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ORCIDBibTeX records: Peter J. F. Lucas
@article{DBLP:journals/apin/ApriyantiSL23,
author = {Diah Harnoni Apriyanti and
Luuk J. Spreeuwers and
Peter J. F. Lucas},
title = {Deep neural networks for explainable feature extraction in orchid
identification},
journal = {Appl. Intell.},
volume = {53},
number = {21},
pages = {26270--26285},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-04880-2},
doi = {10.1007/S10489-023-04880-2},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ApriyantiSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/MullerSielaffBVMLPO23,
author = {Juliane M{\"{u}}ller{-}Sielaff and
Seyed Behnam Beladi and
Stephanie W. Vrede and
Monique Meuschke and
Peter J. F. Lucas and
Johanna M. A. Pijnenborg and
Steffen Oeltze{-}Jafra},
title = {Visual Assistance in Development and Validation of Bayesian Networks
for Clinical Decision Support},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {29},
number = {8},
pages = {3602--3616},
year = {2023},
url = {https://doi.org/10.1109/TVCG.2022.3166071},
doi = {10.1109/TVCG.2022.3166071},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/MullerSielaffBVMLPO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/BernasconiZLSS23,
author = {Alice Bernasconi and
Alessio Zanga and
Peter J. F. Lucas and
Marco Scutari and
Fabio Antonio Stella},
editor = {Francesco Calimeri and
Mauro Dragoni and
Fabio Stella},
title = {Towards a Transportable Causal Network Model Based on Observational
Healthcare Data},
booktitle = {Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For
Healthcare (HC@AIxIA 2023) co-located with the 22nd International
Conference of the Italian Association for Artificial Intelligence
(AIxIA 2023), Rome, Italy, 08 November 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3578},
pages = {67--82},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3578/paper7.pdf},
timestamp = {Thu, 14 Dec 2023 18:10:23 +0100},
biburl = {https://dblp.org/rec/conf/aiia/BernasconiZLSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/ZangaBLPRSS23,
author = {Alessio Zanga and
Alice Bernasconi and
Peter J. F. Lucas and
Hanny Pijnenborg and
Casper Reijnen and
Marco Scutari and
Fabio Stella},
editor = {Jose M. Juarez and
Mar Marcos and
Gregor Stiglic and
Allan Tucker},
title = {Causal Discovery with Missing Data in a Multicentric Clinical Study},
booktitle = {Artificial Intelligence in Medicine - 21st International Conference
on Artificial Intelligence in Medicine, {AIME} 2023, Portoro{\v{z}},
Slovenia, June 12-15, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13897},
pages = {40--44},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34344-5\_5},
doi = {10.1007/978-3-031-34344-5\_5},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/ZangaBLPRSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spin/DalLL23,
author = {Giso H. Dal and
Alfons Laarman and
Peter J. F. Lucas},
editor = {Georgiana Caltais and
Christian Schilling},
title = {ParaGnosis: {A} Tool for Parallel Knowledge Compilation},
booktitle = {Model Checking Software - 29th International Symposium, {SPIN} 2023,
Paris, France, April 26-27, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13872},
pages = {22--37},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-32157-3\_2},
doi = {10.1007/978-3-031-32157-3\_2},
timestamp = {Fri, 05 May 2023 22:44:30 +0200},
biburl = {https://dblp.org/rec/conf/spin/DalLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10041,
author = {Alessio Zanga and
Alice Bernasconi and
Peter J. F. Lucas and
Hanny Pijnenborg and
Casper Reijnen and
Marco Scutari and
Fabio Stella},
title = {Risk Assessment of Lymph Node Metastases in Endometrial Cancer Patients:
{A} Causal Approach},
journal = {CoRR},
volume = {abs/2305.10041},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10041},
doi = {10.48550/ARXIV.2305.10041},
eprinttype = {arXiv},
eprint = {2305.10041},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10050,
author = {Alessio Zanga and
Alice Bernasconi and
Peter J. F. Lucas and
Hanny Pijnenborg and
Casper Reijnen and
Marco Scutari and
Fabio Stella},
title = {Causal Discovery with Missing Data in a Multicentric Clinical Study},
journal = {CoRR},
volume = {abs/2305.10050},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10050},
doi = {10.48550/ARXIV.2305.10050},
eprinttype = {arXiv},
eprint = {2305.10050},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08427,
author = {Alice Bernasconi and
Alessio Zanga and
Peter J. F. Lucas and
Marco Scutari and
Fabio Stella},
title = {Towards a Transportable Causal Network Model Based on Observational
Healthcare Data},
journal = {CoRR},
volume = {abs/2311.08427},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08427},
doi = {10.48550/ARXIV.2311.08427},
eprinttype = {arXiv},
eprint = {2311.08427},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/ZangaBLPRSS22,
author = {Alessio Zanga and
Alice Bernasconi and
Peter J. F. Lucas and
Hanny Pijnenborg and
Casper Reijnen and
Marco Scutari and
Fabio Stella},
editor = {Francesco Calimeri and
Mauro Dragoni and
Fabio Stella},
title = {Risk Assessment of Lymph Node Metastasis in Endometrial Cancer Patients:
{A} Causal Approach},
booktitle = {1st AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA
2022) co-located with the 21st International Conference of the Italian
Association for Artificial Intelligence (AIxIA 2022), Udine, Italy,
November 30 2022},
series = {{CEUR} Workshop Proceedings},
volume = {3307},
pages = {1--15},
publisher = {CEUR-WS.org},
year = {2022},
url = {https://ceur-ws.org/Vol-3307/paper1.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:00 +0100},
biburl = {https://dblp.org/rec/conf/aiia/ZangaBLPRSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/DalLHL21,
author = {Giso H. Dal and
Alfons W. Laarman and
Arjen Hommersom and
Peter J. F. Lucas},
title = {A compositional approach to probabilistic knowledge compilation},
journal = {Int. J. Approx. Reason.},
volume = {138},
pages = {38--66},
year = {2021},
url = {https://doi.org/10.1016/j.ijar.2021.07.007},
doi = {10.1016/J.IJAR.2021.07.007},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/DalLHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/KleinauMMPLO21,
author = {Anna Kleinau and
Alex Mo and
Juliane M{\"{u}}ller{-}Sielaff and
Johanna M. A. Pijnenborg and
Peter J. F. Lucas and
Steffen Oeltze{-}Jafra},
editor = {Peter Lucas and
Fabio Stella},
title = {User-Centered Development of a Clinical Decision Support System},
booktitle = {Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial
Intelligence Help? co-located with 20th International Conference of
the Italian Association for Artificial Intelligence (AIxIA2021), Anywhere,
November 29th, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {3060},
pages = {67--78},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-3060/paper-8.pdf},
timestamp = {Thu, 06 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiia/KleinauMMPLO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BuenoHL20,
author = {Marcos L. P. Bueno and
Arjen Hommersom and
Peter J. F. Lucas},
editor = {Vincent Lemaire and
Simon Malinowski and
Anthony J. Bagnall and
Thomas Guyet and
Romain Tavenard and
Georgiana Ifrim},
title = {Temporal Exceptional Model Mining Using Dynamic Bayesian Networks},
booktitle = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12588},
pages = {97--112},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65742-0\_7},
doi = {10.1007/978-3-030-65742-0\_7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BuenoHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/LiuSHLBB19,
author = {Manxia Liu and
Fabio Stella and
Arjen Hommersom and
Peter J. F. Lucas and
Lonneke Boer and
Erik Bischoff},
title = {A comparison between discrete and continuous time Bayesian networks
in learning from clinical time series data with irregularity},
journal = {Artif. Intell. Medicine},
volume = {95},
pages = {104--117},
year = {2019},
url = {https://doi.org/10.1016/j.artmed.2018.10.002},
doi = {10.1016/J.ARTMED.2018.10.002},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/LiuSHLBB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/BuenoHLJ19,
author = {Marcos L. P. Bueno and
Arjen Hommersom and
Peter J. F. Lucas and
Joost G. E. Janzing},
title = {A probabilistic framework for predicting disease dynamics: {A} case
study of psychotic depression},
journal = {J. Biomed. Informatics},
volume = {95},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2019.103232},
doi = {10.1016/J.JBI.2019.103232},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/BuenoHLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/BuenoHLJ19,
author = {Marcos L. P. Bueno and
Arjen Hommersom and
Peter J. F. Lucas and
Joost G. E. Janzing},
editor = {David Ria{\~{n}}o and
Szymon Wilk and
Annette ten Teije},
title = {A Data-Driven Exploration of Hypotheses on Disease Dynamics},
booktitle = {Artificial Intelligence in Medicine - 17th Conference on Artificial
Intelligence in Medicine, {AIME} 2019, Poznan, Poland, June 26-29,
2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11526},
pages = {170--179},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-21642-9\_23},
doi = {10.1007/978-3-030-21642-9\_23},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/BuenoHLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/LiuSHL18,
author = {Manxia Liu and
Fabio Stella and
Arjen Hommersom and
Peter J. F. Lucas},
editor = {Jes{\'{u}}s Medina and
Manuel Ojeda{-}Aciego and
Jos{\'{e}} Luis Verdegay Galdeano and
Irina Perfilieva and
Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {Representing Hypoexponential Distributions in Continuous Time Bayesian
Networks},
booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based
Systems. Applications - 17th International Conference, {IPMU} 2018,
C{\'{a}}diz, Spain, June 11-15, 2018, Proceedings, Part {III}},
series = {Communications in Computer and Information Science},
volume = {855},
pages = {565--577},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-91479-4\_47},
doi = {10.1007/978-3-319-91479-4\_47},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/LiuSHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/DalLL18,
author = {Giso H. Dal and
Alfons W. Laarman and
Peter J. F. Lucas},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {Parallel Probabilistic Inference by Weighted Model Counting},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2018, 11-14 September 2018, Prague, Czech Republic},
series = {Proceedings of Machine Learning Research},
volume = {72},
pages = {97--108},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/dal18a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/DalLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/LiuSHL18,
author = {Manxia Liu and
Fabio Stella and
Arjen Hommersom and
Peter J. F. Lucas},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {Making Continuous Time Bayesian Networks More Flexible},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2018, 11-14 September 2018, Prague, Czech Republic},
series = {Proceedings of Machine Learning Research},
volume = {72},
pages = {237--248},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/liu18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/LiuSHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sum/BuenoHLLR18,
