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ORCIDBibTeX records: Gregory F. Cooper
@article{DBLP:journals/corr/abs-2402-01987,
author = {Yiming Sun and
Yuhe Gao and
Runxue Bao and
Gregory F. Cooper and
Jessi Espino and
Harry Hochheiser and
Marian G. Michaels and
John M. Aronis and
Ye Ye},
title = {Online Transfer Learning for {RSV} Case Detection},
journal = {CoRR},
volume = {abs/2402.01987},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01987},
doi = {10.48550/ARXIV.2402.01987},
eprinttype = {arXiv},
eprint = {2402.01987},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/AndrewsWVLPC23,
author = {Bryan Andrews and
Chirayu Wongchokprasitti and
Shyam Visweswaran and
Chirag M. Lakhani and
Chirag J. Patel and
Gregory F. Cooper},
title = {A new method for estimating the probability of causal relationships
from observational data: Application to the study of the short-term
effects of air pollution on cardiovascular and respiratory disease},
journal = {Artif. Intell. Medicine},
volume = {139},
pages = {102546},
year = {2023},
url = {https://doi.org/10.1016/j.artmed.2023.102546},
doi = {10.1016/J.ARTMED.2023.102546},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/AndrewsWVLPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/KingACMSPBAGK23,
author = {Andrew J. King and
Derek C. Angus and
Gregory F. Cooper and
Danielle L. Mowery and
Jennifer B. Seaman and
Kelly M. Potter and
Leigh A. Bukowski and
Ali Al{-}Khafaji and
Scott R. Gunn and
Jeremy M. Kahn},
title = {A voice-based digital assistant for intelligent prompting of evidence-based
practices during {ICU} rounds},
journal = {J. Biomed. Informatics},
volume = {146},
pages = {104483},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104483},
doi = {10.1016/J.JBI.2023.104483},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/KingACMSPBAGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TriantafillouJC23,
author = {Sofia Triantafillou and
Fattaneh Jabbari and
Gregory F. Cooper},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning Treatment Effects from Observational and Experimental Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7126--7146},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/triantafillou23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TriantafillouJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/ChenCKJVDLLKTLCFL22,
author = {Xueer Chen and
Lujia Chen and
Cornelius H. L. K{\"{u}}rten and
Fattaneh Jabbari and
Lazar Vujanovic and
Ying Ding and
Binfeng Lu and
Kevin Lu and
Aditi Kulkarni and
Tracy Tabib and
Robert Lafyatis and
Gregory F. Cooper and
Robert Ferris and
Xinghua Lu},
title = {An individualized causal framework for learning intercellular communication
networks that define microenvironments of individual tumors},
journal = {PLoS Comput. Biol.},
volume = {18},
number = {12},
pages = {1010761},
year = {2022},
url = {https://doi.org/10.1371/journal.pcbi.1010761},
doi = {10.1371/JOURNAL.PCBI.1010761},
timestamp = {Wed, 31 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/ChenCKJVDLLKTLCFL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08963,
author = {Bryan Andrews and
Gregory F. Cooper and
Thomas S. Richardson and
Peter Spirtes},
title = {The m-connecting imset and factorization for {ADMG} models},
journal = {CoRR},
volume = {abs/2207.08963},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08963},
doi = {10.48550/ARXIV.2207.08963},
eprinttype = {arXiv},
eprint = {2207.08963},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/TanejaDCMDV21,
author = {Sanya Bathla Taneja and
Gerald P. Douglas and
Gregory F. Cooper and
Marian G. Michaels and
Marek J. Druzdzel and
Shyam Visweswaran},
title = {Bayesian network models with decision tree analysis for management
of childhood malaria in Malawi},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {21},
number = {1},
pages = {158},
year = {2021},
url = {https://doi.org/10.1186/s12911-021-01514-w},
doi = {10.1186/S12911-021-01514-W},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/TanejaDCMDV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/JohnsonCV21,
author = {Adriana Johnson and
Gregory F. Cooper and
Shyam Visweswaran},
title = {Patient-Specific Modeling with Lazy Random Forest (LazyRF)},
booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium,
San Diego, CA, USA, October 30, 2021 - November 3, 2021},
publisher = {{AMIA}},
year = {2021},
url = {https://knowledge.amia.org/74229-amia-1.4622266/t005-1.4625076/t005-1.4625077/3577039-1.4625672/3565975-1.4625669},
timestamp = {Wed, 17 Apr 2024 11:46:53 +0200},
biburl = {https://dblp.org/rec/conf/amia/JohnsonCV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/JohnsonCV21,
author = {Adriana Johnson and
Gregory F. Cooper and
Shyam Visweswaran},
editor = {Paula Otero and
Philip Scott and
Susan Z. Martin and
Elaine Huesing},
title = {A Novel Personalized Random Forest Algorithm for Clinical Outcome
Prediction},
booktitle = {{MEDINFO} 2021: One World, One Health - Global Partnership for Digital
Innovation - Proceedings of the 18th World Congress on Medical and
Health Informatics, Virtual Event, 2-4 October 2021},
series = {Studies in Health Technology and Informatics},
volume = {290},
pages = {248--252},
publisher = {{IOS} Press},
year = {2021},
url = {https://doi.org/10.3233/SHTI220072},
doi = {10.3233/SHTI220072},
timestamp = {Wed, 15 Jun 2022 15:51:15 +0200},
biburl = {https://dblp.org/rec/conf/medinfo/JohnsonCV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TriantafillouJC21,
author = {Sofia Triantafillou and
Fattaneh Jabbari and
Gregory F. Cooper},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Causal and interventional Markov boundaries},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {1434--1443},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/triantafillou21a.html},
timestamp = {Fri, 17 Dec 2021 17:06:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/TriantafillouJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aci/CalzoniCCVH20,
author = {Luca Calzoni and
Gilles Clermont and
Gregory F. Cooper and
Shyam Visweswaran and
Harry Hochheiser},
title = {Graphical Presentations of Clinical Data in a Learning Electronic
Medical Record},
journal = {Appl. Clin. Inform.},
volume = {11},
number = {04},
pages = {680--691},
year = {2020},
url = {https://doi.org/10.1055/s-0040-1709707},
