WatsonOTMG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MatsubaraTMG23, author = {Takuo Matsubara and Niek Tax and Richard Mudd and Ido Guy}, editor = {Robin J. Evans and Ilya Shpitser}, title = {{TCE:} {A} Test-Based Approach to Measuring Calibration Error}, booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August 2023, Pittsburgh, PA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {216}, pages = {1390--1400}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v216/matsubara23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/uai/MatsubaraTMG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-05724, author = {David S. Watson and Joshua O'Hara and Niek Tax and Richard Mudd and Ido Guy}, title = {Explaining Predictive Uncertainty with Information Theoretic Shapley Values}, journal = {CoRR}, volume = {abs/2306.05724}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.05724}, doi = {10.48550/ARXIV.2306.05724}, eprinttype = {arXiv}, eprint = {2306.05724}, timestamp = {Wed, 14 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-05724.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-14343, author = {Takuo Matsubara and Niek Tax and Richard Mudd and Ido Guy}, title = {{TCE:} {A} Test-Based Approach to Measuring Calibration Error}, journal = {CoRR}, volume = {abs/2306.14343}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.14343}, doi = {10.48550/ARXIV.2306.14343}, eprinttype = {arXiv}, eprint = {2306.14343}, timestamp = {Wed, 28 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-14343.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-08150, author = {Thomas Robinson and Niek Tax and Richard Mudd and Ido Guy}, title = {Active learning with biased non-response to label requests}, journal = {CoRR}, volume = {abs/2312.08150}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.08150}, doi = {10.48550/ARXIV.2312.08150}, eprinttype = {arXiv}, eprint = {2312.08150}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-08150.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-13927, author = {Daniel Haimovich and Dima Karamshuk and Fridolin Linder and Niek Tax and Milan Vojnovic}, title = {On the convergence of loss and uncertainty-based active learning algorithms}, journal = {CoRR}, volume = {abs/2312.13927}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.13927}, doi = {10.48550/ARXIV.2312.13927}, eprinttype = {arXiv}, eprint = {2312.13927}, timestamp = {Wed, 17 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-13927.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/Fahrenkrog-Petersen22, author = {Stephan A. Fahrenkrog{-}Petersen and Niek Tax and Irene Teinemaa and Marlon Dumas and Massimiliano de Leoni and Fabrizio Maria Maggi and Matthias Weidlich}, title = {Fire now, fire later: alarm-based systems for prescriptive process monitoring}, journal = {Knowl. Inf. Syst.}, volume = {64}, number = {2}, pages = {559--587}, year = {2022}, url = {https://doi.org/10.1007/s10115-021-01633-w}, doi = {10.1007/S10115-021-01633-W}, timestamp = {Fri, 26 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kais/Fahrenkrog-Petersen22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caise/LeemansT22, author = {Sander J. J. Leemans and Niek Tax}, editor = {Xavier Franch and Geert Poels and Frederik Gailly and Monique Snoeck}, title = {Causal Reasoning over Control-Flow Decisions in Process Models}, booktitle = {Advanced Information Systems Engineering - 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6-10, 2022, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13295}, pages = {183--200}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-07472-1\_11}, doi = {10.1007/978-3-031-07472-1\_11}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/caise/LeemansT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-01979, author = {Niek Tax and Kees Jan de Vries and Mathijs de Jong and Nikoleta Dosoula and Bram van den Akker and Jon Smith and Olivier Thuong and Lucas Bernardi}, title = {Machine Learning for Fraud Detection in E-Commerce: {A} Research Agenda}, journal = {CoRR}, volume = {abs/2107.01979}, year = {2021}, url = {https://arxiv.org/abs/2107.01979}, eprinttype = {arXiv}, eprint = {2107.01979}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-01979.