BibTeX records: Perry Groot

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@article{DBLP:journals/tnn/ChenLGCM20,
  author       = {Kai Chen and
                  Twan van Laarhoven and
                  Perry Groot and
                  Jinsong Chen and
                  Elena Marchiori},
  title        = {Multioutput Convolution Spectral Mixture for Gaussian Processes},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {31},
  number       = {7},
  pages        = {2255--2266},
  year         = {2020},
  url          = {https://doi.org/10.1109/TNNLS.2019.2946082},
  doi          = {10.1109/TNNLS.2019.2946082},
  timestamp    = {Thu, 13 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/ChenLGCM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenLGCM20a,
  author       = {Kai Chen and
                  Twan van Laarhoven and
                  Perry Groot and
                  Jinsong Chen and
                  Elena Marchiori},
  title        = {Generalized Convolution Spectral Mixture for Multitask Gaussian Processes},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {31},
  number       = {12},
  pages        = {5613--5623},
  year         = {2020},
  url          = {https://doi.org/10.1109/TNNLS.2020.2980779},
  doi          = {10.1109/TNNLS.2020.2980779},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/ChenLGCM20a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/CuiGH19,
  author       = {Ruifei Cui and
                  Perry Groot and
                  Tom Heskes},
  title        = {Learning causal structure from mixed data with missing values using
                  Gaussian copula models},
  journal      = {Stat. Comput.},
  volume       = {29},
  number       = {2},
  pages        = {311--333},
  year         = {2019},
  url          = {https://doi.org/10.1007/s11222-018-9810-x},
  doi          = {10.1007/S11222-018-9810-X},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sac/CuiGH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/CuiBGH19,
  author       = {Ruifei Cui and
                  Ioan Gabriel Bucur and
                  Perry Groot and
                  Tom Heskes},
  title        = {A novel Bayesian approach for latent variable modeling from mixed
                  data with missing values},
  journal      = {Stat. Comput.},
  volume       = {29},
  number       = {5},
  pages        = {977--993},
  year         = {2019},
  url          = {https://doi.org/10.1007/s11222-018-09849-7},
  doi          = {10.1007/S11222-018-09849-7},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sac/CuiBGH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/RahmadiGH19,
  author       = {Ridho Rahmadi and
                  Perry Groot and
                  Tom Heskes},
  title        = {Stable Specification Search in Structural Equation Models with Latent
                  Variables},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {10},
  number       = {5},
  pages        = {48:1--48:23},
  year         = {2019},
  url          = {https://doi.org/10.1145/3341557},
  doi          = {10.1145/3341557},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tist/RahmadiGH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RahmadiGH18,
  author       = {Ridho Rahmadi and
                  Perry Groot and
                  Tom Heskes},
  title        = {The stablespec package for causal discovery on cross-sectional and
                  longitudinal data in {R}},
  journal      = {Neurocomputing},
  volume       = {275},
  pages        = {2440--2443},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.neucom.2017.10.064},
  doi          = {10.1016/J.NEUCOM.2017.10.064},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/RahmadiGH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PetersSKWGH18,
  author       = {Markus Peters and
                  Maytal Saar{-}Tsechansky and
                  Wolfgang Ketter and
                  Sinead A. Williamson and
                  Perry Groot and
                  Tom Heskes},
  title        = {A scalable preference model for autonomous decision-making},
  journal      = {Mach. Learn.},
  volume       = {107},
  number       = {6},
  pages        = {1039--1068},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10994-018-5705-5},
  doi          = {10.1007/S10994-018-5705-5},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/PetersSKWGH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CuiGSH18,
  author       = {Ruifei Cui and
                  Perry Groot and
                  Moritz Schauer and
                  Tom Heskes},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {Learning the Causal Structure of Copula Models with Latent Variables},
  booktitle    = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
                  2018},
  pages        = {188--197},
  publisher    = {{AUAI} Press},
  year         = {2018},