doi = {10.1055/S-0040-1709707},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aci/CalzoniCCVH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LiuMCL20,
author = {Jinling Liu and
Xiaojun Ma and
Gregory F. Cooper and
Xinghua Lu},
title = {Explicit representation of protein activity states significantly improves
causal discovery of protein phosphorylation networks},
journal = {{BMC} Bioinform.},
volume = {21-S},
number = {13},
pages = {379},
year = {2020},
url = {https://doi.org/10.1186/s12859-020-03676-2},
doi = {10.1186/S12859-020-03676-2},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/LiuMCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/JabbariVDC20,
author = {Fattaneh Jabbari and
Liza C. Villaruz and
Mike Davis and
Gregory F. Cooper},
editor = {Martin Michalowski and
Robert Moskovitch},
title = {Lung Cancer Survival Prediction Using Instance-Specific Bayesian Networks},
booktitle = {Artificial Intelligence in Medicine - 18th International Conference
on Artificial Intelligence in Medicine, {AIME} 2020, Minneapolis,
MN, USA, August 25-28, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12299},
pages = {149--159},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59137-3\_14},
doi = {10.1007/978-3-030-59137-3\_14},
timestamp = {Wed, 16 Mar 2022 23:56:04 +0100},
biburl = {https://dblp.org/rec/conf/aime/JabbariVDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/JohnsonCV20,
author = {Adriana Johnson and
Gregory F. Cooper and
Shyam Visweswaran},
title = {Patient-Specific Modeling with Personalized Decision Paths},
booktitle = {{AMIA} 2020, American Medical Informatics Association Annual Symposium,
Virtual Event, USA, November 14-18, 2020},
publisher = {{AMIA}},
year = {2020},
url = {https://knowledge.amia.org/72332-amia-1.4602255/t003-1.4606204/t003-1.4606205/3416973-1.4606470/3413740-1.4606467},
timestamp = {Wed, 17 Apr 2024 11:47:01 +0200},
biburl = {https://dblp.org/rec/conf/amia/JohnsonCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YoungACL20,
author = {Jonathan D. Young and
Bryan Andrews and
Gregory F. Cooper and
Xinghua Lu},
editor = {Thuc Duy Le and
Lin Liu and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
title = {Learning Latent Causal Structures with a Redundant Input Neural Network},
booktitle = {Proceedings of the 2020 {KDD} Workshop on Causal Discovery (CD@KDD
2020), San Diego, CA, USA, 24 August 2020},
series = {Proceedings of Machine Learning Research},
volume = {127},
pages = {62--91},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v127/young20a.html},
timestamp = {Fri, 11 Dec 2020 12:14:42 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YoungACL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JabbariC20,
author = {Fattaneh Jabbari and
Gregory F. Cooper},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {An Instance-Specific Algorithm for Learning the Structure of Causal
Bayesian Networks Containing Latent Variables},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {433--441},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.49},
doi = {10.1137/1.9781611976236.49},
timestamp = {Mon, 20 Jul 2020 11:23:45 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JabbariC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13135,
author = {Jonathan D. Young and
Bryan Andrews and
Gregory F. Cooper and
Xinghua Lu},
title = {Learning Latent Causal Structures with a Redundant Input Neural Network},
journal = {CoRR},
volume = {abs/2003.13135},
year = {2020},
url = {https://arxiv.org/abs/2003.13135},
eprinttype = {arXiv},
eprint = {2003.13135},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/KingCCHHSV19,
author = {Andrew J. King and
Gregory F. Cooper and
Gilles Clermont and
Harry Hochheiser and
Milos Hauskrecht and
Dean F. Sittig and
Shyam Visweswaran},
title = {Using machine learning to selectively highlight patient information},
journal = {J. Biomed. Informatics},
volume = {100},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2019.103327},
doi = {10.1016/J.JBI.2019.103327},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/KingCCHHSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/CaiCLMXZCXLCCLC19,
author = {Chunhui Cai and
Gregory F. Cooper and
Kevin N. Lu and
Xiaojun Ma and
Shuping Xu and
Zhenlong Zhao and
Xueer Chen and
Yifan Xue and
Adrian V. Lee and
Nathan Clark and
Vicky Chen and
Songjian Lu and
Lujia Chen and
Liyue Yu and
Harry Hochheiser and
Xia Jiang and
Q. Jane Wang and
Xinghua Lu},
title = {Systematic discovery of the functional impact of somatic genome alterations
in individual tumors through tumor-specific causal inference},
journal = {PLoS Comput. Biol.},
volume = {15},
number = {7},
year = {2019},
url = {https://doi.org/10.1371/journal.pcbi.1007088},
doi = {10.1371/JOURNAL.PCBI.1007088},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/CaiCLMXZCXLCCLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KingVHCC19,
author = {Andrew J. King and
Shyam Visweswaran and
Harry Hochheiser and
Gilles Clermont and
Gregory F. Cooper},
title = {Insights from a dissertation on the development of a Learning Electronic
Medical Record System: data-driven, context-aware learning},
booktitle = {{AMIA} 2019, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2019},
publisher = {{AMIA}},
year = {2019},
url = {https://knowledge.amia.org/69862-amia-1.4570936/t007-1.4573510/t007-1.4573511/3201549-1.4574109/3203292-1.4574106},
timestamp = {Wed, 17 Apr 2024 11:47:08 +0200},
biburl = {https://dblp.org/rec/conf/amia/KingVHCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/JabbariVC19,
author = {Fattaneh Jabbari and
Shyam Visweswaran and
Gregory F. Cooper},
editor = {Illhoi Yoo and
Jinbo Bi and
Xiaohua Hu},
title = {An Empirical Investigation of Instance-Specific Causal Bayesian Network
Learning},
booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2019, San Diego, CA, USA, November 18-21, 2019},
pages = {2582--2585},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIBM47256.2019.8983131},
doi = {10.1109/BIBM47256.2019.8983131},
timestamp = {Fri, 09 Apr 2021 17:11:15 +0200},
biburl = {https://dblp.org/rec/conf/bibm/JabbariVC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AndrewsRC19,
author = {Bryan Andrews and
Joseph D. Ramsey and
Gregory F. Cooper},
editor = {Thuc Duy Le and
Jiuyong Li and
Kun Zhang and
Emre Kiciman and
Peng Cui and
Aapo Hyv{\"{a}}rinen},
title = {Learning High-dimensional Directed Acyclic Graphs with Mixed Data-types},