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sosym/TaxTZ20, author = {Niek Tax and Irene Teinemaa and Sebastiaan J. van Zelst}, title = {An interdisciplinary comparison of sequence modeling methods for next-element prediction}, journal = {Softw. Syst. Model.}, volume = {19}, number = {6}, pages = {1345--1365}, year = {2020}, url = {https://doi.org/10.1007/s10270-020-00789-3}, doi = {10.1007/S10270-020-00789-3}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sosym/TaxTZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jaise/TaxASHA19, author = {Niek Tax and Emin Alasgarov and Natalia Sidorova and Reinder Haakma and Wil M. P. van der Aalst}, title = {Generating time-based label refinements to discover more precise process models}, journal = {J. Ambient Intell. Smart Environ.}, volume = {11}, number = {2}, pages = {165--182}, year = {2019}, url = {https://doi.org/10.3233/AIS-190519}, doi = {10.3233/AIS-190519}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jaise/TaxASHA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jiis/TaxSA19, author = {Niek Tax and Natalia Sidorova and Wil M. P. van der Aalst}, title = {Discovering more precise process models from event logs by filtering out chaotic activities}, journal = {J. Intell. Inf. Syst.}, volume = {52}, number = {1}, pages = {107--139}, year = {2019}, url = {https://doi.org/10.1007/s10844-018-0507-6}, doi = {10.1007/S10844-018-0507-6}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jiis/TaxSA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/topnoc/SyringTA19, author = {Anja F. Syring and Niek Tax and Wil M. P. van der Aalst}, title = {Evaluating Conformance Measures in Process Mining Using Conformance Propositions}, journal = {Trans. Petri Nets Other Model. Concurr.}, volume = {14}, pages = {192--221}, year = {2019}, url = {https://doi.org/10.1007/978-3-662-60651-3\_8}, doi = {10.1007/978-3-662-60651-3\_8}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/topnoc/SyringTA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-09568, author = {Stephan A. Fahrenkrog{-}Petersen and Niek Tax and Irene Teinemaa and Marlon Dumas and Massimiliano de Leoni and Fabrizio Maria Maggi and Matthias Weidlich}, title = {Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring}, journal = {CoRR}, volume = {abs/1905.09568}, year = {2019}, url = {http://arxiv.org/abs/1905.09568}, eprinttype = {arXiv}, eprint = {1905.09568}, timestamp = {Fri, 26 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-09568.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-01421, author = {Niek Tax}, title = {Mining Insights from Weakly-Structured Event Data}, journal = {CoRR}, volume = {abs/1909.01421}, year = {2019}, url = {http://arxiv.org/abs/1909.01421}, eprinttype = {arXiv}, eprint = {1909.01421}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-01421.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-02393, author = {Anja F. Syring and Niek Tax and Wil M. P. van der Aalst}, title = {Evaluating Conformance Measures in Process Mining using Conformance Propositions (Extended version)}, journal = {CoRR}, volume = {abs/1909.02393}, year = {2019}, url = {http://arxiv.org/abs/1909.02393}, eprinttype = {arXiv}, eprint = {1909.02393}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-02393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipl/TaxLSFA18, author = {Niek Tax and Xixi Lu and Natalia Sidorova and Dirk Fahland and Wil M. P. van der Aalst}, title = {The imprecisions of precision measures in process mining}, journal = {Inf. Process. Lett.}, volume = {135}, pages = {1--8}, year = {2018}, url = {https://doi.org/10.1016/j.ipl.2018.01.013}, doi = {10.1016/J.IPL.2018.01.013}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipl/TaxLSFA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/is/TaxDSAN18, author = {Niek Tax and Benjamin Dalmas and Natalia Sidorova and Wil M. P. van der Aalst and Sylvie Norre}, title = {Interest-driven discovery of local process models}, journal = {Inf. Syst.}, volume = {77}, pages = {105--117}, year = {2018}, url = {https://doi.org/10.1016/j.is.2018.04.006}, doi = {10.1016/J.IS.2018.04.006}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/is/TaxDSAN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/topnoc/DalmasTN18, author = {Benjamin Dalmas and Niek Tax and Sylvie Norre}, title = {Heuristic Mining Approaches for High-Utility Local Process Models}, journal = {Trans. Petri Nets Other Model. Concurr.