  url          = {http://auai.org/uai2018/proceedings/papers/65.pdf},
  timestamp    = {Wed, 09 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/CuiGSH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09527,
  author       = {Ridho Rahmadi and
                  Perry Groot and
                  Tom Heskes},
  title        = {Stable specification search in structural equation model with latent
                  variables},
  journal      = {CoRR},
  volume       = {abs/1805.09527},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.09527},
  eprinttype    = {arXiv},
  eprint       = {1805.09527},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-09527.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04610,
  author       = {Ruifei Cui and
                  Ioan Gabriel Bucur and
                  Perry Groot and
                  Tom Heskes},
  title        = {A Novel Bayesian Approach for Latent Variable Modeling from Mixed
                  Data with Missing Values},
  journal      = {CoRR},
  volume       = {abs/1806.04610},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.04610},
  eprinttype    = {arXiv},
  eprint       = {1806.04610},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-04610.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00560,
  author       = {Kai Chen and
                  Perry Groot and
                  Jinsong Chen and
                  Elena Marchiori},
  title        = {Spectral Mixture Kernels with Time and Phase Delay Dependencies},
  journal      = {CoRR},
  volume       = {abs/1808.00560},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.00560},
  eprinttype    = {arXiv},
  eprint       = {1808.00560},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-00560.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-01132,
  author       = {Kai Chen and
                  Perry Groot and
                  Jinsong Chen and
                  Elena Marchiori},
  title        = {Generalized Spectral Mixture Kernels for Multi-Task Gaussian Processes},
  journal      = {CoRR},
  volume       = {abs/1808.01132},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.01132},
  eprinttype    = {arXiv},
  eprint       = {1808.01132},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-01132.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02266,
  author       = {Kai Chen and
                  Perry Groot and
                  Jinsong Chen and
                  Elena Marchiori},
  title        = {Multi-Output Convolution Spectral Mixture for Gaussian Processes},
  journal      = {CoRR},
  volume       = {abs/1808.02266},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.02266},
  eprinttype    = {arXiv},
  eprint       = {1808.02266},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-02266.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/RahmadiGHKH17,
  author       = {Ridho Rahmadi and
                  Perry Groot and
                  Marianne Heins and
                  Hans Knoop and
                  Tom Heskes},
  title        = {Causality on cross-sectional data: Stable specification search in
                  constrained structural equation modeling},
  journal      = {Appl. Soft Comput.},
  volume       = {52},
  pages        = {687--698},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.asoc.2016.10.003},
  doi          = {10.1016/J.ASOC.2016.10.003},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/asc/RahmadiGHKH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/SokolovaRNGCBH17,
  author       = {Elena Sokolova and
                  Daniel von Rhein and
                  Jilly Naaijen and
                  Perry Groot and
                  Tom Claassen and
                  Jan K. Buitelaar and
                  Tom Heskes},
  title        = {Handling hybrid and missing data in constraint-based causal discovery
                  to study the etiology of {ADHD}},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {3},
  number       = {2},
  pages        = {105--119},
  year         = {2017},
  url          = {https://doi.org/10.1007/s41060-016-0034-x},
  doi          = {10.1007/S41060-016-0034-X},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdsa/SokolovaRNGCBH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CuiGH17,
  author       = {Ruifei Cui and
                  Perry Groot and
                  Tom Heskes},
  editor       = {Vijay Raghavan and
                  Srinivas Aluru and
                  George Karypis and
                  Lucio Miele and
                  Xindong Wu},
  title        = {Robust Estimation of Gaussian Copula Causal Structure from Mixed Data
                  with Missing Values},
  booktitle    = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
                  New Orleans, LA, USA, November 18-21, 2017},
  pages        = {835--840},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICDM.2017.101},