author = {Marcos L. P. Bueno and
Arjen Hommersom and
Peter J. F. Lucas and
Mariana Lobo and
Pedro Pereira Rodrigues},
editor = {Davide Ciucci and
Gabriella Pasi and
Barbara Vantaggi},
title = {Modeling the Dynamics of Multiple Disease Occurrence by Latent States},
booktitle = {Scalable Uncertainty Management - 12th International Conference, {SUM}
2018, Milan, Italy, October 3-5, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11142},
pages = {93--107},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00461-3\_7},
doi = {10.1007/978-3-030-00461-3\_7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sum/BuenoHLLR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/LiuHHL17,
author = {Manxia Liu and
Arjen Hommersom and
Maarten van der Heijden and
Peter J. F. Lucas},
title = {Hybrid time Bayesian networks},
journal = {Int. J. Approx. Reason.},
volume = {80},
pages = {460--474},
year = {2017},
url = {https://doi.org/10.1016/j.ijar.2016.02.009},
doi = {10.1016/J.IJAR.2016.02.009},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/LiuHHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/BuenoHLL17,
author = {Marcos L. P. Bueno and
Arjen Hommersom and
Peter J. F. Lucas and
Alexis Linard},
title = {Asymmetric hidden Markov models},
journal = {Int. J. Approx. Reason.},
volume = {88},
pages = {169--191},
year = {2017},
url = {https://doi.org/10.1016/j.ijar.2017.05.011},
doi = {10.1016/J.IJAR.2017.05.011},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/BuenoHLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/DalL17,
author = {Giso H. Dal and
Peter J. F. Lucas},
title = {Weighted positive binary decision diagrams for exact probabilistic
inference},
journal = {Int. J. Approx. Reason.},
volume = {90},
pages = {411--432},
year = {2017},
url = {https://doi.org/10.1016/j.ijar.2017.08.003},
doi = {10.1016/J.IJAR.2017.08.003},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/DalL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/AmirkhaniRLH17,
author = {Hossein Amirkhani and
Mohammad Rahmati and
Peter J. F. Lucas and
Arjen Hommersom},
title = {Exploiting Experts' Knowledge for Structure Learning of Bayesian Networks},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {11},
pages = {2154--2170},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2016.2636828},
doi = {10.1109/TPAMI.2016.2636828},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/AmirkhaniRLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ambn/LucasDM17,
author = {Peter J. F. Lucas and
Giso H. Dal and
Steffen Michels},
editor = {Antti Hyttinen and
Joe Suzuki and
Brandon M. Malone},
title = {Reducing the Cost of Probabilistic Knowledge Compilation},
booktitle = {Proceedings of the 3rd Workshop on Advanced Methodologies for Bayesian
Networks, {AMBN} 2017, Kyoto, Japan, September 20-22, 2017},
series = {Proceedings of Machine Learning Research},
volume = {73},
pages = {141--152},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v73/giso-dal17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/ambn/LucasDM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dx/BuenoHL17,
author = {Marcos Luiz de Paula Bueno and
Arjen Hommersom and
Peter J. F. Lucas},
editor = {Marina Zanella and
Ingo Pill and
Alessandro Cimatti},
title = {An improved diagnostic method for probabilistic consistency-based
diagnosis},
booktitle = {28th International Workshop on Principles of Diagnosis (DX'17), Brescia,
Italy, September 26-29, 2017},
series = {Kalpa Publications in Computing},
volume = {4},
pages = {65--77},
publisher = {EasyChair},
year = {2017},
url = {https://doi.org/10.29007/4t6n},
doi = {10.29007/4T6N},
timestamp = {Sun, 15 Aug 2021 10:46:48 +0200},
biburl = {https://dblp.org/rec/conf/dx/BuenoHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/BuenoHLLJ16,
author = {Marcos L. P. Bueno and
Arjen Hommersom and
Peter J. F. Lucas and
Martijn Lappenschaar and
Joost G. E. Janzing},
title = {Understanding disease processes by partitioned dynamic Bayesian networks},
journal = {J. Biomed. Informatics},
volume = {61},
pages = {283--297},
year = {2016},
url = {https://doi.org/10.1016/j.jbi.2016.05.003},
doi = {10.1016/J.JBI.2016.05.003},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/BuenoHLLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MichelsHL16,
author = {Steffen Michels and
Arjen Hommersom and
Peter J. F. Lucas},
editor = {Subbarao Kambhampati},
title = {Approximate Probabilistic Inference with Bounded Error for Hybrid
Probabilistic Logic Programming},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3616--3622},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/509},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MichelsHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/BuenoHLVL16,
author = {Marcos L. P. Bueno and
Arjen Hommersom and
Peter J. F. Lucas and
Sicco Verwer and
Alexis Linard},
editor = {Alessandro Antonucci and
Giorgio Corani and
Cassio Polpo de Campos},
title = {Learning Complex Uncertain States Changes via Asymmetric Hidden Markov
Models: an Industrial Case},
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 = {50--61},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v52/bueno16.html},
timestamp = {Tue, 19 Jan 2021 13:09:20 +0100},
biburl = {https://dblp.org/rec/conf/pgm/BuenoHLVL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/LiuHHL16,
author = {Manxia Liu and
Arjen Hommersom and
Maarten van der Heijden and
Peter J. F. Lucas},
editor = {Alessandro Antonucci and
Giorgio Corani and
Cassio Polpo de Campos},
title = {Learning Parameters of Hybrid Time Bayesian Networks},
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 = {287--298},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v52/liu16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/LiuHHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DalL16,
author = {Giso H. Dal and
Peter J. F. Lucas},
title = {Weighted Positive Binary Decision Diagrams for Exact Probabilistic
Inference},
journal = {CoRR},
volume = {abs/1610.05551},
year = {2016},
url = {http://arxiv.org/abs/1610.05551},
eprinttype = {arXiv},
eprint = {1610.05551},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DalL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/MichelsHLV15,
author = {Steffen Michels and
Arjen Hommersom and
Peter J. F. Lucas and
Marina Velikova},
title = {A new probabilistic constraint logic programming language based on
a generalised distribution semantics},
journal = {Artif. Intell.},
volume = {228},
pages = {1--44},
year = {2015},
url = {https://doi.org/10.1016/j.artint.2015.06.008},
doi = {10.1016/J.ARTINT.2015.06.008},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/MichelsHLV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/VelikovaLH15,
author = {Marina Velikova and
Peter J. F. Lucas and
Maarten van der Heijden},
title = {Intelligent Disease Self-Management with Mobile Technology},
journal = {Computer},
volume = {48},
number = {2},
pages = {32--39},
year = {2015},
url = {https://doi.org/10.1109/MC.2015.48},
doi = {10.1109/MC.2015.48},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/VelikovaLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/LucasH15,
author = {Peter J. F. Lucas and
Arjen Hommersom},
title = {Modeling the Interactions between Discrete and Continuous Causal Factors
in Bayesian Networks},
journal = {Int. J. Intell. Syst.},
volume = {30},
number = {3},
pages = {209--235},
year = {2015},
url = {https://doi.org/10.1002/int.21698},
doi = {10.1002/INT.21698},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/LucasH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/BeeckHHHDLON15,
author = {Tim Op De Be{\'{e}}ck and
Arjen Hommersom and
Jan Van Haaren and
Maarten van der Heijden and
Jesse Davis and
Peter J. F. Lucas and
Lucy Overbeek and
Iris Nagtegaal},
editor = {John H. Holmes and
Riccardo Bellazzi and
Lucia Sacchi and
Niels Peek},
title = {Mining Hierarchical Pathology Data Using Inductive Logic Programming},
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 = {76--85},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19551-3\_9},
doi = {10.1007/978-3-319-19551-3\_9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/BeeckHHHDLON15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/LiuHHL15,
author = {Manxia Liu and
Arjen Hommersom and
Maarten van der Heijden and
Peter J. F. Lucas},
editor = {S{\'{e}}bastien Destercke and
Thierry Denoeux},
title = {Hybrid Time Bayesian Networks},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 13th European Conference, {ECSQARU} 2015, Compi{\`{e}}gne, France,
July 15-17, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9161},
pages = {376--386},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20807-7\_34},
doi = {10.1007/978-3-319-20807-7\_34},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/LiuHHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/15/LucasH15,
author = {Peter J. F. Lucas and
Arjen Hommersom},
editor = {Arjen Hommersom and
Peter J. F. Lucas},
title = {How to Read the Book "Foundations of Biomedical Knowledge Representation"},
booktitle = {Foundations of Biomedical Knowledge Representation - Methods and Applications},
series = {Lecture Notes in Computer Science},
volume = {9521},
pages = {3--7},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28007-3\_1},
doi = {10.1007/978-3-319-28007-3\_1},
timestamp = {Sat, 30 Sep 2023 09:32:43 +0200},
biburl = {https://dblp.org/rec/books/sp/15/LucasH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/15/HommersomL15,
author = {Arjen Hommersom and
Peter J. F. Lucas},
editor = {Arjen Hommersom and
Peter J. F. Lucas},
title = {An Introduction to Knowledge Representation and Reasoning in Healthcare},
booktitle = {Foundations of Biomedical Knowledge Representation - Methods and Applications},
series = {Lecture Notes in Computer Science},
volume = {9521},
pages = {9--32},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28007-3\_2},
doi = {10.1007/978-3-319-28007-3\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/15/HommersomL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/15/LucasO15,
author = {Peter J. F. Lucas and
Felipe Orihuela{-}Espina},
editor = {Arjen Hommersom and
Peter J. F. Lucas},
title = {Representing Knowledge for Clinical Diagnostic Reasoning},
booktitle = {Foundations of Biomedical Knowledge Representation - Methods and Applications},
series = {Lecture Notes in Computer Science},
volume = {9521},
pages = {35--45},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28007-3\_3},
doi = {10.1007/978-3-319-28007-3\_3},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/15/LucasO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/HL2015,
editor = {Arjen Hommersom and
Peter J. F. Lucas},
title = {Foundations of Biomedical Knowledge Representation - Methods and Applications},
series = {Lecture Notes in Computer Science},
volume = {9521},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-28007-3},
doi = {10.1007/978-3-319-28007-3},
isbn = {978-3-319-28006-6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/HL2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/VelikovaSLS14,
author = {Marina Velikova and
Josien Terwisscha van Scheltinga and
Peter J. F. Lucas and
Marc Spaanderman},