}, volume = {13}, pages = {27--51}, year = {2018}, url = {https://doi.org/10.1007/978-3-662-58381-4\_2}, doi = {10.1007/978-3-662-58381-4\_2}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/topnoc/DalmasTN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apn/TaxSAH18, author = {Niek Tax and Natalia Sidorova and Wil M. P. van der Aalst and Reinder Haakma}, editor = {Victor Khomenko and Olivier H. Roux}, title = {LocalProcessModelDiscovery: Bringing Petri Nets to the Pattern Mining World}, booktitle = {Application and Theory of Petri Nets and Concurrency - 39th International Conference, {PETRI} {NETS} 2018, Bratislava, Slovakia, June 24-29, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10877}, pages = {374--384}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-91268-4\_20}, doi = {10.1007/978-3-319-91268-4\_20}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/apn/TaxSAH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/TeinemaaTLDM18, author = {Irene Teinemaa and Niek Tax and Massimiliano de Leoni and Marlon Dumas and Fabrizio Maria Maggi}, editor = {Mathias Weske and Marco Montali and Ingo Weber and Jan vom Brocke}, title = {Alarm-Based Prescriptive Process Monitoring}, booktitle = {Business Process Management Forum - {BPM} Forum 2018, Sydney, NSW, Australia, September 9-14, 2018, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {329}, pages = {91--107}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-98651-7\_6}, doi = {10.1007/978-3-319-98651-7\_6}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bpm/TeinemaaTLDM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caise/TaxZT18, author = {Niek Tax and Sebastiaan J. van Zelst and Irene Teinemaa}, editor = {Jens Gulden and Iris Reinhartz{-}Berger and Rainer Schmidt and S{\'{e}}rgio Guerreiro and Wided Gu{\'{e}}dria and Palash Bera}, title = {An Experimental Evaluation of the Generalizing Capabilities of Process Discovery Techniques and Black-Box Sequence Models}, booktitle = {Enterprise, Business-Process and Information Systems Modeling - 19th International Conference, {BPMDS} 2018, 23rd International Conference, {EMMSAD} 2018, Held at CAiSE 2018, Tallinn, Estonia, June 11-12, 2018, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {318}, pages = {165--180}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-91704-7\_11}, doi = {10.1007/978-3-319-91704-7\_11}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/caise/TaxZT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/intenv/Tax18, author = {Niek Tax}, title = {Human Activity Prediction in Smart Home Environments with {LSTM} Neural Networks}, booktitle = {14th International Conference on Intelligent Environments, {IE} 2018, Roma, Italy, June 25-28, 2018}, pages = {40--47}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/IE.2018.00014}, doi = {10.1109/IE.2018.00014}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/intenv/Tax18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/intenv/TaxSHA18, author = {Niek Tax and Natalia Sidorova and Reinder Haakma and Wil M. P. van der Aalst}, title = {Mining Local Process Models with Constraints Efficiently: Applications to the Analysis of Smart Home Data}, booktitle = {14th International Conference on Intelligent Environments, {IE} 2018, Roma, Italy, June 25-28, 2018}, pages = {56--63}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/IE.2018.00016}, doi = {10.1109/IE.2018.00016}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/intenv/TaxSHA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/otm/LeemansTH18, author = {Sander J. J. Leemans and Niek Tax and Arthur H. M. ter Hofstede}, editor = {Herv{\'{e}} Panetto and Christophe Debruyne and Henderik A. Proper and Claudio Agostino Ardagna and Dumitru Roman and Robert Meersman}, title = {Indulpet Miner: Combining Discovery Algorithms}, booktitle = {On the Move to Meaningful Internet Systems. {OTM} 2018 Conferences - Confederated International Conferences: CoopIS, C{\&}TC, and {ODBASE} 2018, Valletta, Malta, October 22-26, 2018, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11229}, pages = {97--115}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-02610-3\_6}, doi = {10.1007/978-3-030-02610-3\_6}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/otm/LeemansTH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-08706, author = {Irene Teinemaa and Niek Tax and Massimiliano de Leoni and Marlon Dumas and Fabrizio Maria Maggi}, title = {Foundations of Prescriptive Process Monitoring}, journal = {CoRR}, volume = {abs/1803.08706}, year = {2018}, url = {http://arxiv.org/abs/1803.08706}, eprinttype = {arXiv}, eprint = {1803.08706}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-08706.