  doi          = {10.1109/ICDM.2017.101},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/CuiGH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/SokolovaHGCH16,
  author       = {Elena Sokolova and
                  Martine Hoogman and
                  Perry Groot and
                  Tom Claassen and
                  Tom Heskes},
  editor       = {Alessandro Antonucci and
                  Giorgio Corani and
                  Cassio Polpo de Campos},
  title        = {Computing Lower and Upper Bounds on the Probability of Causal Statements},
  booktitle    = {Probabilistic Graphical Models - Eighth International Conference,
                  {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {52},
  pages        = {487--498},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v52/sokolova16.html},
  timestamp    = {Tue, 19 Jan 2021 13:09:20 +0100},
  biburl       = {https://dblp.org/rec/conf/pgm/SokolovaHGCH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CuiGH16,
  author       = {Ruifei Cui and
                  Perry Groot and
                  Tom Heskes},
  editor       = {Paolo Frasconi and
                  Niels Landwehr and
                  Giuseppe Manco and
                  Jilles Vreeken},
  title        = {Copula {PC} Algorithm for Causal Discovery from Mixed Data},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9852},
  pages        = {377--392},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46227-1\_24},
  doi          = {10.1007/978-3-319-46227-1\_24},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/CuiGH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RahmadiGRBHKH16,
  author       = {Ridho Rahmadi and
                  Perry Groot and
                  Marieke M. H. C. van Rijn and
                  Jan A. J. G. van den Brand and
                  Marianne Heins and
                  Hans Knoop and
                  Tom Heskes},
  title        = {Causality on Longitudinal Data: Stable Specification Search in Constrained
                  Structural Equation Modeling},
  journal      = {CoRR},
  volume       = {abs/1605.06838},
  year         = {2016},
  url          = {http://arxiv.org/abs/1605.06838},
  eprinttype    = {arXiv},
  eprint       = {1605.06838},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/RahmadiGRBHKH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/SokolovaGCRBH15,
  author       = {Elena Sokolova and
                  Perry Groot and
                  Tom Claassen and
                  Daniel von Rhein and
                  Jan K. Buitelaar and
                  Tom Heskes},
  editor       = {John H. Holmes and
                  Riccardo Bellazzi and
                  Lucia Sacchi and
                  Niels Peek},
  title        = {Causal Discovery from Medical Data: Dealing with Missing Values and
                  a Mixture of Discrete and Continuous Data},
  booktitle    = {Artificial Intelligence in Medicine - 15th Conference on Artificial
                  Intelligence in Medicine, {AIME} 2015, Pavia, Italy, June 17-20, 2015.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9105},
  pages        = {177--181},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19551-3\_23},
  doi          = {10.1007/978-3-319-19551-3\_23},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aime/SokolovaGCRBH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RahmadiGHKH15,
  author       = {Ridho Rahmadi and
                  Perry Groot and
                  Marianne Heins and
                  Hans Knoop and
                  Tom Heskes},
  editor       = {Ahlame Douzal Chouakria and
                  Jos{\'{e}} A. Vilar Fern{\'{a}}ndez and
                  Pierre{-}Fran{\c{c}}ois Marteau and
                  Elizabeth Ann Maharaj and
                  Andr{\'{e}}s M. Alonso Fern{\'{a}}ndez and
                  Edoardo Otranto and
                  Maria{-}Irina Nicolae},
  title        = {Causality on Longitudinal Data: Stable Specification Search in Constrained
                  Structural Equation Modeling},
  booktitle    = {Proceedings of the 1st International Workshop on Advanced Analytics
                  and Learning on Temporal Data, {AALTD} 2015, co-located with The European
                  Conference on Machine Learning and Principles and Practice of Knowledge
                  Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
                  11, 2015},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1425},
  publisher    = {CEUR-WS.org},
  year         = {2015},
  url          = {https://ceur-ws.org/Vol-1425/paper14.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/RahmadiGHKH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RahmadiGHKH15,
  author       = {Ridho Rahmadi and
                  Perry Groot and
                  Marianne Heins and
                  Hans Knoop and