booktitle = {Proceedings of the 2019 {ACM} {SIGKDD} Workshop on Causal Discovery,
CD@KDD 2019, Anchorage, Alaska, USA, August 5, 2019},
series = {Proceedings of Machine Learning Research},
volume = {104},
pages = {4--21},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v104/andrews19a.html},
timestamp = {Tue, 15 Dec 2020 17:40:19 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AndrewsRC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/AndrewsRC18,
author = {Bryan Andrews and
Joseph D. Ramsey and
Gregory F. Cooper},
title = {Scoring Bayesian networks of mixed variables},
journal = {Int. J. Data Sci. Anal.},
volume = {6},
number = {1},
pages = {3--18},
year = {2018},
url = {https://doi.org/10.1007/s41060-017-0085-7},
doi = {10.1007/S41060-017-0085-7},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/AndrewsRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/NaeiniC18,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper},
title = {Binary classifier calibration using an ensemble of piecewise linear
regression models},
journal = {Knowl. Inf. Syst.},
volume = {54},
number = {1},
pages = {151--170},
year = {2018},
url = {https://doi.org/10.1007/s10115-017-1133-2},
doi = {10.1007/S10115-017-1133-2},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/NaeiniC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CalzoniCCVH18,
author = {Luca Calzoni and
Gilles Clermont and
Gregory F. Cooper and
Shyam Visweswaran and
Harry Hochheiser},
title = {Design of a Learning Electronic Medical Record: {A} Qualitative Study
of {ICU} Clinicians' Information Needs and Practices},
booktitle = {{AMIA} 2018, American Medical Informatics Association Annual Symposium,
San Francisco, CA, November 3-7, 2018},
publisher = {{AMIA}},
year = {2018},
url = {https://knowledge.amia.org/67852-amia-1.4259402/t007-1.4262189/t007-1.4262190/2977017-1.4263115/2965047-1.4263112},
timestamp = {Wed, 17 Apr 2024 11:47:15 +0200},
biburl = {https://dblp.org/rec/conf/amia/CalzoniCCVH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KingCHCHV18,
author = {Andrew J. King and
Gregory F. Cooper and
Harry Hochheiser and
Gilles Clermont and
Milos Hauskrecht and
Shyam Visweswaran},
title = {Using Machine Learning to Predict the Information Seeking Behavior
of Clinicians Using an Electronic Medical Record System},
booktitle = {{AMIA} 2018, American Medical Informatics Association Annual Symposium,
San Francisco, CA, November 3-7, 2018},
publisher = {{AMIA}},
year = {2018},
url = {https://knowledge.amia.org/67852-amia-1.4259402/t004-1.4263758/t004-1.4263759/2975300-1.4263919/2962345-1.4263916},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/KingCHCHV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/JabbariVC18,
author = {Fattaneh Jabbari and
Shyam Visweswaran and
Gregory F. Cooper},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {Instance-Specific Bayesian Network Structure Learning},
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 = {169--180},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/jabbari18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/pgm/JabbariVC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aci/FerraroYGHTCBGN17,
author = {Jeffrey P. Ferraro and
Ye Ye and
Per H. Gesteland and
Peter J. Haug and
Fu{-}Chiang Tsui and
Gregory F. Cooper and
Rudy Van Bree and
Thomas Ginter and
Andrew Nowalk and
Michael M. Wagner},
title = {The effects of natural language processing on cross-institutional
portability of influenza case detection for disease surveillance},
journal = {Appl. Clin. Inform.},
volume = {08},
number = {02},
pages = {560--580},
year = {2017},
url = {https://doi.org/10.4338/aci-2016-12-ra-0211},
doi = {10.4338/ACI-2016-12-RA-0211},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aci/FerraroYGHTCBGN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/AronisMWTYFHGC17,
author = {John M. Aronis and
Nicholas Millett and
Michael M. Wagner and
Fu{-}Chiang Tsui and
Ye Ye and
Jeffrey P. Ferraro and
Peter J. Haug and
Per H. Gesteland and
Gregory F. Cooper},
title = {A Bayesian system to detect and characterize overlapping outbreaks},
journal = {J. Biomed. Informatics},
volume = {73},
pages = {171--181},
year = {2017},
url = {https://doi.org/10.1016/j.jbi.2017.08.003},
doi = {10.1016/J.JBI.2017.08.003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/AronisMWTYFHGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CalzoniCCVH17,
author = {Luca Calzoni and
Gilles Clermont and
Gregory F. Cooper and
Shyam Visweswaran and
Harry Hochheiser},
title = {Exploring Novel Graphical Representations of Clinical Data in a Learning
{EMR}},
booktitle = {{AMIA} 2017, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 4-8, 2017},
publisher = {{AMIA}},
year = {2017},
url = {https://knowledge.amia.org/65881-amiab-1.4254737/t004-1.4257399/f004-1.4257400/2730958-1.4258255/2729964-1.4258252},
timestamp = {Wed, 17 Apr 2024 11:47:24 +0200},
biburl = {https://dblp.org/rec/conf/amia/CalzoniCCVH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cri/KingHVCC17,
author = {Andrew J. King and
Harry Hochheiser and
Shyam Visweswaran and
Gilles Clermont and
Gregory F. Cooper},
title = {Eye-tracking for clinical decision support: {A} method to capture
automatically what physicians are viewing in the {EMR}},
booktitle = {Summit on Clinical Research Informatics, {CRI} 2017, San Francisco,
CA, USA, March 27-30, 2017},
publisher = {{AMIA}},
year = {2017},
url = {http://knowledge.amia.org/amia-64484-cri2017-1.3520710/t005-1.3521351/t005-1.3521352/a150-1.3521362/a151-1.3521359},
timestamp = {Wed, 20 Jun 2018 17:09:15 +0200},
biburl = {https://dblp.org/rec/conf/cri/KingHVCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JabbariRSC17,
author = {Fattaneh Jabbari and
Joseph D. Ramsey and
Peter Spirtes and
Gregory F. Cooper},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Discovery of Causal Models that Contain Latent Variables Through Bayesian
Scoring of Independence Constraints},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10535},
pages = {142--157},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71246-8\_9},
doi = {10.1007/978-3-319-71246-8\_9},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/JabbariRSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-08626,
author = {Fattaneh Jabbari and
Mahdi Pakdaman Naeini and
Gregory F. Cooper},
title = {Obtaining Accurate Probabilistic Causal Inference by Post-Processing