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-04288, author = {Irene Teinemaa and Niek Tax and Carlos Bentes}, title = {Automatic Playlist Continuation through a Composition of Collaborative Filters}, journal = {CoRR}, volume = {abs/1808.04288}, year = {2018}, url = {http://arxiv.org/abs/1808.04288}, eprinttype = {arXiv}, eprint = {1808.04288}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-04288.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-00062, author = {Niek Tax and Irene Teinemaa and Sebastiaan J. van Zelst}, title = {An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction}, journal = {CoRR}, volume = {abs/1811.00062}, year = {2018}, url = {http://arxiv.org/abs/1811.00062}, eprinttype = {arXiv}, eprint = {1811.00062}, timestamp = {Mon, 26 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-00062.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apn/DalmasTN17, author = {Benjamin Dalmas and Niek Tax and Sylvie Norre}, editor = {Wil M. P. van der Aalst and Robin Bergenthum and Josep Carmona}, title = {Heuristics for High-Utility Local Process Model Mining}, booktitle = {Proceedings of the International Workshop on Algorithms {\&} Theories for the Analysis of Event Data 2017 Satellite event of the conferences: 38th International Conference on Application and Theory of Petri Nets and Concurrency Petri Nets 2017 and 17th International Conference on Application of Concurrency to System Design {ACSD} 2017, Zaragoza, Spain, June 26-27, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {1847}, pages = {106--121}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-1847/paper08.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:38 +0100}, biburl = {https://dblp.org/rec/conf/apn/DalmasTN17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caise/TaxVRD17, author = {Niek Tax and Ilya Verenich and Marcello La Rosa and Marlon Dumas}, editor = {Eric Dubois and Klaus Pohl}, title = {Predictive Business Process Monitoring with {LSTM} Neural Networks}, booktitle = {Advanced Information Systems Engineering - 29th International Conference, CAiSE 2017, Essen, Germany, June 12-16, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10253}, pages = {477--492}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-59536-8\_30}, doi = {10.1007/978-3-319-59536-8\_30}, timestamp = {Tue, 12 Sep 2023 07:57:22 +0200}, biburl = {https://dblp.org/rec/conf/caise/TaxVRD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emisa/MannhardtT17, author = {Felix Mannhardt and Niek Tax}, editor = {Jens Gulden and Selmin Nurcan and Iris Reinhartz{-}Berger and Wided Gu{\'{e}}dria and Palash Bera and S{\'{e}}rgio Guerreiro and Michael Fellmann and Matthias Weidlich}, title = {Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models}, booktitle = {Joint Proceedings of the Radar tracks at the 18th International Working Conference on Business Process Modeling, Development and Support (BPMDS), and the 22nd International Working Conference on Evaluation and Modeling Methods for Systems Analysis and Development (EMMSAD), and the 8th International Workshop on Enterprise Modeling and Information Systems Architectures {(EMISA)} co-located with the 29th International Conference on Advanced Information Systems Engineering 2017 (CAiSE 2017), Essen, Germany, June 12-13, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {1859}, pages = {55--63}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-1859/bpmds-06-paper.pdf}, timestamp = {Fri, 26 May 2023 07:40:34 +0200}, biburl = {https://dblp.org/rec/conf/emisa/MannhardtT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictir/HiemstraTB17, author = {Djoerd Hiemstra and Niek Tax and Sander Bockting}, editor = {Nicola Ferro and Claudio Lucchese and Maria Maistro and Raffaele Perego}, title = {Ranking Learning-to-Rank Methods}, booktitle = {Proceedings of the 1st International Workshop on LEARning Next gEneration Rankers co-located with the 3rd {ACM} International Conference on the Theory of Information Retrieval {(ICTIR} 2017), Amsterdam, The Netherlands, October 1, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {2007}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-2007/LEARNER2017\_keynote\_1.