                  Tom Heskes},
  title        = {Causality on Cross-Sectional Data: Stable Specification Search in
                  Constrained Structural Equation Modeling},
  journal      = {CoRR},
  volume       = {abs/1506.05600},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.05600},
  eprinttype    = {arXiv},
  eprint       = {1506.05600},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/RahmadiGHKH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/SokolovaGCH14,
  author       = {Elena Sokolova and
                  Perry Groot and
                  Tom Claassen and
                  Tom Heskes},
  editor       = {Linda C. van der Gaag and
                  A. J. Feelders},
  title        = {Causal Discovery from Databases with Discrete and Continuous Variables},
  booktitle    = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
                  Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8754},
  pages        = {442--457},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-11433-0\_29},
  doi          = {10.1007/978-3-319-11433-0\_29},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pgm/SokolovaGCH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BirlutiuGH13,
  author       = {Adriana Birlutiu and
                  Perry Groot and
                  Tom Heskes},
  title        = {Efficiently learning the preferences of people},
  journal      = {Mach. Learn.},
  volume       = {90},
  number       = {1},
  pages        = {1--28},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10994-012-5297-4},
  doi          = {10.1007/S10994-012-5297-4},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/BirlutiuGH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/GrootHDK11,
  author       = {Perry Groot and
                  Tom Heskes and
                  Tjeerd Dijkstra and
                  James M. Kates},
  title        = {Predicting Preference Judgments of Individual Normal and Hearing-Impaired
                  Listeners With Gaussian Processes},
  journal      = {{IEEE} Trans. Speech Audio Process.},
  volume       = {19},
  number       = {4},
  pages        = {811--821},
  year         = {2011},
  url          = {https://doi.org/10.1109/TASL.2010.2064311},
  doi          = {10.1109/TASL.2010.2064311},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/taslp/GrootHDK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GrootBH11,
  author       = {Perry Groot and
                  Adriana Birlutiu and
                  Tom Heskes},
  editor       = {Timo Honkela and
                  Wlodzislaw Duch and
                  Mark A. Girolami and
                  Samuel Kaski},
  title        = {Learning from Multiple Annotators with Gaussian Processes},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
                  International Conference on Artificial Neural Networks, Espoo, Finland,
                  June 14-17, 2011, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6792},
  pages        = {159--164},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21738-8\_21},
  doi          = {10.1007/978-3-642-21738-8\_21},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/GrootBH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BirlutiuGH10,
  author       = {Adriana Birlutiu and
                  Perry Groot and
                  Tom Heskes},
  title        = {Multi-task preference learning with an application to hearing aid
                  personalization},
  journal      = {Neurocomputing},
  volume       = {73},
  number       = {7-9},
  pages        = {1177--1185},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.neucom.2009.11.025},
  doi          = {10.1016/J.NEUCOM.2009.11.025},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/BirlutiuGH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/GrootBH10,
  author       = {Perry Groot and
                  Adriana Birlutiu and
                  Tom Heskes},
  editor       = {Helder Coelho and
                  Rudi Studer and
                  Michael J. Wooldridge},
  title        = {Bayesian Monte Carlo for the Global Optimization of Expensive Functions},
  booktitle    = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
                  Lisbon, Portugal, August 16-20, 2010, Proceedings},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {215},
  pages        = {249--254},
  publisher    = {{IOS} Press},
  year         = {2010},
  url          = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=17751},
  timestamp    = {Fri, 26 Apr 2019 14:26:43 +0200},
  biburl       = {https://dblp.org/rec/conf/ecai/GrootBH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/GrootHLMTHS09,
  author       = {Perry Groot and
                  Arjen Hommersom and
                  Peter J. F. Lucas and
                  Robbert{-}Jan Merk and
                  Annette ten Teije and
                  Frank van Harmelen and