title = {Exploiting causal functional relationships in Bayesian network modelling
for personalised healthcare},
journal = {Int. J. Approx. Reason.},
volume = {55},
number = {1},
pages = {59--73},
year = {2014},
url = {https://doi.org/10.1016/j.ijar.2013.03.016},
doi = {10.1016/J.IJAR.2013.03.016},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/VelikovaSLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/LappenschaarHL14,
author = {Martijn Lappenschaar and
Arjen Hommersom and
Peter J. F. Lucas},
title = {Qualitative chain graphs and their application},
journal = {Int. J. Approx. Reason.},
volume = {55},
number = {4},
pages = {957--976},
year = {2014},
url = {https://doi.org/10.1016/j.ijar.2013.11.008},
doi = {10.1016/J.IJAR.2013.11.008},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/LappenschaarHL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/HeijdenVL14,
author = {Maarten van der Heijden and
Marina Velikova and
Peter J. F. Lucas},
title = {Learning Bayesian networks for clinical time series analysis},
journal = {J. Biomed. Informatics},
volume = {48},
pages = {94--105},
year = {2014},
url = {https://doi.org/10.1016/j.jbi.2013.12.007},
doi = {10.1016/J.JBI.2013.12.007},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/HeijdenVL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/MichelsHLV14,
author = {Steffen Michels and
Arjen Hommersom and
Peter J. F. Lucas and
Marina Velikova},
editor = {Torsten Schaub and
Gerhard Friedrich and
Barry O'Sullivan},
title = {Imprecise Probabilistic Horn Clause Logic},
booktitle = {{ECAI} 2014 - 21st European Conference on Artificial Intelligence,
18-22 August 2014, Prague, Czech Republic - Including Prestigious
Applications of Intelligent Systems {(PAIS} 2014)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {263},
pages = {621--626},
publisher = {{IOS} Press},
year = {2014},
url = {https://doi.org/10.3233/978-1-61499-419-0-621},
doi = {10.3233/978-1-61499-419-0-621},
timestamp = {Mon, 19 Jun 2023 16:36:09 +0200},
biburl = {https://dblp.org/rec/conf/ecai/MichelsHLV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/VelikovaLSK13,
author = {Marina Velikova and
Peter J. F. Lucas and
Maurice Samulski and
Nico Karssemeijer},
title = {On the interplay of machine learning and background knowledge in image
interpretation by Bayesian networks},
journal = {Artif. Intell. Medicine},
volume = {57},
number = {1},
pages = {73--86},
year = {2013},
url = {https://doi.org/10.1016/j.artmed.2012.12.004},
doi = {10.1016/J.ARTMED.2012.12.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/VelikovaLSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/HommersomL13,
author = {Arjen Hommersom and
Peter J. F. Lucas},
title = {Probabilistic problem solving in biomedicine},
journal = {Artif. Intell. Medicine},
volume = {57},
number = {3},
pages = {169--170},
year = {2013},
url = {https://doi.org/10.1016/j.artmed.2013.01.006},
doi = {10.1016/J.ARTMED.2013.01.006},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/HommersomL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/LappenschaarHLLV13,
author = {Martijn Lappenschaar and
Arjen Hommersom and
Peter J. F. Lucas and
Joep Lagro and
Stefan Visscher},
title = {Multilevel Bayesian networks for the analysis of hierarchical health
care data},
journal = {Artif. Intell. Medicine},
volume = {57},
number = {3},
pages = {171--183},
year = {2013},
url = {https://doi.org/10.1016/j.artmed.2012.12.007},
doi = {10.1016/J.ARTMED.2012.12.007},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/LappenschaarHLLV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/HeijdenL13,
author = {Maarten van der Heijden and
Peter J. F. Lucas},
title = {Describing disease processes using a probabilistic logic of qualitative
time},
journal = {Artif. Intell. Medicine},
volume = {59},
number = {3},
pages = {143--155},
year = {2013},
url = {https://doi.org/10.1016/j.artmed.2013.09.003},
doi = {10.1016/J.ARTMED.2013.09.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/HeijdenL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/HeijdenLLHS13,
author = {Maarten van der Heijden and
Peter J. F. Lucas and
Bas Lijnse and
Yvonne F. Heijdra and
Tjard R. J. Schermer},
title = {An autonomous mobile system for the management of {COPD}},
journal = {J. Biomed. Informatics},
volume = {46},
number = {3},
pages = {458--469},
year = {2013},
url = {https://doi.org/10.1016/j.jbi.2013.03.003},
doi = {10.1016/J.JBI.2013.03.003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/HeijdenLLHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/HommersomVL13,
author = {Arjen Hommersom and
Sicco Verwer and
Peter J. F. Lucas},
editor = {David Ria{\~{n}}o and
Richard Lenz and
Silvia Miksch and
Mor Peleg and
Manfred Reichert and
Annette ten Teije},
title = {Discovering Probabilistic Structures of Healthcare Processes},
booktitle = {Process Support and Knowledge Representation in Health Care - {AIME}
2013 Joint Workshop, {KR4HC} 2013/ProHealth 2013, Murcia, Spain, June
1, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8268},
pages = {53--67},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-03916-9\_5},
doi = {10.1007/978-3-319-03916-9\_5},
timestamp = {Fri, 27 Mar 2020 08:58:23 +0100},
biburl = {https://dblp.org/rec/conf/aime/HommersomVL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/LappenschaarHLL13,
author = {Martijn Lappenschaar and
Arjen Hommersom and
Joep Lagro and
Peter J. F. Lucas},
editor = {Niels Peek and
Roque Mar{\'{\i}}n Morales and
Mor Peleg},
title = {Understanding the Co-occurrence of Diseases Using Structure Learning},
booktitle = {Artificial Intelligence in Medicine - 14th Conference on Artificial
Intelligence in Medicine, {AIME} 2013, Murcia, Spain, May 29 - June
1, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7885},
pages = {135--144},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38326-7\_21},
doi = {10.1007/978-3-642-38326-7\_21},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aime/LappenschaarHLL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/healthcom/HommersomLVDBRGS13,
author = {Arjen Hommersom and
Peter J. F. Lucas and
Marina Velikova and
Giso H. Dal and
Joaquim Bastos and
Jonathan Rodriguez and
Marleen Germs and
Henk Schwietert},
title = {MoSHCA - my mobile and smart health care assistant},
booktitle = {{IEEE} 15th International Conference on e-Health Networking, Applications
and Services, Healthcom 2013, Lisbon, Portugal, October 9-12, 2013},
pages = {188--192},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/HealthCom.2013.6720664},
doi = {10.1109/HEALTHCOM.2013.6720664},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/healthcom/HommersomLVDBRGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MichelsHLVK13,
author = {Steffen Michels and
Arjen Hommersom and
Peter J. F. Lucas and
Marina Velikova and
Pieter W. M. Koopman},
editor = {Francesca Rossi},
title = {Inference for a New Probabilistic Constraint Logic},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {2540--2546},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6911},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/MichelsHLVK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/MichelsVHL13,
author = {Steffen Michels and
Marina Velikova and
Arjen Hommersom and
Peter J. F. Lucas},
title = {A Decision Support Model for Uncertainty Reasoning in Safety and Security
Tasks},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
pages = {663--668},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SMC.2013.118},
doi = {10.1109/SMC.2013.118},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/MichelsVHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cbms/2013,
editor = {Pedro Pereira Rodrigues and
Mykola Pechenizkiy and
Jo{\~{a}}o Gama and
Ricardo Cruz{-}Correia and
Jiming Liu and
Agma J. M. Traina and
Peter J. F. Lucas and
Paolo Soda},
title = {Proceedings of the 26th {IEEE} International Symposium on Computer-Based
Medical Systems, Porto, Portugal, June 20-22, 2013},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/conhome/6607262/proceeding},
isbn = {978-1-4799-1053-3},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/VelikovaLSK12,
author = {Marina Velikova and
Peter J. F. Lucas and
Maurice Samulski and
Nico Karssemeijer},
title = {A probabilistic framework for image information fusion with an application
to mammographic analysis},
journal = {Medical Image Anal.},
volume = {16},
number = {4},
pages = {865--875},
year = {2012},
url = {https://doi.org/10.1016/j.media.2012.01.003},
doi = {10.1016/J.MEDIA.2012.01.003},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/VelikovaLSK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/LappenschaarHL12,
author = {Martijn Lappenschaar and
Arjen Hommersom and
Peter J. F. Lucas},
title = {Probabilistic Causal Models of Multimorbidity Concepts},
booktitle = {{AMIA} 2012, American Medical Informatics Association Annual Symposium,
Chicago, Illinois, USA, November 3-7, 2012},
publisher = {{AMIA}},
year = {2012},
url = {https://knowledge.amia.org/amia-55142-a2012a-1.636547/t-003-1.640625/f-001-1.640626/a-057-1.641063/a-058-1.641060},
timestamp = {Wed, 17 Apr 2024 11:48:03 +0200},
biburl = {https://dblp.org/rec/conf/amia/LappenschaarHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/MichelsVL12,
author = {Steffen Michels and
Marina Velikova and
Peter J. F. Lucas},
editor = {Michael Thielscher and
Dongmo Zhang},
title = {Probabilistic Model-Based Assessment of Information Quality in Uncertain
Domains},
booktitle = {{AI} 2012: Advances in Artificial Intelligence - 25th Australasian
Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7691},
pages = {890--901},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35101-3\_75},
doi = {10.1007/978-3-642-35101-3\_75},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ausai/MichelsVL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/HeijdenL12,
author = {Maarten van der Heijden and
Peter J. F. Lucas},
editor = {Paolo Soda and
Francesco Tortorella and
Sameer K. Antani and
Mykola Pechenizkiy and
Mario Cannataro and
Alexey Tsymbal},
title = {Probabilistic models for smart monitoring},
booktitle = {Proceedings of {CBMS} 2012, The 25th {IEEE} International Symposium
on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CBMS.2012.6266348},
doi = {10.1109/CBMS.2012.6266348},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/HeijdenL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/VelikovaLSS12,
author = {Marina Velikova and
Peter J. F. Lucas and
Ruben L. Smeets and
Josien Terwisscha van Scheltinga},
editor = {Paolo Soda and
Francesco Tortorella and
Sameer K. Antani and
Mykola Pechenizkiy and
Mario Cannataro and
Alexey Tsymbal},
title = {Fully-automated interpretation of biochemical tests for decision support
by smartphones},
booktitle = {Proceedings of {CBMS} 2012, The 25th {IEEE} International Symposium
on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CBMS.2012.6266352},
doi = {10.1109/CBMS.2012.6266352},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/VelikovaLSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecai/2012,
editor = {Luc De Raedt and
Christian Bessiere and
Didier Dubois and
Patrick Doherty and
Paolo Frasconi and
Fredrik Heintz and
Peter J. F. Lucas},
title = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence.
Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)}
System Demonstrations Track, Montpellier, France, August 27-31 , 2012},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {242},
publisher = {{IOS} Press},
year = {2012},
url = {https://ebooks.iospress.nl/volume/ecai-2012},
isbn = {978-1-61499-097-0},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/HeijdenLLHS11,
author = {Maarten van der Heijden and
Bas Lijnse and
Peter J. F. Lucas and
Yvonne F. Heijdra and
Tjard R. J. Schermer},
editor = {Mor Peleg and
Nada Lavrac and
Carlo Combi},
title = {Managing {COPD} Exacerbations with Telemedicine},
booktitle = {Artificial Intelligence in Medicine - 13th Conference on Artificial
Intelligence in Medicine, {AIME} 2011, Bled, Slovenia, July 2-6, 2011.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6747},
pages = {169--178},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22218-4\_21},
doi = {10.1007/978-3-642-22218-4\_21},
timestamp = {Mon, 16 Sep 2019 15:30:05 +0200},
biburl = {https://dblp.org/rec/conf/aime/HeijdenLLHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/VelikovaLS11,
author = {Marina Velikova and
Peter J. F. Lucas and
Marc Spaanderman},
editor = {Mor Peleg and
Nada Lavrac and
Carlo Combi},
title = {A Predictive Bayesian Network Model for Home Management of Preeclampsia},
booktitle = {Artificial Intelligence in Medicine - 13th Conference on Artificial
Intelligence in Medicine, {AIME} 2011, Bled, Slovenia, July 2-6, 2011.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6747},
pages = {179--183},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22218-4\_22},
doi = {10.1007/978-3-642-22218-4\_22},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/VelikovaLS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/EversL11,
author = {Sander Evers and
Peter J. F. Lucas},
editor = {Weiru Liu},
title = {Marginalization without Summation Exploiting Determinism in Factor
Algebra},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 11th European Conference, {ECSQARU} 2011, Belfast, UK, June 29-July
1, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6717},
pages = {251--262},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22152-1\_22},
doi = {10.1007/978-3-642-22152-1\_22},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/EversL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HommersomL11,
author = {Arjen Hommersom and
Peter J. F. Lucas},
editor = {Toby Walsh},
title = {Generalising the Interaction Rules in Probabilistic Logic},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {912--917},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-158},
doi = {10.5591/978-1-57735-516-8/IJCAI11-158},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HommersomL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lnee/HommersomLWK11,
author = {Arjen Hommersom and
Peter J. F. Lucas and
Ren{\'{e}} Waarsing and
Pieter W. M. Koopman},
editor = {Massimo Conti and
Simone Orcioni and
Natividad Mart{\'{\i}}nez Madrid and
Ralf E. D. Seepold},
title = {Applying Bayesian Networks for Intelligent Adaptable Printing Systems},
booktitle = {Solutions on Embedded Systems},
series = {Lecture Notes in Electrical Engineering},
volume = {81},
pages = {201--213},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-94-007-0638-5\_14},
doi = {10.1007/978-94-007-0638-5\_14},
timestamp = {Sat, 19 Oct 2019 19:02:19 +0200},
biburl = {https://dblp.org/rec/series/lnee/HommersomLWK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgcms/HoppenbrouwersSL10,
author = {Stijn Hoppenbrouwers and
Bart Schotten and
Peter J. F. Lucas},
title = {Towards Games for Knowledge Acquisition and Modeling},
journal = {Int. J. Gaming Comput. Mediat. Simulations},
volume = {2},
number = {4},
pages = {48--66},
year = {2010},
url = {https://doi.org/10.4018/jgcms.2010100104},
doi = {10.4018/JGCMS.2010100104},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgcms/HoppenbrouwersSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/RadstakeLVS10,
author = {Niels Radstake and
Peter J. F. Lucas and
Marina Velikova and
Maurice Samulski},
editor = {David Ria{\~{n}}o and
Annette ten Teije and
Silvia Miksch and
Mor Peleg},
title = {Critiquing Knowledge Representation in Medical Image Interpretation
Using Structure Learning},
booktitle = {Knowledge Representation for Health-Care - {ECAI} 2010 Workshop {KR4HC}
2010, Lisbon, Portugal, August 17, 2010, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6512},
pages = {56--69},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-18050-7\_5},
doi = {10.1007/978-3-642-18050-7\_5},
timestamp = {Mon, 03 Jan 2022 22:33:30 +0100},
biburl = {https://dblp.org/rec/conf/ecai/RadstakeLVS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/HommersomL10,
author = {Arjen Hommersom and
Peter J. F. Lucas},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Using Bayesian Networks in an Industrial Setting: Making Printing
Systems Adaptive},
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 = {401--406},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-606-5-401},
doi = {10.3233/978-1-60750-606-5-401},
timestamp = {Fri, 26 Apr 2019 14:26:43 +0200},
biburl = {https://dblp.org/rec/conf/ecai/HommersomL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/VelikovaLS10,
author = {Marina Velikova and
Peter J. F. Lucas and
Marc Spaanderman},
editor = {Martin Szomszor and
Patty Kostkova},
title = {e-MomCare: {A} Personalised Home-Monitoring System for Pregnancy Disorders},
booktitle = {Electronic Healthcare - Third International Conference, eHealth 2010,
Casablanca, Morocco, December 13-15, 2010, Revised Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {69},
pages = {267--274},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-23635-8\_34},
doi = {10.1007/978-3-642-23635-8\_34},
timestamp = {Fri, 02 Jun 2017 20:50:08 +0200},
biburl = {https://dblp.org/rec/conf/ehealth/VelikovaLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/VelikovaLK10,
author = {Marina Velikova and
Peter J. F. Lucas and
Nico Karssemeijer},
editor = {Charles Safran and
Shane R. Reti and
Heimar F. Marin},
title = {Using Local Context Information to Improve Automatic Mammographic
Mass Detection},
booktitle = {{MEDINFO} 2010 - Proceedings of the 13th World Congress on Medical
Informatics, Cape Town, South Africa, September 12-15, 2010},
series = {Studies in Health Technology and Informatics},
volume = {160},
pages = {1291--1295},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-588-4-1291},
doi = {10.3233/978-1-60750-588-4-1291},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/medinfo/VelikovaLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/RobbenVLS10,
author = {Saskia Robben and
Marina Velikova and
Peter J. F. Lucas and
Maurice Samulski},
editor = {Max Bramer and
Miltos Petridis and
Adrian Hopgood},
title = {Discretisation Does Affect the Performance of Bayesian Networks},
booktitle = {Research and Development in Intelligent Systems {XXVII} - Incorporating
Applications and Innovations in Intelligent Systems {XVIII} Proceedings
of AI-2010, The Thirtieth {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
England, UK, 14-16 December 2010},
pages = {237--250},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-85729-130-1\_17},
doi = {10.1007/978-0-85729-130-1\_17},
timestamp = {Tue, 25 Feb 2020 11:33:46 +0100},
biburl = {https://dblp.org/rec/conf/sgai/RobbenVLS10.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}
}
@article{DBLP:journals/artmed/VisscherLSB09,
author = {Stefan Visscher and
Peter J. F. Lucas and
Carolina A. M. Schurink and
Marc J. M. Bonten},
title = {Modelling treatment effects in a clinical Bayesian network using Boolean
threshold functions},
journal = {Artif. Intell. Medicine},
volume = {46},
number = {3},
pages = {251--266},
year = {2009},
url = {https://doi.org/10.1016/j.artmed.2008.11.006},
doi = {10.1016/J.ARTMED.2008.11.006},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/VisscherLSB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CharitosGVSL09,
author = {Theodore Charitos and
Linda C. van der Gaag and
Stefan Visscher and
Karin Schurink and
Peter J. F. Lucas},
title = {A dynamic Bayesian network for diagnosing ventilator-associated pneumonia
in {ICU} patients},
journal = {Expert Syst. Appl.},
volume = {36},
number = {2},
pages = {1249--1258},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2007.11.065},
doi = {10.1016/J.ESWA.2007.11.065},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CharitosGVSL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/HeijdenL09,
author = {Maarten van der Heijden and
Peter J. F. Lucas},
editor = {David Ria{\~{n}}o and
Annette ten Teije and
Silvia Miksch and
Mor Peleg},
title = {Extracting Qualitative Knowledge from Medical Guidelines for Clinical
Decision-Support Systems},
booktitle = {Knowledge Representation for Health-Care: Data, Processes and Guidelines,
{AIME} 2009 Workshop {KR4HC} 2009, Verona, Italy, July 19, 2009, Revised
Selected and Invited Papers},
series = {Lecture Notes in Computer Science},
volume = {5943},
pages = {100--112},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-11808-1\_9},
doi = {10.1007/978-3-642-11808-1\_9},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aime/HeijdenL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/VelikovaSLK09,
author = {Marina Velikova and
Maurice Samulski and
Peter J. F. Lucas and
Nico Karssemeijer},
editor = {Carlo Combi and
Yuval Shahar and
Ameen Abu{-}Hanna},
title = {Causal Probabilistic Modelling for Two-View Mammographic Analysis},
booktitle = {Artificial Intelligence in Medicine, 12th Conference on Artificial
Intelligence in Medicine, {AIME} 2009, Verona, Italy, July 18-22,
2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5651},
pages = {395--404},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02976-9\_56},
