BibTeX records: Niek Tax

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@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}
}
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