                  Radu Serban},
  title        = {Using model checking for critiquing based on clinical guidelines},
  journal      = {Artif. Intell. Medicine},
  volume       = {46},
  number       = {1},
  pages        = {19--36},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.artmed.2008.07.007},
  doi          = {10.1016/J.ARTMED.2008.07.007},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/artmed/GrootHLMTHS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BirlutiuGH09,
  author       = {Adriana Birlutiu and
                  Perry Groot and
                  Tom Heskes},
  title        = {Multi-task Preference learning with Gaussian Processes},
  booktitle    = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
                  Bruges, Belgium, April 22-24, 2009, Proceedings},
  year         = {2009},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-122.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/BirlutiuGH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ios/p/HommersomGBL08,
  author       = {Arjen Hommersom and
                  Perry Groot and
                  Michael Balser and
                  Peter J. F. Lucas},
  editor       = {Annette ten Teije and
                  Silvia Miksch and
                  Peter J. F. Lucas},
  title        = {Formal Methods for Verification of Clinical Practice Guidelines},
  booktitle    = {Computer-based Medical Guidelines and Protocols: {A} Primer and Current
                  Trends},
  series       = {Studies in Health Technology and Informatics},
  volume       = {139},
  pages        = {63--80},
  publisher    = {{IOS} Press},
  year         = {2008},
  url          = {https://doi.org/10.3233/978-1-58603-873-1-63},
  doi          = {10.3233/978-1-58603-873-1-63},
  timestamp    = {Mon, 17 Jul 2017 08:54:03 +0200},
  biburl       = {https://dblp.org/rec/books/ios/p/HommersomGBL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ios/p/GrootHL08,
  author       = {Perry Groot and
                  Arjen Hommersom and
                  Peter J. F. Lucas},
  editor       = {Annette ten Teije and
                  Silvia Miksch and
                  Peter J. F. Lucas},
  title        = {Adaptation of Clinical Practice Guidelines},
  booktitle    = {Computer-based Medical Guidelines and Protocols: {A} Primer and Current
                  Trends},
  series       = {Studies in Health Technology and Informatics},
  volume       = {139},
  pages        = {121--139},
  publisher    = {{IOS} Press},
  year         = {2008},
  url          = {https://doi.org/10.3233/978-1-58603-873-1-121},
  doi          = {10.3233/978-1-58603-873-1-121},
  timestamp    = {Fri, 14 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/ios/p/GrootHL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ios/p/HommersomGLMM08,
  author       = {Arjen Hommersom and
                  Perry Groot and
                  Peter J. F. Lucas and
                  Mar Marcos and
                  Bego{\~{n}}a Mart{\'{\i}}nez{-}Salvador},
  editor       = {Annette ten Teije and
                  Silvia Miksch and
                  Peter J. F. Lucas},
  title        = {A Constraint-based Approach to Medical Guidelines and Protocols},
  booktitle    = {Computer-based Medical Guidelines and Protocols: {A} Primer and Current
                  Trends},
  series       = {Studies in Health Technology and Informatics},
  volume       = {139},
  pages        = {213--222},
  publisher    = {{IOS} Press},
  year         = {2008},
  url          = {https://doi.org/10.3233/978-1-58603-873-1-213},
  doi          = {10.3233/978-1-58603-873-1-213},
  timestamp    = {Mon, 28 Aug 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/ios/p/HommersomGLMM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/HommersomGLBS07,
  author       = {Arjen Hommersom and
                  Perry Groot and
                  Peter J. F. Lucas and
                  Michael Balser and
                  Jonathan Schmitt},
  title        = {Combining task execution and background knowledge for the verification
                  of medical guidelines},
  journal      = {Knowl. Based Syst.},
  volume       = {20},
  number       = {2},
  pages        = {113--119},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.knosys.2006.11.005},
  doi          = {10.1016/J.KNOSYS.2006.11.005},
  timestamp    = {Tue, 25 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/HommersomGLBS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GrootGE07,
  author       = {Perry Groot and
                  Christian Gilissen and
                  Michael Egmont{-}Petersen},
  title        = {Error probabilities for local extrema in gene expression data},
  journal      = {Pattern Recognit. Lett.},
  volume       = {28},
  number       = {15},
  pages        = {2133--2142},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.patrec.2007.06.017},