doi = {10.1007/978-3-642-02976-9\_56},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aime/VelikovaSLK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/FerreiraL09,
author = {Nivea de Carvalho Ferreira and
Peter J. F. Lucas},
editor = {Carlo Combi and
Yuval Shahar and
Ameen Abu{-}Hanna},
title = {Modelling Screening Mammography Images: {A} Probabilistic Relational
Approach},
booktitle = {Artificial Intelligence in Medicine, 12th Conference on Artificial
Intelligence in Medicine, {AIME} 2009, Verona, Italy, July 18-22,
2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5651},
pages = {405--409},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02976-9\_57},
doi = {10.1007/978-3-642-02976-9\_57},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/FerreiraL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/FerreiraL09,
author = {Nivea de Carvalho Ferreira and
Peter J. F. Lucas},
title = {Probabilistic relational modelling of mammographic images},
booktitle = {Proceedings of the Twenty-Second {IEEE} International Symposium on
Computer-Based Medical Systems, August 3-4, 2009, Albuquerque, New
Mexico, {USA}},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CBMS.2009.5255329},
doi = {10.1109/CBMS.2009.5255329},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/FerreiraL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/FleschL09,
author = {Ildik{\'{o}} Flesch and
Peter J. F. Lucas},
editor = {Claudio Sossai and
Gaetano Chemello},
title = {The Probabilistic Interpretation of Model-Based Diagnosis},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
10th European Conference, {ECSQARU} 2009, Verona, Italy, July 1-3,
2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5590},
pages = {204--215},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02906-6\_19},
doi = {10.1007/978-3-642-02906-6\_19},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/FleschL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HommersomFL09,
author = {Arjen Hommersom and
Nivea de Carvalho Ferreira and
Peter J. F. Lucas},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Integrating Logical Reasoning and Probabilistic Chain Graphs},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5781},
pages = {548--563},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04180-8\_53},
doi = {10.1007/978-3-642-04180-8\_53},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HommersomFL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wises/HommersomLWK09,
author = {Arjen Hommersom and
Peter J. F. Lucas and
Ren{\'{e}} Waarsing and
Pieter W. M. Koopman},
editor = {Massimo Conti and
Simone Orcioni and
Miltos D. Grammatikakis},
title = {Applying Bayesian networks for intelligent adaptable printing systems},
booktitle = {Seventh Workshop on Intelligent solutions in Embedded Systems, {WISES}
2009, Ancona, Italy, June 25-26, 2009},
pages = {127--133},
publisher = {{IEEE}},
year = {2009},
url = {https://ieeexplore.ieee.org/document/5186383/},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wises/HommersomLWK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/BielzaPL08,
author = {Concha Bielza and
Juan A. Fern{\'{a}}ndez del Pozo and
Peter J. F. Lucas},
title = {Explaining clinical decisions by extracting regularity patterns},
journal = {Decis. Support Syst.},
volume = {44},
number = {2},
pages = {397--408},
year = {2008},
url = {https://doi.org/10.1016/j.dss.2007.05.002},
doi = {10.1016/J.DSS.2007.05.002},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/BielzaPL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/GervenLW08,
author = {Marcel van Gerven and
Peter J. F. Lucas and
Theo P. van der Weide},
title = {A generic qualitative characterization of independence of causal influence},
journal = {Int. J. Approx. Reason.},
volume = {48},
number = {1},
pages = {214--236},
year = {2008},
url = {https://doi.org/10.1016/j.ijar.2007.08.012},
doi = {10.1016/J.IJAR.2007.08.012},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/GervenLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/GervenTL08,
author = {Marcel van Gerven and
Babs G. Taal and
Peter J. F. Lucas},
title = {Dynamic Bayesian networks as prognostic models for clinical patient
management},
journal = {J. Biomed. Informatics},
volume = {41},
number = {4},
pages = {515--529},
year = {2008},
url = {https://doi.org/10.1016/j.jbi.2008.01.006},
doi = {10.1016/J.JBI.2008.01.006},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/GervenTL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tplp/HommersomLB08,
author = {Arjen Hommersom and
Peter J. F. Lucas and
Patrick van Bommel},
title = {Checking the quality of clinical guidelines using automated reasoning
tools},
journal = {Theory Pract. Log. Program.},
volume = {8},
number = {5-6},
pages = {611--641},
year = {2008},
url = {https://doi.org/10.1017/S1471068408003451},
doi = {10.1017/S1471068408003451},
timestamp = {Thu, 13 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tplp/HommersomLB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aimsa/VelikovaSKL08,
author = {Marina Velikova and
Maurice Samulski and
Nico Karssemeijer and
Peter J. F. Lucas},
editor = {Danail Dochev and
Marco Pistore and
Paolo Traverso},
title = {Toward Expert Knowledge Representation for Automatic Breast Cancer
Detection},
booktitle = {Artificial Intelligence: Methodology, Systems, and Applications, 13th
International Conference, {AIMSA} 2008, Varna, Bulgaria, September
4-6, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5253},
pages = {333--344},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85776-1\_28},
doi = {10.1007/978-3-540-85776-1\_28},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/aimsa/VelikovaSKL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/VelikovaLFSK08,
author = {Marina Velikova and
Peter J. F. Lucas and
Nivea de Carvalho Ferreira and
Maurice Samulski and
Nico Karssemeijer},
editor = {Malik Ghallab and
Constantine D. Spyropoulos and
Nikos Fakotakis and
Nikolaos M. Avouris},
title = {A decision support system for breast cancer detection in screening
programs},
booktitle = {{ECAI} 2008 - 18th European Conference on Artificial Intelligence,
Patras, Greece, July 21-25, 2008, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {178},
pages = {658--662},
publisher = {{IOS} Press},
year = {2008},
url = {https://doi.org/10.3233/978-1-58603-891-5-658},
doi = {10.3233/978-1-58603-891-5-658},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/VelikovaLFSK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/FleschL08,
author = {Ildik{\'{o}} Flesch and
Peter J. F. Lucas},
editor = {Malik Ghallab and
Constantine D. Spyropoulos and
Nikos Fakotakis and
Nikolaos M. Avouris},
title = {Combining Abduction with Conflict-based Diagnosis},
booktitle = {{ECAI} 2008 - 18th European Conference on Artificial Intelligence,
Patras, Greece, July 21-25, 2008, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {178},
pages = {807--808},
publisher = {{IOS} Press},
year = {2008},
url = {https://doi.org/10.3233/978-1-58603-891-5-807},
doi = {10.3233/978-1-58603-891-5-807},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/FleschL08.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}
}
@book{DBLP:books/ios/TML2008,
editor = {Annette ten Teije and
Silvia Miksch and
Peter J. F. Lucas},
title = {Computer-based Medical Guidelines and Protocols: {A} Primer and Current
Trends},
series = {Studies in Health Technology and Informatics},
volume = {139},
publisher = {{IOS} Press},
year = {2008},
url = {http://www.booksonline.iospress.nl/Content/View.aspx?piid=9732},
isbn = {978-1-58603-873-1},
timestamp = {Mon, 17 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/ios/TML2008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0806-0250,
author = {Arjen Hommersom and
Peter J. F. Lucas and
Patrick van Bommel},
title = {Checking the Quality of Clinical Guidelines using Automated Reasoning
Tools},
journal = {CoRR},
volume = {abs/0806.0250},
year = {2008},
url = {http://arxiv.org/abs/0806.0250},
eprinttype = {arXiv},
eprint = {0806.0250},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0806-0250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/GervenJTHL07,
author = {Marcel van Gerven and
Rasa Jurgelenaite and
Babs G. Taal and
Tom Heskes and
Peter J. F. Lucas},
title = {Predicting carcinoid heart disease with the noisy-threshold classifier},
journal = {Artif. Intell. Medicine},
volume = {40},
number = {1},
pages = {45--55},
year = {2007},
url = {https://doi.org/10.1016/j.artmed.2006.09.003},
doi = {10.1016/J.ARTMED.2006.09.003},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/GervenJTHL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/GervenDTL07,
author = {Marcel van Gerven and
Francisco Javier D{\'{\i}}ez and
Babs G. Taal and
Peter J. F. Lucas},
title = {Selecting treatment strategies with dynamic limited-memory influence
diagrams},
journal = {Artif. Intell. Medicine},
volume = {40},
number = {3},
pages = {171--186},
year = {2007},
url = {https://doi.org/10.1016/j.artmed.2007.04.004},
doi = {10.1016/J.ARTMED.2007.04.004},
timestamp = {Mon, 22 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/GervenDTL07.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/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/VisscherLFS07,
author = {Stefan Visscher and
Peter J. F. Lucas and
Ildik{\'{o}} Flesch and
Karin Schurink},
editor = {Riccardo Bellazzi and
Ameen Abu{-}Hanna and
Jim Hunter},
title = {Using Temporal Context-Specific Independence Information in the Exploratory
Analysis of Disease Processes},
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 = {87--96},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73599-1\_10},
doi = {10.1007/978-3-540-73599-1\_10},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aime/VisscherLFS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/VelikovaFL07,