Calibration},
journal = {CoRR},
volume = {abs/1712.08626},
year = {2017},
url = {http://arxiv.org/abs/1712.08626},
eprinttype = {arXiv},
eprint = {1712.08626},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-08626.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/HauskrechtBHNCV16,
author = {Milos Hauskrecht and
Iyad Batal and
Charmgil Hong and
Quang Nguyen and
Gregory F. Cooper and
Shyam Visweswaran and
Gilles Clermont},
title = {Outlier-based detection of unusual patient-management actions: An
{ICU} study},
journal = {J. Biomed. Informatics},
volume = {64},
pages = {211--221},
year = {2016},
url = {https://doi.org/10.1016/j.jbi.2016.10.002},
doi = {10.1016/J.JBI.2016.10.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/HauskrechtBHNCV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/BatalCFHMH16,
author = {Iyad Batal and
Gregory F. Cooper and
Dmitriy Fradkin and
James H. Harrison Jr. and
Fabian Moerchen and
Milos Hauskrecht},
title = {An efficient pattern mining approach for event detection in multivariate
temporal data},
journal = {Knowl. Inf. Syst.},
volume = {46},
number = {1},
pages = {115--150},
year = {2016},
url = {https://doi.org/10.1007/s10115-015-0819-6},
doi = {10.1007/S10115-015-0819-6},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/BatalCFHMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NaeiniC16,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Binary Classifier Calibration Using an Ensemble of Near Isotonic Regression
Models},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {360--369},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0047},
doi = {10.1109/ICDM.2016.0047},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/NaeiniC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NaeiniC16,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Binary Classifier Calibration Using an Ensemble of Linear Trend Estimation},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {261--269},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.30},
doi = {10.1137/1.9781611974348.30},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NaeiniC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/CooperBBBBEGJKL15,
author = {Gregory F. Cooper and
Ivet Bahar and
Michael J. Becich and
Panayiotis V. Benos and
Jeremy M. Berg and
Jeremy U. Espino and
Clark Glymour and
Rebecca Crowley Jacobson and
Michelle Kienholz and
Adrian V. Lee and
Xinghua Lu and
Richard Scheines},
title = {The center for causal discovery of biomedical knowledge from big data},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {6},
pages = {1132--1136},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocv059},
doi = {10.1093/JAMIA/OCV059},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/CooperBBBBEGJKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/CooperVTMEW15,
author = {Gregory F. Cooper and
Ricardo Villamar{\'{\i}}n{-}Salom{\'{o}}n and
Fuchiang (Rich) Tsui and
Nicholas Millett and
Jeremy U. Espino and
Michael M. Wagner},
title = {A method for detecting and characterizing outbreaks of infectious
disease from clinical reports},
journal = {J. Biomed. Informatics},
volume = {53},
pages = {15--26},
year = {2015},
url = {https://doi.org/10.1016/j.jbi.2014.08.011},
doi = {10.1016/J.JBI.2014.08.011},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/CooperVTMEW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/PinedaYVCWT15,
author = {Arturo L{\'{o}}pez Pineda and
Ye Ye and
Shyam Visweswaran and
Gregory F. Cooper and
Michael M. Wagner and
Fuchiang (Rich) Tsui},
title = {Comparison of machine learning classifiers for influenza detection
from emergency department free-text reports},
journal = {J. Biomed. Informatics},
volume = {58},
pages = {60--69},
year = {2015},
url = {https://doi.org/10.1016/j.jbi.2015.08.019},
doi = {10.1016/J.JBI.2015.08.019},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/PinedaYVCWT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NaeiniCH15,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper and
Milos Hauskrecht},
editor = {Blai Bonet and
Sven Koenig},
title = {Obtaining Well Calibrated Probabilities Using Bayesian Binning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2901--2907},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9602},
doi = {10.1609/AAAI.V29I1.9602},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NaeiniCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KingCHCV15,
author = {Andrew J. King and
Gregory F. Cooper and
Harry Hochheiser and
Gilles Clermont and
Shyam Visweswaran},
title = {Development and Preliminary Evaluation of a Prototype of a Learning
Electronic Medical Record System},
booktitle = {{AMIA} 2015, American Medical Informatics Association Annual Symposium,
San Francisco, CA, USA, November 14-18, 2015},
publisher = {{AMIA}},
year = {2015},
url = {https://knowledge.amia.org/59310-amia-1.2741865/t007-1.2744224/f007-1.2744225/2247034-1.2744277/2243312-1.2744274},
timestamp = {Wed, 17 Apr 2024 11:47:40 +0200},
biburl = {https://dblp.org/rec/conf/amia/KingCHCV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SverchkovC15,
author = {Yuriy Sverchkov and
Gregory F. Cooper},
editor = {{\'{E}}lisa Fromont and
Tijl De Bie and
Matthijs van Leeuwen},
title = {A Bayesian Approach for Identifying Multivariate Differences Between
Groups},
booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium,
{IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9385},
pages = {275--285},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24465-5\_24},
doi = {10.1007/978-3-319-24465-5\_24},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/SverchkovC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/RibeiroOFVC15,
author = {Guilherme Alberto Sousa Ribeiro and
Alexandre C{\'{e}}sar Muniz de Oliveira and
Antonio Luiz S. Ferreira and
Shyam Visweswaran and
Gregory F. Cooper},
editor = {Petra Perner},
title = {Patient-Specific Modeling of Medical Data},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 11th International
Conference, {MLDM} 2015, Hamburg, Germany, July 20-21, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9166},
pages = {415--424},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-21024-7\_29},
doi = {10.1007/978-3-319-21024-7\_29},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/RibeiroOFVC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NaeiniCH15,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper and