  doi          = {10.1016/J.PATREC.2007.06.017},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/GrootGE07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HommersomGLBS07,
  author       = {Arjen Hommersom and
                  Perry Groot and
                  Peter J. F. Lucas and
                  Michael Balser and
                  Jonathan Schmitt},
  title        = {Verification of Medical Guidelines Using Background Knowledge in Task
                  Networks},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {19},
  number       = {6},
  pages        = {832--846},
  year         = {2007},
  url          = {https://doi.org/10.1109/TKDE.2007.190611},
  doi          = {10.1109/TKDE.2007.190611},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/HommersomGLBS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/GrootHLSTH07,
  author       = {Perry Groot and
                  Arjen Hommersom and
                  Peter J. F. Lucas and
                  Radu Serban and
                  Annette ten Teije and
                  Frank van Harmelen},
  editor       = {Riccardo Bellazzi and
                  Ameen Abu{-}Hanna and
                  Jim Hunter},
  title        = {The Role of Model Checking in Critiquing Based on Clinical Guidelines},
  booktitle    = {Artificial Intelligence in Medicine, 11th Conference on Artificial
                  Intelligence in Medicine, {AIME} 2007, Amsterdam, The Netherlands,
                  July 7-11, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4594},
  pages        = {411--420},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73599-1\_55},
  doi          = {10.1007/978-3-540-73599-1\_55},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/aime/GrootHLSTH07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/SamulskiKLG07,
  author       = {Maurice Samulski and
                  Nico Karssemeijer and
                  Peter J. F. Lucas and
                  Perry Groot},
  editor       = {Maryellen L. Giger and
                  Nico Karssemeijer},
  title        = {Classification of mammographic masses using support vector machines
                  and Bayesian networks},
  booktitle    = {Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, CA, United
                  States, 17-22 February 2007},
  series       = {{SPIE} Proceedings},
  volume       = {6514},
  pages        = {65141J},
  publisher    = {{SPIE}},
  year         = {2007},
  url          = {https://doi.org/10.1117/12.709679},
  doi          = {10.1117/12.709679},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/micad/SamulskiKLG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/HommersomGLBS06,
  author       = {Arjen Hommersom and
                  Perry Groot and
                  Peter J. F. Lucas and
                  Michael Balser and
                  Jonathan Schmitt},
  editor       = {Gerhard Brewka and
                  Silvia Coradeschi and
                  Anna Perini and
                  Paolo Traverso},
  title        = {Verification of Medical Guidelines Using Task Execution with Background
                  Knowledge},
  booktitle    = {{ECAI} 2006, 17th European Conference on Artificial Intelligence,
                  August 29 - September 1, 2006, Riva del Garda, Italy, Including Prestigious
                  Applications of Intelligent Systems {(PAIS} 2006), Proceedings},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {141},
  pages        = {835--836},
  publisher    = {{IOS} Press},
  year         = {2006},
  timestamp    = {Thu, 12 Feb 2009 12:51:20 +0100},
  biburl       = {https://dblp.org/rec/conf/ecai/HommersomGLBS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/HommersomGLBS06,
  author       = {Arjen Hommersom and
                  Perry Groot and
                  Peter J. F. Lucas and
                  Michael Balser and
                  Jonathan Schmitt},
  editor       = {Max Bramer and
                  Frans Coenen and
                  Andrew Tuson},
  title        = {Combining Task Execution and Background Knowledge for the Verification
                  of Medical Guidelines},
  booktitle    = {Research and Development in Intelligent Systems XXIII, Proceedings
                  of AI-2006, the Twenty-sixth {SGAI} International Conference on Innovative
                  Techniques and Applications of Artificial Intelligence, Cambridge,
                  UK, 11-13 December, 2006},
  pages        = {3--16},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-1-84628-663-6\_1},
  doi          = {10.1007/978-1-84628-663-6\_1},
  timestamp    = {Thu, 14 Mar 2019 14:25:56 +0100},
  biburl       = {https://dblp.org/rec/conf/sgai/HommersomGLBS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GrootTH05,
  author       = {Perry Groot and
                  Annette ten Teije and
                  Frank van Harmelen},