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:22 +0100}, biburl = {https://dblp.org/rec/conf/ictir/HiemstraTB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/simpda/TaxGZ17, author = {Niek Tax and Laura Genga and Nicola Zannone}, editor = {Paolo Ceravolo and Maurice van Keulen and Kilian Stoffel}, title = {On the Use of Hierarchical Subtrace Mining for Efficient Local Process Model Mining}, booktitle = {Proceedings of the 7th International Symposium on Data-driven Process Discovery and Analysis {(SIMPDA} 2017), Neuch{\^{a}}tel, Switzerland, December 6-8, 2017}, series = {{CEUR} Workshop Proceedings}, volume = {2016}, pages = {8--22}, publisher = {CEUR-WS.org}, year = {2017}, url = {https://ceur-ws.org/Vol-2016/paper2.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:35 +0100}, biburl = {https://dblp.org/rec/conf/simpda/TaxGZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/simpda/GengaTZ17, author = {Laura Genga and Niek Tax and Nicola Zannone}, editor = {Paolo Ceravolo and Maurice van Keulen and Kilian Stoffel}, title = {Mining Local Process Models and Their Correlations}, booktitle = {Data-Driven Process Discovery and Analysis - 7th {IFIP} {WG} 2.6 International Symposium, {SIMPDA} 2017, Neuchatel, Switzerland, December 6-8, 2017, Revised Selected Papers}, series = {Lecture Notes in Business Information Processing}, volume = {340}, pages = {65--88}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-030-11638-5\_4}, doi = {10.1007/978-3-030-11638-5\_4}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/simpda/GengaTZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxDSAN17, author = {Niek Tax and Benjamin Dalmas and Natalia Sidorova and Wil M. P. van der Aalst and Sylvie Norre}, title = {Interest-Driven Discovery of Local Process Models}, journal = {CoRR}, volume = {abs/1703.07116}, year = {2017}, url = {http://arxiv.org/abs/1703.07116}, eprinttype = {arXiv}, eprint = {1703.07116}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxDSAN17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MannhardtT17, author = {Felix Mannhardt and Niek Tax}, title = {Unsupervised Event Abstraction using Pattern Abstraction and Local Process Models}, journal = {CoRR}, volume = {abs/1704.03520}, year = {2017}, url = {http://arxiv.org/abs/1704.03520}, eprinttype = {arXiv}, eprint = {1704.03520}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MannhardtT17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxLSFA17, author = {Niek Tax and Xixi Lu and Natalia Sidorova and Dirk Fahland and Wil M. P. van der Aalst}, title = {The Imprecisions of Precision Measures in Process Mining}, journal = {CoRR}, volume = {abs/1705.03303}, year = {2017}, url = {http://arxiv.org/abs/1705.03303}, eprinttype = {arXiv}, eprint = {1705.03303}, timestamp = {Tue, 30 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxLSFA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxASAH17, author = {Niek Tax and Emin Alasgarov and Natalia Sidorova and Wil M. P. van der Aalst and Reinder Haakma}, title = {Time-Based Label Refinements to Discover More Precise Process Models}, journal = {CoRR}, volume = {abs/1705.09359}, year = {2017}, url = {http://arxiv.org/abs/1705.09359}, eprinttype = {arXiv}, eprint = {1705.09359}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxASAH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxSHA17, author = {Niek Tax and Natalia Sidorova and Reinder Haakma and Wil M. P. van der Aalst}, title = {Mining Process Model Descriptions of Daily Life through Event Abstraction}, journal = {CoRR}, volume = {abs/1705.10202}, year = {2017}, url = {http://arxiv.org/abs/1705.10202}, eprinttype = {arXiv}, eprint = {1705.10202}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxSHA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-01287, author = {Niek Tax and Natalia Sidorova and Wil M. P. van der Aalst}, title = {Discovering More Precise Process Models from Event Logs by Filtering Out Chaotic Activities}, journal = {CoRR}, volume = {abs/1711.01287}, year = {2017}, url = {http://arxiv.org/abs/1711.01287}, eprinttype = {arXiv}, eprint = {1711.01287}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-01287.