Milos Hauskrecht},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Binary Classifier Calibration Using a Bayesian Non-Parametric Approach},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {208--216},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.24},
doi = {10.1137/1.9781611974010.24},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/NaeiniCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NaeiniC15,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper},
title = {Binary Classifier Calibration using an Ensemble of Near Isotonic Regression
Models},
journal = {CoRR},
volume = {abs/1511.05191},
year = {2015},
url = {http://arxiv.org/abs/1511.05191},
eprinttype = {arXiv},
eprint = {1511.05191},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NaeiniC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/AvaliCG14,
author = {Viji R. Avali and
Gregory F. Cooper and
Vanathi Gopalakrishnan},
title = {Application of Bayesian Logistic Regression to Mining Biomedical Data},
booktitle = {{AMIA} 2014, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 15-19, 2014},
publisher = {{AMIA}},
year = {2014},
url = {https://knowledge.amia.org/56638-amia-1.1540970/t-004-1.1544972/f-004-1.1544973/a-119-1.1545316/a-120-1.1545313},
timestamp = {Wed, 17 Apr 2024 11:47:48 +0200},
biburl = {https://dblp.org/rec/conf/amia/AvaliCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NaeiniCH14,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper and
Milos Hauskrecht},
title = {Binary Classifier Calibration: Bayesian Non-Parametric Approach},
journal = {CoRR},
volume = {abs/1401.2955},
year = {2014},
url = {http://arxiv.org/abs/1401.2955},
eprinttype = {arXiv},
eprint = {1401.2955},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NaeiniCH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NaeiniCH14a,
author = {Mahdi Pakdaman Naeini and
Gregory F. Cooper and
Milos Hauskrecht},
title = {Binary Classifier Calibration: Non-parametric approach},
journal = {CoRR},
volume = {abs/1401.3390},
year = {2014},
url = {http://arxiv.org/abs/1401.3390},
eprinttype = {arXiv},
eprint = {1401.3390},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NaeiniCH14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VisweswaranC14,
author = {Shyam Visweswaran and
Gregory F. Cooper},
title = {Counting Markov Blanket Structures},
journal = {CoRR},
volume = {abs/1407.2483},
year = {2014},
url = {http://arxiv.org/abs/1407.2483},
eprinttype = {arXiv},
eprint = {1407.2483},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VisweswaranC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/HauskrechtBVVCC13,
author = {Milos Hauskrecht and
Iyad Batal and
Michal Valko and
Shyam Visweswaran and
Gregory F. Cooper and
Gilles Clermont},
title = {Outlier detection for patient monitoring and alerting},
journal = {J. Biomed. Informatics},
volume = {46},
number = {1},
pages = {47--55},
year = {2013},
url = {https://doi.org/10.1016/j.jbi.2012.08.004},
doi = {10.1016/J.JBI.2012.08.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/HauskrechtBVVCC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/Villamarin-SalomonCWTE13,
author = {Ricardo Villamar{\'{\i}}n{-}Salom{\'{o}}n and
Gregory F. Cooper and
Michael M. Wagner and
Fu{-}Chiang Tsui and
Jeremy U. Espino},
title = {A method for estimating from thermometer sales the incidence of diseases
that are symptomatically similar to influenza},
journal = {J. Biomed. Informatics},
volume = {46},
number = {3},
pages = {444--457},
year = {2013},
url = {https://doi.org/10.1016/j.jbi.2013.02.003},
doi = {10.1016/J.JBI.2013.02.003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/Villamarin-SalomonCWTE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/BatalVCH13,
author = {Iyad Batal and
Hamed Valizadegan and
Gregory F. Cooper and
Milos Hauskrecht},
title = {A temporal pattern mining approach for classifying electronic health
record data},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {4},
number = {4},
pages = {63:1--63:22},
year = {2013},
url = {https://doi.org/10.1145/2508037.2508044},
doi = {10.1145/2508037.2508044},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/BatalVCH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HauskrechtVCC13,
author = {Milos Hauskrecht and
Shyam Visweswaran and
Gregory F. Cooper and
Gilles Clermont},
title = {Conditional Outlier Approach for Detection of Unusual Patient Care
Actions},
booktitle = {Late-Breaking Developments in the Field of Artificial Intelligence,
Bellevue, Washington, USA, July 14-18, 2013},
series = {{AAAI} Technical Report},
volume = {{WS-13-17}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW13/paper/view/7153},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HauskrechtVCC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/FerreiraCV13,
author = {Antonio Luiz S. Ferreira and
Gregory F. Cooper and
Shyam Visweswaran},
title = {Decision Path Models for Patient-Specific Modeling of Patient Outcomes},
booktitle = {{AMIA} 2013, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2013},
publisher = {{AMIA}},
year = {2013},
url = {https://knowledge.amia.org/amia-55142-a2013e-1.580047/t-05-1.583941/f-005-1.583942/a-143-1.584224/a-149-1.584221},
timestamp = {Wed, 17 Apr 2024 11:47:55 +0200},
biburl = {https://dblp.org/rec/conf/amia/FerreiraCV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/HauskrechtVCC13,
author = {Milos Hauskrecht and
Shyam Visweswaran and
Gregory F. Cooper and
Gilles Clermont},
title = {Data-driven identification of unusual clinical actions in the {ICU}},
booktitle = {{AMIA} 2013, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2013},
publisher = {{AMIA}},
year = {2013},
url = {https://knowledge.amia.org/amia-55142-a2013e-1.580047/t-02-1.584671/f-002-1.584672/a-166-1.584842/a-199-1.584839},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/HauskrechtVCC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0576,
author = {Mehmet Kayaalp and
Gregory F. Cooper},
title = {A Bayesian Network Scoring Metric That Is Based On Globally Uniform
Parameter Priors},
journal = {CoRR},
volume = {abs/1301.0576},
year = {2013},
url = {http://arxiv.org/abs/1301.0576},
eprinttype = {arXiv},
eprint = {1301.0576},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-3844,
author = {Gregory F. Cooper},
title = {A Bayesian Method for Causal Modeling and Discovery Under Selection},