author = {Marina Velikova and
Nivea de Carvalho Ferreira and
Peter J. F. Lucas},
editor = {Riccardo Bellazzi and
Ameen Abu{-}Hanna and
Jim Hunter},
title = {Bayesian Network Decomposition for Modeling Breast Cancer Detection},
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 = {346--350},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73599-1\_47},
doi = {10.1007/978-3-540-73599-1\_47},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/VelikovaFL07.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 = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aime/GrootHLSTH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clima/HommersomL07,
author = {Arjen Hommersom and
Peter J. F. Lucas},
editor = {Fariba Sadri and
Ken Satoh},
title = {Actions with Failures in Interval Temporal Logic},
booktitle = {Computational Logic in Multi-Agent Systems, 8th International Workshop,
{CLIMA} VIII, Porto, Portugal, September 10-11, 2007. Revised Selected
and Invited Papers},
series = {Lecture Notes in Computer Science},
volume = {5056},
pages = {22--41},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-88833-8\_2},
doi = {10.1007/978-3-540-88833-8\_2},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/clima/HommersomL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/FleschL07,
author = {Ildik{\'{o}} Flesch and
Peter J. F. Lucas},
editor = {Khaled Mellouli},
title = {Independence Decomposition in Dynamic Bayesian Networks},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
9th European Conference, {ECSQARU} 2007, Hammamet, Tunisia, October
31 - November 2, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4724},
pages = {560--571},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75256-1\_50},
doi = {10.1007/978-3-540-75256-1\_50},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/FleschL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FleschLW07,
author = {Ildik{\'{o}} Flesch and
Peter J. F. Lucas and
Theo P. van der Weide},
editor = {Manuela M. Veloso},
title = {Conflict-Based Diagnosis: Adding Uncertainty to Model-based Diagnosis},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {380},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/059.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FleschLW07.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}
}
@article{DBLP:journals/artmed/TeijeMBCDHLMRRS06,
author = {Annette ten Teije and
Mar Marcos and
Michael Balser and
Joyce van Croonenborg and
Christoph Duelli and
Frank van Harmelen and
Peter J. F. Lucas and
Silvia Miksch and
Wolfgang Reif and
Kitty Rosenbrand and
Andreas Seyfang},
title = {Improving medical protocols by formal methods},
journal = {Artif. Intell. Medicine},
volume = {36},
number = {3},
pages = {193--209},
year = {2006},
url = {https://doi.org/10.1016/j.artmed.2005.10.006},
doi = {10.1016/J.ARTMED.2005.10.006},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/TeijeMBCDHLMRRS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/LucasGS06,
author = {Peter J. F. Lucas and
Jos{\'{e}} A. G{\'{a}}mez and
Antonio Salmer{\'{o}}n},
title = {Special issue on PGM'04: Second European workshop on probabilistic
graphical models 2004},
journal = {Int. J. Approx. Reason.},
volume = {42},
number = {1-2},
pages = {1--3},
year = {2006},
url = {https://doi.org/10.1016/j.ijar.2005.10.008},
doi = {10.1016/J.IJAR.2005.10.008},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/LucasGS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ker/PriceTMIFBLSSLCC06,
author = {Chris J. Price and
Louise Trav{\'{e}}{-}Massuy{\`{e}}s and
Robert Milne and
Liliana Ironi and
Kenneth D. Forbus and
Bert Bredeweg and
Mark H. Lee and
Peter Struss and
N. A. Snooke and
Peter J. F. Lucas and
Marc Cavazza and
George Macleod Coghill},
title = {Qualitative futures},
journal = {Knowl. Eng. Rev.},
volume = {21},
number = {4},
pages = {317--334},
year = {2006},
url = {https://doi.org/10.1017/S026988890600097X},
doi = {10.1017/S026988890600097X},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ker/PriceTMIFBLSSLCC06.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}
}
@inproceedings{DBLP:conf/sgai/FleschL06,
author = {Ildik{\'{o}} Flesch and
Peter J. F. Lucas},
editor = {Max Bramer and
Frans Coenen and
Andrew Tuson},
title = {Graphical Reasoning with Bayesian Networks},
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 = {71--84},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-1-84628-663-6\_6},
doi = {10.1007/978-1-84628-663-6\_6},
timestamp = {Thu, 14 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sgai/FleschL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Lucas05,
author = {Peter J. F. Lucas},
title = {Bayesian network modelling through qualitative patterns},
journal = {Artif. Intell.},
volume = {163},
number = {2},
pages = {233--263},
year = {2005},
url = {https://doi.org/10.1016/j.artint.2004.10.011},
doi = {10.1016/J.ARTINT.2004.10.011},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Lucas05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/JurgelenaiteL05,
author = {Rasa Jurgelenaite and
Peter J. F. Lucas},
title = {Exploiting causal independence in large Bayesian networks},
journal = {Knowl. Based Syst.},
volume = {18},
number = {4-5},
pages = {153--162},
year = {2005},
url = {https://doi.org/10.1016/j.knosys.2004.10.009},
doi = {10.1016/J.KNOSYS.2004.10.009},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/JurgelenaiteL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/VisscherLSB05,
author = {Stefan Visscher and
Peter J. F. Lucas and
Karin Schurink and
Marc Bonten},
editor = {Silvia Miksch and
Jim Hunter and
Elpida T. Keravnou},
title = {Using a Bayesian-Network Model for the Analysis of Clinical Time-Series
Data},
booktitle = {Artificial Intelligence in Medicine, 10th Conference on Artificial
Intelligence in Medicine, {AIME} 2005, Aberdeen, UK, July 23-27, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3581},
pages = {48--52},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527770\_7},
doi = {10.1007/11527770\_7},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aime/VisscherLSB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/HommersomLBW05,
author = {Arjen Hommersom and
Peter J. F. Lucas and
Patrick van Bommel and
Theo P. van der Weide},
editor = {Silvia Miksch and
Jim Hunter and
Elpida T. Keravnou},
title = {A History-Based Algebra for Quality-Checking Medical Guidelines},
booktitle = {Artificial Intelligence in Medicine, 10th Conference on Artificial
Intelligence in Medicine, {AIME} 2005, Aberdeen, UK, July 23-27, 2005,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3581},
pages = {161--165},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527770\_24},
doi = {10.1007/11527770\_24},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/HommersomLBW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/HommersomLB05,
author = {Arjen Hommersom and
Peter J. F. Lucas and
Patrick van Bommel},
editor = {Katja Verbeeck and
Karl Tuyls and
Ann Now{\'{e}} and
Bernard Manderick and
Bart Kuijpers},
title = {Argumentation Systems for History-Based Construction of Medical Guidelines},
booktitle = {{BNAIC} 2005 - Proceedings of the Seventeenth Belgium-Netherlands
Conference on Artificial Intelligence, Brussels, Belgium, October
17-18, 2005},
pages = {135--142},
publisher = {Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten},
year = {2005},
timestamp = {Tue, 09 May 2006 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bnaic/HommersomLB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/JurgelenaiteLH05,
author = {Rasa Jurgelenaite and
Peter J. F. Lucas and
Tom Heskes},
editor = {Katja Verbeeck and
Karl Tuyls and
Ann Now{\'{e}} and
Bernard Manderick and
Bart Kuijpers},
title = {Use of the Noisy Threshold Function in Building Bayesian Networks},
booktitle = {{BNAIC} 2005 - Proceedings of the Seventeenth Belgium-Netherlands
Conference on Artificial Intelligence, Brussels, Belgium, October
17-18, 2005},
pages = {158--165},
publisher = {Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten},
year = {2005},
timestamp = {Tue, 06 Dec 2005 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/JurgelenaiteLH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/GervenLW05,
author = {Marcel van Gerven and
Peter J. F. Lucas and
Theo P. van der Weide},
editor = {Llu{\'{\i}}s Godo},
title = {A Qualitative Characterisation of Causal Independence Models Using
Boolean Polynomials},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
8th European Conference, {ECSQARU} 2005, Barcelona, Spain, July 6-8,
2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3571},
pages = {244--256},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11518655\_22},
doi = {10.1007/11518655\_22},
timestamp = {Fri, 05 Jun 2020 11:50:47 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/GervenLW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/VisscherF05,
author = {Stefan Visscher and
Peter J. F. Lucas and
Marc Bonten and
Karin Schurink},
editor = {Jos{\'{e}} Lu{\'{\i}}s Oliveira and
Victor Maojo and
Fernando Mart{\'{\i}}n{-}S{\'{a}}nchez and
Ant{\'{o}}nio Sousa Pereira},
title = {Improving the Therapeutic Performance of a Medical Bayesian Network
Using Noisy Threshold Models},
booktitle = {Biological and Medical Data Analysis, 6th International Symposium,
{ISBMDA} 2005, Aveiro, Portugal, November 10-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3745},
pages = {161--172},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11573067\_17},
doi = {10.1007/11573067\_17},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ismda/VisscherF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/JurgelenaiteLH05,
author = {Rasa Jurgelenaite and
Peter J. F. Lucas and
Tom Heskes},
editor = {Max Bramer and
Frans Coenen and