  title        = {A quantitative analysis of the robustness of knowledge-based systems
                  through degradation studies},
  journal      = {Knowl. Inf. Syst.},
  volume       = {7},
  number       = {2},
  pages        = {224--245},
  year         = {2005},
  url          = {https://doi.org/10.1007/s10115-003-0140-7},
  doi          = {10.1007/S10115-003-0140-7},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/GrootTH05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esws/GrootSW05,
  author       = {Perry Groot and
                  Heiner Stuckenschmidt and
                  Holger Wache},
  editor       = {Asunci{\'{o}}n G{\'{o}}mez{-}P{\'{e}}rez and
                  J{\'{e}}r{\^{o}}me Euzenat},
  title        = {Approximating Description Logic Classification for Semantic Web Reasoning},
  booktitle    = {The Semantic Web: Research and Applications, Second European Semantic
                  Web Conference, {ESWC} 2005, Heraklion, Crete, Greece, May 29 - June
                  1, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3532},
  pages        = {318--332},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11431053\_22},
  doi          = {10.1007/11431053\_22},
  timestamp    = {Mon, 28 Aug 2023 21:17:38 +0200},
  biburl       = {https://dblp.org/rec/conf/esws/GrootSW05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/WacheGS05,
  author       = {Holger Wache and
                  Perry Groot and
                  Heiner Stuckenschmidt},
  editor       = {Mike Dean and
                  Yuanbo Guo and
                  Woochun Jun and
                  Roland H. Kaschek and
                  Shonali Krishnaswamy and
                  Zhengxiang Pan and
                  Quan Z. Sheng},
  title        = {Scalable Instance Retrieval for the Semantic Web by Approximation},
  booktitle    = {Web Information Systems Engineering - {WISE} 2005 Workshops, {WISE}
                  2005 International Workshops, New York, NY, USA, November 20-22, 2005,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3807},
  pages        = {245--254},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11581116\_26},
  doi          = {10.1007/11581116\_26},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/wise/WacheGS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/GrootTH04,
  author       = {Perry Groot and
                  Annette ten Teije and
                  Frank van Harmelen},
  editor       = {Didier Dubois and
                  Christopher A. Welty and
                  Mary{-}Anne Williams},
  title        = {Towards a Structured Analysis of Approximate Problem Solving: {A}
                  Case Study in Classification},
  booktitle    = {Principles of Knowledge Representation and Reasoning: Proceedings
                  of the Ninth International Conference (KR2004), Whistler, Canada,
                  June 2-5, 2004},
  pages        = {399--406},
  publisher    = {{AAAI} Press},
  year         = {2004},
  url          = {http://www.aaai.org/Library/KR/2004/kr04-042.php},
  timestamp    = {Tue, 09 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kr/GrootTH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ekaw/GrootHT00,
  author       = {Perry Groot and
                  Frank van Harmelen and
                  Annette ten Teije},
  editor       = {Rose Dieng and
                  Olivier Corby},
  title        = {Torture Tests: {A} Quantitative Analysis for the Robustness of Knowledge-Based
                  Systems},
  booktitle    = {Knowledge Acquisition, Modeling and Management, 12th International
                  Conference, {EKAW} 2000, Juan-les-Pins, France, October 2-6, 2000,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1937},
  pages        = {403--418},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-39967-4\_31},
  doi          = {10.1007/3-540-39967-4\_31},
  timestamp    = {Tue, 14 May 2019 10:00:39 +0200},
  biburl       = {https://dblp.org/rec/conf/ekaw/GrootHT00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ekaw/GrootTH99,
  author       = {Perry Groot and
                  Annette ten Teije and
                  Frank van Harmelen},
  editor       = {Dieter Fensel and
                  Rudi Studer},
  title        = {Formally Verifying Dynamic Properties of Knowledge Based Systems},
  booktitle    = {Knowledge Acquisition, Modeling and Management, 11th European Workshop,
                  {EKAW} '99, Dagstuhl Castle, Germany, May 26-29, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1621},
  pages        = {157--171},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/3-540-48775-1\_10},
  doi          = {10.1007/3-540-48775-1\_10},
  timestamp    = {Tue, 14 May 2019 10:00:39 +0200},
  biburl       = {https://dblp.org/rec/conf/ekaw/GrootTH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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