journal = {CoRR},
volume = {abs/1301.3844},
year = {2013},
url = {http://arxiv.org/abs/1301.3844},
eprinttype = {arXiv},
eprint = {1301.3844},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-6686,
author = {Gregory F. Cooper and
Changwon Yoo},
title = {Causal Discovery from a Mixture of Experimental and Observational
Data},
journal = {CoRR},
volume = {abs/1301.6686},
year = {2013},
url = {http://arxiv.org/abs/1301.6686},
eprinttype = {arXiv},
eprint = {1301.6686},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-6686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-6723,
author = {Stefano Monti and
Gregory F. Cooper},
title = {A Bayesian Network Classifier that Combines a Finite Mixture Model
and a Naive Bayes Model},
journal = {CoRR},
volume = {abs/1301.6723},
year = {2013},
url = {http://arxiv.org/abs/1301.6723},
eprinttype = {arXiv},
eprint = {1301.6723},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-6723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-7403,
author = {Stefano Monti and
Gregory F. Cooper},
title = {A Multivariate Discretization Method for Learning Bayesian Networks
from Mixed Data},
journal = {CoRR},
volume = {abs/1301.7403},
year = {2013},
url = {http://arxiv.org/abs/1301.7403},
eprinttype = {arXiv},
eprint = {1301.7403},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-7403.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-3552,
author = {Constantin F. Aliferis and
Gregory F. Cooper},
title = {A Structurally and Temporally Extended Bayesian Belief Network Model:
Definitions, Properties, and Modeling Techniques},
journal = {CoRR},
volume = {abs/1302.3552},
year = {2013},
url = {http://arxiv.org/abs/1302.3552},
eprinttype = {arXiv},
eprint = {1302.3552},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-3552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-6779,
author = {Constantin F. Aliferis and
Gregory F. Cooper},
title = {An Evaluation of an Algorithm for Inductive Learning of Bayesian Belief
Networks Usin},
journal = {CoRR},
volume = {abs/1302.6779},
year = {2013},
url = {http://arxiv.org/abs/1302.6779},
eprinttype = {arXiv},
eprint = {1302.6779},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-6779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-5714,
author = {Gregory F. Cooper and
Edward Herskovits},
title = {A Bayesian Method for Constructing Bayesian Belief Networks from Databases},
journal = {CoRR},
volume = {abs/1303.5714},
year = {2013},
url = {http://arxiv.org/abs/1303.5714},
eprinttype = {arXiv},
eprint = {1303.5714},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-5714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1088,
author = {Edward Herskovits and
Gregory F. Cooper},
title = {Kutato: An Entropy-Driven System for Construction of Probabilistic
Expert Systems from Databases},
journal = {CoRR},
volume = {abs/1304.1088},
year = {2013},
url = {http://arxiv.org/abs/1304.1088},
eprinttype = {arXiv},
eprint = {1304.1088},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1097,
author = {R. Martin Chavez and
Gregory F. Cooper},
title = {A Randomized Approximation Algorithm of Logic Sampling},
journal = {CoRR},
volume = {abs/1304.1097},
year = {2013},
url = {http://arxiv.org/abs/1304.1097},
eprinttype = {arXiv},
eprint = {1304.1097},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1114,
author = {Henri Jacques Suermondt and
Gregory F. Cooper and
David Heckerman},
title = {A Combination of Cutset Conditioning with Clique-Tree Propagation
in the Pathfinder System},
journal = {CoRR},
volume = {abs/1304.1114},
year = {2013},
url = {http://arxiv.org/abs/1304.1114},
eprinttype = {arXiv},
eprint = {1304.1114},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1141,
author = {Michael Shwe and
Gregory F. Cooper},
title = {An Empirical Analysis of Likelihood-Weighting Simulation on a Large,
Multiply-Connected Belief Network},
journal = {CoRR},
volume = {abs/1304.1141},
year = {2013},
url = {http://arxiv.org/abs/1304.1141},
eprinttype = {arXiv},
eprint = {1304.1141},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1498,
author = {R. Martin Chavez and
Gregory F. Cooper},
title = {An Empirical Evaluation of a Randomized Algorithm for Probabilistic
Inference},
journal = {CoRR},
volume = {abs/1304.1498},
year = {2013},
url = {http://arxiv.org/abs/1304.1498},
eprinttype = {arXiv},
eprint = {1304.1498},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1512,
author = {Eric Horvitz and
Henri Jacques Suermondt and
Gregory F. Cooper},
title = {Bounded Conditioning: Flexible Inference for Decisions under Scarce
Resources},
journal = {CoRR},
volume = {abs/1304.1512},
year = {2013},
url = {http://arxiv.org/abs/1304.1512},
eprinttype = {arXiv},
eprint = {1304.1512},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2345,
author = {R. Martin Chavez and
Gregory F. Cooper},
title = {{KNET:} Integrating Hypermedia and Bayesian Modeling},
journal = {CoRR},
volume = {abs/1304.2345},
year = {2013},
url = {http://arxiv.org/abs/1304.2345},
eprinttype = {arXiv},
eprint = {1304.2345},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2346,
author = {Gregory F. Cooper},
title = {A Method for Using Belief Networks as Influence Diagrams},
journal = {CoRR},
volume = {abs/1304.2346},
year = {2013},
url = {http://arxiv.org/abs/1304.2346},
eprinttype = {arXiv},
eprint = {1304.2346},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2377,
author = {Henri Jacques Suermondt and
Gregory F. Cooper},
title = {Updating Probabilities in Multiply-Connected Belief Networks},
journal = {CoRR},
volume = {abs/1304.2377},
year = {2013},
url = {http://arxiv.org/abs/1304.2377},
eprinttype = {arXiv},
eprint = {1304.2377},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2722,
author = {Homer L. Chin and
Gregory F. Cooper},
title = {Stochastic Simulation of Bayesian Belief Networks},
journal = {CoRR},
volume = {abs/1304.2722},
year = {2013},
url = {http://arxiv.org/abs/1304.2722},
eprinttype = {arXiv},
eprint = {1304.2722},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2754,
author = {Gregory F. Cooper},
title = {An Algorithm for Computing Probabilistic Propositions},
journal = {CoRR},
volume = {abs/1304.2754},
year = {2013},
url = {http://arxiv.org/abs/1304.2754},
eprinttype = {arXiv},
eprint = {1304.2754},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-3844,
author = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {Proceedings of the Fourteenth Conference on Uncertainty in Artificial
Intelligence {(1998)}},
journal = {CoRR},
volume = {abs/1304.3844},
year = {2013},
url = {http://arxiv.org/abs/1304.3844},
eprinttype = {arXiv},
eprint = {1304.3844},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-3844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/ShenC12,
author = {Yanna Shen and
Gregory F. Cooper},
title = {Multivariate Bayesian modeling of known and unknown causes of events
- An application to biosurveillance},
journal = {Comput. Methods Programs Biomed.},
volume = {107},
number = {3},
pages = {436--446},
year = {2012},
url = {https://doi.org/10.1016/j.cmpb.2010.11.015},
doi = {10.1016/J.CMPB.2010.11.015},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/ShenC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/SverchkovJC12,
author = {Yuriy Sverchkov and
Xia Jiang and
Gregory F. Cooper},
title = {Spatial cluster detection using dynamic programming},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {12},
pages = {22},
year = {2012},
url = {https://doi.org/10.1186/1472-6947-12-22},
doi = {10.1186/1472-6947-12-22},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/SverchkovJC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/Hennings-YeomansC12,
author = {Pablo H. Hennings{-}Yeomans and
Gregory F. Cooper},
title = {Improving the Prediction of Clinical Outcomes from Genomic Data Using
Multiresolution Analysis},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {9},
number = {5},
pages = {1442--1450},
year = {2012},
url = {https://doi.org/10.1109/TCBB.2012.80},
doi = {10.1109/TCBB.2012.80},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/Hennings-YeomansC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WagnerCTEHLVMBG12,
author = {Michael M. Wagner and
Gregory F. Cooper and
Fu{-}Chiang Tsui and
Jeremy U. Espino and
Hendrik Harkema and
John Levander and
Ricardo Villamar{\'{\i}}n{-}Salom{\'{o}}n and
Nicholas Millett and
Shawn T. Brown and
Anthony Gallaggher},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {A Decision-Theoretic Model of Disease Surveillance and Control and
a Prototype Implementation for the Disease Influenza},
booktitle = {Workshops Proceedings of the {IEEE} 28th International Conference
on Data Engineering, {ICDE} 2012, Arlington, VA, USA, April 1-5, 2012},
pages = {49--54},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDEW.2012.32},
doi = {10.1109/ICDEW.2012.32},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/WagnerCTEHLVMBG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/SverchkovVCHC12,
author = {Yuriy Sverchkov and
Shyam Visweswaran and
Gilles Clermont and
Milos Hauskrecht and
Gregory F. Cooper},
editor = {Gang Luo and
Jiming Liu and
Christopher C. Yang},
title = {A multivariate probabilistic method for comparing two clinical datasets},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} '12, Miami,
FL, USA, January 28-30, 2012},
pages = {795--800},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2110363.2110460},
doi = {10.1145/2110363.2110460},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ihi/SverchkovVCHC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BatalCH12,
author = {Iyad Batal and
Gregory F. Cooper and
Milos Hauskrecht},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {A Bayesian Scoring Technique for Mining Predictive and Non-Spurious
Rules},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {260--276},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3\_17},
doi = {10.1007/978-3-642-33486-3\_17},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BatalCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ManiSC12,
author = {Subramani Mani and
Peter Spirtes and
Gregory F. Cooper},
title = {A theoretical study of {Y} structures for causal discovery},
journal = {CoRR},
volume = {abs/1206.6853},
year = {2012},
url = {http://arxiv.org/abs/1206.6853},
eprinttype = {arXiv},
eprint = {1206.6853},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ManiSC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4122,
author = {Gregory F. Cooper and
Denver Dash and
John Levander and
Weng{-}Keen Wong and
William R. Hogan and
Michael M. Wagner},
title = {Bayesian Biosurveillance of Disease Outbreaks},
journal = {CoRR},
volume = {abs/1207.4122},
year = {2012},
url = {http://arxiv.org/abs/1207.4122},
eprinttype = {arXiv},
eprint = {1207.4122},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LustgartenVGC11,
author = {Jonathan L. Lustgarten and
Shyam Visweswaran and
Vanathi Gopalakrishnan and
Gregory F. Cooper},
title = {Application of an efficient Bayesian discretization method to biomedical
data},
journal = {{BMC} Bioinform.},
volume = {12},
pages = {309},
year = {2011},
url = {https://doi.org/10.1186/1471-2105-12-309},
doi = {10.1186/1471-2105-12-309},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/LustgartenVGC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/WeiVC11,
author = {Wei Wei and
Shyam Visweswaran and
Gregory F. Cooper},
title = {The application of naive Bayes model averaging to predict Alzheimer's
disease from genome-wide data},
journal = {J. Am. Medical Informatics Assoc.},
volume = {18},
number = {4},
pages = {370--375},
year = {2011},
url = {https://doi.org/10.1136/amiajnl-2011-000101},
doi = {10.1136/AMIAJNL-2011-000101},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/WeiVC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/BatalVCH11,
author = {Iyad Batal and
Hamed Valizadegan and
Gregory F. Cooper and
Milos Hauskrecht},
editor = {Fang{-}Xiang Wu and
Mohammed Javeed Zaki and
Shinichi Morishita and
Yi Pan and
Stephen Wong and
Anastasia Christianson and
Xiaohua Hu},
title = {A Pattern Mining Approach for Classifying Multivariate Temporal Data},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011},
pages = {358--365},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BIBM.2011.39},
doi = {10.1109/BIBM.2011.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/BatalVCH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ValkoKVCH11,
author = {Michal Valko and
Branislav Kveton and
Hamed Valizadegan and
Gregory F. Cooper and
Milos Hauskrecht},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Conditional Anomaly Detection with Soft Harmonic Functions},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {735--743},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.40},