Tony Allen},
title = {Exploring the Noisy Threshold Function in Designing Bayesian Networks},
booktitle = {Research and Development in Intelligent Systems XXII, Proceedings
of AI-2005, the Twenty-fifth {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
UK, 12-14 December 2005},
pages = {133--146},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-1-84628-226-3\_11},
doi = {10.1007/978-1-84628-226-3\_11},
timestamp = {Thu, 14 Mar 2019 14:41:58 +0100},
biburl = {https://dblp.org/rec/conf/sgai/JurgelenaiteLH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/LucasGA04,
author = {Peter J. F. Lucas and
Linda C. van der Gaag and
Ameen Abu{-}Hanna},
title = {Bayesian networks in biomedicine and health-care},
journal = {Artif. Intell. Medicine},
volume = {30},
number = {3},
pages = {201--214},
year = {2004},
url = {https://doi.org/10.1016/j.artmed.2003.11.001},
doi = {10.1016/J.ARTMED.2003.11.001},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/LucasGA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cgp/BalserCCDHJLMMR04,
author = {Michael Balser and
{\'{O}}scar Coltell and
Joyce van Croonenborg and
Christoph Duelli and
Frank van Harmelen and
Albert Jovell and
Peter J. F. Lucas and
Mar Marcos and
Silvia Miksch and
Wolfgang Reif and
Kitty Rosenbrand and
Andreas Seyfang and
Annette ten Teije},
editor = {Katharina Kaiser and
Silvia Miksch and
Samson W. Tu},
title = {Protocure: Supporting the Development of Medical Protocols through
Formal Methods},
booktitle = {Computer-based Support for Clinical Guidelines and Protocols - Proceedings
of the Symposium on Computerized Guidelines and Protocols, {CGP} 2004,
Prague, Czech Republic, 12-14 April, 2004},
series = {Studies in Health Technology and Informatics},
volume = {101},
pages = {103--107},
publisher = {{IOS} Press},
year = {2004},
url = {https://doi.org/10.3233/978-1-60750-944-8-103},
doi = {10.3233/978-1-60750-944-8-103},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cgp/BalserCCDHJLMMR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/LucasKF04,
author = {Peter J. F. Lucas and
Ruud Kuipers and
Frederick Feith},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Lorenza Saitta},
title = {A System for Pacemaker Treatment Advice},
booktitle = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence,
ECAI'2004, including Prestigious Applicants of Intelligent Systems,
{PAIS} 2004, Valencia, Spain, August 22-27, 2004},
pages = {735--739},
publisher = {{IOS} Press},
year = {2004},
timestamp = {Fri, 11 May 2018 12:42:30 +0200},
biburl = {https://dblp.org/rec/conf/ecai/LucasKF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/JurgelenaiteL04,
author = {Rasa Jurgelenaite and
Peter J. F. Lucas},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Lorenza Saitta},
title = {Parameter Estimation in Large Causal Models},
booktitle = {Proceedings of the 16th Eureopean Conference on Artificial Intelligence,
ECAI'2004, including Prestigious Applicants of Intelligent Systems,
{PAIS} 2004, Valencia, Spain, August 22-27, 2004},
pages = {1037--1038},
publisher = {{IOS} Press},
year = {2004},
timestamp = {Tue, 06 Dec 2005 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/JurgelenaiteL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/GervenL04,
author = {Marcel van Gerven and
Peter J. F. Lucas},
editor = {Jos{\'{e}} Mar{\'{\i}}a Barreiro and
Fernando Mart{\'{\i}}n{-}S{\'{a}}nchez and
Victor Maojo and
Ferran Sanz},
title = {Employing Maximum Mutual Information for Bayesian Classification},
booktitle = {Biological and Medical Data Analysis, 5th International Symposium,
{ISBMDA} 2004, Barcelona, Spain, November 18-19, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3337},
pages = {188--199},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30547-7\_20},
doi = {10.1007/978-3-540-30547-7\_20},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ismda/GervenL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jelia/HommersomLB04,
author = {Arjen Hommersom and
Peter J. F. Lucas and
Michael Balser},
editor = {Jos{\'{e}} J{\'{u}}lio Alferes and
Jo{\~{a}}o Alexandre Leite},
title = {Meta-level Verification of the Quality of Medical Guidelines Using
Interactive Theorem Proving},
booktitle = {Logics in Artificial Intelligence, 9th European Conference, {JELIA}
2004, Lisbon, Portugal, September 27-30, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3229},
pages = {654--666},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30227-8\_54},
doi = {10.1007/978-3-540-30227-8\_54},
timestamp = {Tue, 07 May 2024 20:11:09 +0200},
biburl = {https://dblp.org/rec/conf/jelia/HommersomLB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/JurgelenaiteL04,
author = {Rasa Jurgelenaite and
Peter J. F. Lucas},
editor = {Max Bramer and
Frans Coenen and
Tony Allen},
title = {Exploiting Causal Independence in Large Bayesian Networks},
booktitle = {Research and Development in Intelligent Systems XXI, Proceedings of
AI-2004, the Twenty-fourth {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Queens' College,
Cambridge, UK, 13-15 December 2004},
pages = {157--170},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/1-84628-102-4\_12},
doi = {10.1007/1-84628-102-4\_12},
timestamp = {Tue, 23 May 2017 01:10:42 +0200},
biburl = {https://dblp.org/rec/conf/sgai/JurgelenaiteL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/GervenL04,
author = {Marcel van Gerven and
Peter J. F. Lucas},
editor = {Max Bramer and
Frans Coenen and
Tony Allen},
title = {Using Background Knowledge to Construct Bayesian Classifiers for Data-Poor
Domains},
booktitle = {Research and Development in Intelligent Systems XXI, Proceedings of
AI-2004, the Twenty-fourth {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Queens' College,
Cambridge, UK, 13-15 December 2004},
pages = {269--282},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/1-84628-102-4\_20},
doi = {10.1007/1-84628-102-4\_20},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sgai/GervenL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/BielzaPL03,
author = {Concha Bielza and
Juan A. Fern{\'{a}}ndez del Pozo and
Peter J. F. Lucas},
editor = {Michel Dojat and
Elpida T. Keravnou and
Pedro Barahona},
title = {Finding and Explaining Optimal Treatments},
booktitle = {Artificial Intelligence in Medicine, 9th Conference on Artificial
Intelligence in Medicine in Europe, {AIME} 2003, Protaras, Cyprus,
October 18-22, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2780},
pages = {299--303},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39907-0\_41},
doi = {10.1007/978-3-540-39907-0\_41},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aime/BielzaPL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/BrownLF03,
author = {Kenneth N. Brown and
Peter J. F. Lucas and
David W. Fowler},
editor = {Thomas D. Nielsen and
Nevin Lianwen Zhang},
title = {Decision Network Semantics of Branching Constraint Satisfaction Problems},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
7th European Conference, {ECSQARU} 2003, Aalborg, Denmark, July 2-5,
2003. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2711},
pages = {230--242},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45062-7\_19},
doi = {10.1007/978-3-540-45062-7\_19},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/BrownLF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/BielzaPL03,
author = {Concha Bielza and
Juan A. Fern{\'{a}}ndez del Pozo and
Peter J. F. Lucas},
editor = {Frans Coenen and
Alun D. Preece and
Ann Macintosh},
title = {Optimal Decision Explanation by Extracting Regularity Patterns},
booktitle = {Research and Development in Intelligent Systems XX, Proceedings of
AI2003, the Twenty-third {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
UK, 15-17 December, 2003},
pages = {283--294},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-0-85729-412-8\_21},
doi = {10.1007/978-0-85729-412-8\_21},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sgai/BielzaPL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sgai/Lucas03,
author = {Peter J. F. Lucas},
editor = {Frans Coenen and
Alun D. Preece and
Ann Macintosh},
title = {Quality Checking of Medical Guidelines through Logical Abduction},
booktitle = {Research and Development in Intelligent Systems XX, Proceedings of
AI2003, the Twenty-third {SGAI} International Conference on Innovative
Techniques and Applications of Artificial Intelligence, Cambridge,
UK, 15-17 December, 2003},
pages = {309--321},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-0-85729-412-8\_23},
doi = {10.1007/978-0-85729-412-8\_23},
timestamp = {Thu, 14 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sgai/Lucas03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Lucas02,
author = {Peter J. F. Lucas},
editor = {Frank van Harmelen},
title = {Bayesian Network Modelling by Qualitative Patterns},
booktitle = {Proceedings of the 15th European Conference on Artificial Intelligence,
ECAI'2002, Lyon, France, July 2002},
pages = {690--694},
publisher = {{IOS} Press},
year = {2002},
timestamp = {Mon, 03 Jan 2022 07:50:19 +0100},
biburl = {https://dblp.org/rec/conf/ecai/Lucas02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Lucas02,
author = {Peter J. F. Lucas},
editor = {Jos{\'{e}} A. G{\'{a}}mez and
Antonio Salmer{\'{o}}n},
title = {Restricted Bayesian Network Structure Learning},
booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November
- 2002 - Cuenca (Spain), Electronic Proceedings},
year = {2002},
url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-14.ps.gz},
timestamp = {Tue, 05 Sep 2017 10:26:24 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Lucas02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Lucas01,
author = {Peter J. F. Lucas},
title = {Bayesian model-based diagnosis},
journal = {Int. J. Approx. Reason.},
volume = {27},
number = {2},