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-04159, author = {Niek Tax and Marlon Dumas}, title = {Mining Non-Redundant Sets of Generalizing Patterns from Sequence Databases}, journal = {CoRR}, volume = {abs/1712.04159}, year = {2017}, url = {http://arxiv.org/abs/1712.04159}, eprinttype = {arXiv}, eprint = {1712.04159}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-04159.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jides/TaxSHA16, author = {Niek Tax and Natalia Sidorova and Reinder Haakma and Wil M. P. van der Aalst}, title = {Mining local process models}, journal = {J. Innov. Digit. Ecosyst.}, volume = {3}, number = {2}, pages = {183--196}, year = {2016}, url = {https://doi.org/10.1016/j.jides.2016.11.001}, doi = {10.1016/J.JIDES.2016.11.001}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jides/TaxSHA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/csp/TaxASH16, author = {Niek Tax and Emin Alasgarov and Natalia Sidorova and Reinder Haakma}, editor = {Bernd{-}Holger Schlingloff}, title = {On Generation of Time-based Label Refinements}, booktitle = {Proceedings of the 25th International Workshop on Concurrency, Specification and Programming, Rostock, Germany, September 28-30, 2016}, series = {{CEUR} Workshop Proceedings}, volume = {1698}, pages = {25--36}, publisher = {CEUR-WS.org}, year = {2016}, url = {https://ceur-ws.org/Vol-1698/CS\&\#38;P2016\_03\_Tax\&\#38;Alasgarov\&\#38;Sidorova\&\#38;Haakma\_On-Generation-of-Time-based-Label-Refinements.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:14 +0100}, biburl = {https://dblp.org/rec/conf/csp/TaxASH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/intellisys/TaxSHA16, author = {Niek Tax and Natalia Sidorova and Reinder Haakma and Wil M. P. van der Aalst}, editor = {Yaxin Bi and Supriya Kapoor and Rahul Bhatia}, title = {Event Abstraction for Process Mining Using Supervised Learning Techniques}, booktitle = {Proceedings of {SAI} Intelligent Systems Conference (IntelliSys) 2016 - Volume 1, London, UK, 21-22 September 2016}, series = {Lecture Notes in Networks and Systems}, volume = {15}, pages = {251--269}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-56994-9\_18}, doi = {10.1007/978-3-319-56994-9\_18}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/intellisys/TaxSHA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kes/TaxSHA16, author = {Niek Tax and Natalia Sidorova and Reinder Haakma and Wil M. P. van der Aalst}, editor = {Robert J. Howlett and Lakhmi C. Jain and Bogdan Gabrys and Carlos Toro and Chee Peng Lim}, title = {Log-based Evaluation of Label Splits for Process Models}, booktitle = {Knowledge-Based and Intelligent Information {\&} Engineering Systems: Proceedings of the 20th International Conference KES-2016, York, UK, 5-7 September 2016}, series = {Procedia Computer Science}, volume = {96}, pages = {63--72}, publisher = {Elsevier}, year = {2016}, url = {https://doi.org/10.1016/j.procs.2016.08.096}, doi = {10.1016/J.PROCS.2016.08.096}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kes/TaxSHA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssci/TaxSAH16, author = {Niek Tax and Natalia Sidorova and Wil M. P. van der Aalst and Reinder Haakma}, title = {Heuristic approaches for generating Local Process Models through log projections}, booktitle = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI} 2016, Athens, Greece, December 6-9, 2016}, pages = {1--8}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/SSCI.2016.7849948}, doi = {10.1109/SSCI.2016.7849948}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ssci/TaxSAH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxSHA16, author = {Niek Tax and Natalia Sidorova and Reinder Haakma and Wil M. P. van der Aalst}, title = {Mining Local Process Models}, journal = {CoRR}, volume = {abs/1606.06066}, year = {2016}, url = {http://arxiv.org/abs/1606.06066}, eprinttype = {arXiv}, eprint = {1606.06066}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxSHA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxSHA16a, author = {Niek Tax and Natalia Sidorova and Reinder Haakma and Wil M. P. van der Aalst}, title = {Log-based Evaluation of Label Splits for Process Models}, journal = {CoRR}, volume = {abs/1606.07259}, year = {2016}, url = {http://arxiv.org/abs/1606.07259}, eprinttype = {arXiv}, eprint = {1606.07259}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxSHA16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxSHA16b, author = {Niek Tax and Natalia Sidorova and Reinder Haakma and Wil M. P. van der Aalst}, title = {Event Abstraction for Process Mining using Supervised Learning Techniques}, journal = {CoRR}, volume = {abs/1606.07283}, year = {2016}, url = {http://arxiv.org/abs/1606.07283}, eprinttype = {arXiv}, eprint = {1606.07283}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxSHA16b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxASH16, author = {Niek Tax and Emin Alasgarov and Natalia Sidorova and Reinder Haakma}, title = {On Generation of Time-based Label Refinements}, journal = {CoRR}, volume = {abs/1609.03333}, year = {2016}, url = {http://arxiv.org/abs/1609.03333}, eprinttype = {arXiv}, eprint = {1609.03333}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxASH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxSAH16, author = {Niek Tax and Natalia Sidorova and Wil M. P. van der Aalst and Reinder Haakma}, title = {Heuristic Approaches for Generating Local Process Models through Log Projections}, journal = {CoRR}, volume = {abs/1610.02876}, year = {2016}, url = {http://arxiv.org/abs/1610.02876}, eprinttype = {arXiv}, eprint = {1610.02876}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxSAH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TaxVRD16, author = {Niek Tax and Ilya Verenich and Marcello La Rosa and Marlon Dumas}, title = {Predictive Business Process Monitoring with {LSTM} Neural Networks}, journal = {CoRR}, volume = {abs/1612.02130}, year = {2016}, url = {http://arxiv.org/abs/1612.02130}, eprinttype = {arXiv}, eprint = {1612.02130}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TaxVRD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/TaxBH15, author = {Niek Tax and Sander Bockting and Djoerd Hiemstra}, title = {A cross-benchmark comparison of 87 learning to rank methods}, journal = {Inf. Process. Manag.}, volume = {51}, number = {6}, pages = {757--772}, year = {2015}, url = {https://doi.org/10.1016/j.ipm.2015.07.002}, doi = {10.1016/J.IPM.2015.07.002}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ipm/TaxBH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/AmritT14, author = {Chintan Amrit and Niek Tax}, editor = {Joanne M. Atlee and Vinay Kulkarni and Tony Clark and Robert B. France and Bernhard Rumpe}, title = {Towards understanding the understandability of {UML} models}, booktitle = {6th International Workshop on Modeling in Software Engineering, MiSE 2014, Hyderabad, India, June 2-3, 2014}, pages = {49--54}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2593770.2593779}, doi = {10.1145/2593770.2593779}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icse/AmritT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Tax14, author = {Niek Tax}, title = {Analyzing a practitioner perspective on relevance of published empirical research in Requirements Engineering}, journal = {CoRR}, volume = {abs/1403.1112}, year = {2014}, url = {http://arxiv.org/abs/1403.1112}, eprinttype = {arXiv}, eprint = {1403.1112}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Tax14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ntcir/IonitaTH13, author = {Dan Ionita and Niek Tax and Djoerd Hiemstra}, editor = {Noriko Kando and Tsuneaki Kato}, title = {An API-based Search System for One Click Access to Information}, booktitle = {Proceedings of the 10th {NTCIR} Conference on Evaluation of Information Access Technologies, NTCIR-10, National Center of Sciences, Tokyo, Japan, June 18-21, 2013}, publisher = {National Institute of Informatics {(NII)}}, year = {2013}, url = {http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings10/pdf/NTCIR/1CLICK/04-NTCIR10-1CLICK-DanI.pdf}, timestamp = {Wed, 01 Jun 2022 17:01:01 +0200}, biburl = {https://dblp.org/rec/conf/ntcir/IonitaTH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.