pages = {99--119},
year = {2001},
url = {https://doi.org/10.1016/S0888-613X(01)00036-6},
doi = {10.1016/S0888-613X(01)00036-6},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Lucas01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/Lucas01,
author = {Peter J. F. Lucas},
title = {Certainty-factor-like structures in Bayesian belief networks},
journal = {Knowl. Based Syst.},
volume = {14},
number = {7},
pages = {327--335},
year = {2001},
url = {https://doi.org/10.1016/S0950-7051(00)00073-3},
doi = {10.1016/S0950-7051(00)00073-3},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/Lucas01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/Lucas01,
author = {Peter J. F. Lucas},
editor = {Silvana Quaglini and
Pedro Barahona and
Steen Andreassen},
title = {Expert Knowledge and Its Role in Learning Bayesian Networks in Medicine:
An Appraisal},
booktitle = {Artificial Intelligence Medicine, 8th Conference on {AI} in Medicine
in Europe, {AIME} 2001, Cascais, Portugal, July 1-4, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2101},
pages = {156--166},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-48229-6\_24},
doi = {10.1007/3-540-48229-6\_24},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aime/Lucas01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/BruijnLSBH01,
author = {Nicolette de Bruijn and
Peter J. F. Lucas and
Karin Schurink and
Marc Bonten and
Andy Hoepelman},
editor = {Silvana Quaglini and
Pedro Barahona and
Steen Andreassen},
title = {Using Temporal Probabilistic Knowledge for Medical Decision Making},
booktitle = {Artificial Intelligence Medicine, 8th Conference on {AI} in Medicine
in Europe, {AIME} 2001, Cascais, Portugal, July 1-4, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2101},
pages = {231--234},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-48229-6\_33},
doi = {10.1007/3-540-48229-6\_33},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/BruijnLSBH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/OniskoLD01,
author = {Agnieszka Onisko and
Peter J. F. Lucas and
Marek J. Druzdzel},
editor = {Silvana Quaglini and
Pedro Barahona and
Steen Andreassen},
title = {Comparison of Rule-Based and Bayesian Network Approaches in Medical
Diagnostic Systems},
booktitle = {Artificial Intelligence Medicine, 8th Conference on {AI} in Medicine
in Europe, {AIME} 2001, Cascais, Portugal, July 1-4, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2101},
pages = {283--292},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-48229-6\_40},
doi = {10.1007/3-540-48229-6\_40},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/OniskoLD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/WuLKD01,
author = {Xiaofeng Wu and
Peter J. F. Lucas and
Susan Kerr and
Roelf Dijkhuizen},
editor = {Jos{\'{e}} Crespo and
Victor Maojo and
Fernando Martin},
title = {Learning Bayesian-Network Topologies in Realistic Medical Domains},
booktitle = {Medical Data Analysis, Second International Symposium, {ISMDA} 2001,
Madrid, Spain, October 8-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2199},
pages = {302--308},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45497-7\_46},
doi = {10.1007/3-540-45497-7\_46},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ismda/WuLKD01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/LucasBSH00,
author = {Peter J. F. Lucas and
Nicolette de Bruijn and
Karin Schurink and
Andy Hoepelman},
title = {A probabilistic and decision-theoretic approach to the management
of infectious disease at the {ICU}},
journal = {Artif. Intell. Medicine},
volume = {19},
number = {3},
pages = {251--279},
year = {2000},
url = {https://doi.org/10.1016/S0933-3657(00)00048-8},
doi = {10.1016/S0933-3657(00)00048-8},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/LucasBSH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/LucasTO99,
author = {Peter J. F. Lucas and
Astrid Tholen and
Geeske van Oort},
title = {An intelligent system for pacemaker reprogramming},
journal = {Artif. Intell. Medicine},
volume = {17},
number = {3},
pages = {249--269},
year = {1999},
url = {https://doi.org/10.1016/S0933-3657(99)00023-8},
doi = {10.1016/S0933-3657(99)00023-8},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/LucasTO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/Lucas99,
author = {Peter J. F. Lucas},
editor = {Evelina Lamma and
Paola Mello},
title = {Certainty-Factor-Like Structures in Bayesian Networks},
booktitle = {AI*IA 99:Advances in Artificial Intelligence, 6th Congress of the
Italian Association for Artificial Intelligence, Bologna, Italy, September
14-17, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1792},
pages = {25--36},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46238-4\_3},
doi = {10.1007/3-540-46238-4\_3},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/Lucas99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aimdm/LucasTO99,
author = {Peter J. F. Lucas and
Astrid Tholen and
Geeske van Oort},
editor = {Werner Horn and
Yuval Shahar and
Gregor Lindberg and
Steen Andreassen and
Jeremy C. Wyatt},
title = {A Model-Based System for Pacemaker Reprogramming},
booktitle = {Artificial Intelligence in Medicine. Joint European Conference on
Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99,
Aalborg, Denmark, June 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1620},
pages = {175--184},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48720-4\_19},
doi = {10.1007/3-540-48720-4\_19},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/aimdm/LucasTO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/BruijnLSH99,
author = {Nicolette de Bruijn and
Peter J. F. Lucas and
Karin Schurink and
Andy Hoepelman},
editor = {Peter Kokol and
Blaz Zupan and
Janez Stare and
Marjan Premik and
Rolf Engelbrecht},
title = {A Probabilistic Approach to Improved Antibiotic Therapy},
booktitle = {Medical Informatics Europe '99, Proceedings, Ljubljana, Slovenia},
series = {Studies in Health Technology and Informatics},
volume = {68},
pages = {690--695},
publisher = {{IOS} Press},
year = {1999},
url = {https://doi.org/10.3233/978-1-60750-912-7-690},
doi = {10.3233/978-1-60750-912-7-690},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mie/BruijnLSH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Lucas98,
author = {Peter J. F. Lucas},
title = {Analysis of Notions of Diagnosis},
journal = {Artif. Intell.},
volume = {105},
number = {1-2},
pages = {295--343},
year = {1998},
url = {https://doi.org/10.1016/S0004-3702(98)00081-2},
doi = {10.1016/S0004-3702(98)00081-2},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Lucas98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LucasBT98,
author = {Peter J. F. Lucas and
Henk Boot and
Babs G. Taal},
title = {A decision-theoretic network approach to treatment management and
prognosis},
journal = {Knowl. Based Syst.},
volume = {11},
number = {5-6},
pages = {321--330},
year = {1998},
url = {https://doi.org/10.1016/S0950-7051(98)00060-4},
doi = {10.1016/S0950-7051(98)00060-4},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/LucasBT98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/Lucas97,
author = {Peter J. F. Lucas},
title = {Model-based diagnosis in medicine},
journal = {Artif. Intell. Medicine},
volume = {10},
number = {3},
pages = {201--208},
year = {1997},
url = {https://doi.org/10.1016/S0933-3657(97)00392-8},
doi = {10.1016/S0933-3657(97)00392-8},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/Lucas97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/Lucas97,
author = {Peter J. F. Lucas},
editor = {Elpida T. Keravnou and
Catherine Garbay and
Robert H. Baud and
Jeremy C. Wyatt},
title = {A Theory of Medical Diagnosis as Hypothesis Refinement},
booktitle = {Artificial Intelligence Medicine, 6th Conference on Artificial Intelligence
in Medicine in Europe, AIME'97, Grenoble, France, March 23-26, 1997,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1211},
pages = {169--180},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0029449},
doi = {10.1007/BFB0029449},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aime/Lucas97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ker/Lucas95,
author = {Peter J. F. Lucas},
title = {Logic engineering in medicine},
journal = {Knowl. Eng. Rev.},
volume = {10},
number = {2},
pages = {153--179},
year = {1995},
url = {https://doi.org/10.1017/S0269888900008134},
doi = {10.1017/S0269888900008134},
timestamp = {Thu, 27 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ker/Lucas95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/Lucas94,
author = {Peter J. F. Lucas},
title = {Refinement of the {HEPAR} expert system: tools and techniques},
journal = {Artif. Intell. Medicine},
volume = {6},
number = {2},
pages = {175--188},
year = {1994},
url = {https://doi.org/10.1016/0933-3657(94)90044-2},
doi = {10.1016/0933-3657(94)90044-2},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/Lucas94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/Lucas93,
author = {Peter J. F. Lucas},
title = {The representation of medical reasoning models in resolution-based
theorem provers},
journal = {Artif. Intell. Medicine},
volume = {5},
number = {5},
pages = {395--414},
year = {1993},
url = {https://doi.org/10.1016/0933-3657(93)90033-Y},
doi = {10.1016/0933-3657(93)90033-Y},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/Lucas93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0070547,
author = {Peter J. F. Lucas and
Linda C. van der Gaag},
title = {Principles of expert systems},
series = {International computer science series},
publisher = {Addison-Wesley},
year = {1991},
isbn = {978-0-201-41640-4},
timestamp = {Tue, 19 Apr 2011 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0070547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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