doi = {10.1109/ICDM.2011.40},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ValkoKVCH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/GopalakrishnanLVC10,
author = {Vanathi Gopalakrishnan and
Jonathan L. Lustgarten and
Shyam Visweswaran and
Gregory F. Cooper},
title = {Bayesian rule learning for biomedical data mining},
journal = {Bioinform.},
volume = {26},
number = {5},
pages = {668--675},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btq005},
doi = {10.1093/BIOINFORMATICS/BTQ005},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/GopalakrishnanLVC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/JiangC10,
author = {Xia Jiang and
Gregory F. Cooper},
title = {A real-time temporal Bayesian architecture for event surveillance
and its application to patient-specific multiple disease outbreak
detection},
journal = {Data Min. Knowl. Discov.},
volume = {20},
number = {3},
pages = {328--360},
year = {2010},
url = {https://doi.org/10.1007/s10618-009-0151-4},
doi = {10.1007/S10618-009-0151-4},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/JiangC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/JiangNC10,
author = {Xia Jiang and
Daniel B. Neill and
Gregory F. Cooper},
title = {A Bayesian network model for spatial event surveillance},
journal = {Int. J. Approx. Reason.},
volume = {51},
number = {2},
pages = {224--239},
year = {2010},
url = {https://doi.org/10.1016/j.ijar.2009.01.001},
doi = {10.1016/J.IJAR.2009.01.001},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/JiangNC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/JiangC10,
author = {Xia Jiang and
Gregory F. Cooper},
title = {A Bayesian spatio-temporal method for disease outbreak detection},
journal = {J. Am. Medical Informatics Assoc.},
volume = {17},
number = {4},
pages = {462--471},
year = {2010},
url = {https://doi.org/10.1136/jamia.2009.000356},
doi = {10.1136/JAMIA.2009.000356},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/JiangC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/VisweswaranAHWYC10,
author = {Shyam Visweswaran and
Derek C. Angus and
Margaret Hsieh and
Lisa A. Weissfeld and
Donald Yealy and
Gregory F. Cooper},
title = {Learning patient-specific predictive models from clinical data},
journal = {J. Biomed. Informatics},
volume = {43},
number = {5},
pages = {669--685},
year = {2010},
url = {https://doi.org/10.1016/j.jbi.2010.04.009},
doi = {10.1016/J.JBI.2010.04.009},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/VisweswaranAHWYC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VisweswaranC10,
author = {Shyam Visweswaran and
Gregory F. Cooper},
title = {Learning Instance-Specific Predictive Models},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3333--3369},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953038},
doi = {10.5555/1756006.1953038},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VisweswaranC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/NeillC10,
author = {Daniel B. Neill and
Gregory F. Cooper},
title = {A multivariate Bayesian scan statistic for early event detection and
characterization},
journal = {Mach. Learn.},
volume = {79},
number = {3},
pages = {261--282},
year = {2010},
url = {https://doi.org/10.1007/s10994-009-5144-4},
doi = {10.1007/S10994-009-5144-4},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/NeillC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/JiangWCW09,
author = {Xia Jiang and
Garrick L. Wallstrom and
Gregory F. Cooper and
Michael M. Wagner},
title = {Bayesian prediction of an epidemic curve},
journal = {J. Biomed. Informatics},
volume = {42},
number = {1},
pages = {90--99},
year = {2009},
url = {https://doi.org/10.1016/j.jbi.2008.05.013},
doi = {10.1016/J.JBI.2008.05.013},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/JiangWCW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/JiangCN09,
author = {Xia Jiang and
Gregory F. Cooper and
Daniel B. Neill},
title = {Generalized {AMOC} Curves For Evaluation and Improvement of Event
Surveillance},
booktitle = {{AMIA} 2009, American Medical Informatics Association Annual Symposium,
San Francisco, CA, USA, November 14-18, 2009},
publisher = {{AMIA}},
year = {2009},
url = {https://knowledge.amia.org/amia-55142-a2009a-1.626575/t-001-1.627318/f-001-1.627319/a-055-1.627587/a-056-1.627584},
timestamp = {Wed, 17 Apr 2024 11:48:10 +0200},
biburl = {https://dblp.org/rec/conf/amia/JiangCN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ShenC09,
author = {Yanna Shen and
Gregory F. Cooper},
title = {Bayesian Modeling of Unknown Diseases for Biosurveillance},
booktitle = {{AMIA} 2009, American Medical Informatics Association Annual Symposium,
San Francisco, CA, USA, November 14-18, 2009},
publisher = {{AMIA}},
year = {2009},
url = {https://knowledge.amia.org/amia-55142-a2009a-1.626575/t-001-1.627318/f-001-1.627319/a-113-1.627412/a-114-1.627409},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/ShenC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ShenADC08,
author = {Yanna Shen and
Christina Adamou and
John N. Dowling and
Gregory F. Cooper},
title = {Estimating the joint disease outbreak-detection time when an automated
biosurveillance system is augmenting traditional clinical case finding},
journal = {J. Biomed. Informatics},
volume = {41},
number = {2},
pages = {224--231},
year = {2008},
url = {https://doi.org/10.1016/j.jbi.2007.11.002},
doi = {10.1016/J.JBI.2007.11.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/ShenADC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/DaraDTCC08,
author = {Jagan Dara and
John N. Dowling and
Debbie A. Travers and
Gregory F. Cooper and
Wendy Webber Chapman},
title = {Evaluation of preprocessing techniques for chief complaint classification},
journal = {J. Biomed. Informatics},
volume = {41},
number = {4},
pages = {613--623},
year = {2008},
url = {https://doi.org/10.1016/j.jbi.2007.11.004},
doi = {10.1016/J.JBI.2007.11.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/DaraDTCC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/WadhwaFSPVCC08,
author = {Rajiv Wadhwa and
Douglas B. Fridsma and
Melissa I. Saul and
Louis E. Penrod and
Shyam Visweswaran and
Gregory F. Cooper and
Wendy W. Chapman},
title = {Analysis of a Failed Clinical Decision Support System for Management
of Congestive Heart Failure},
booktitle = {{AMIA} 2008, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 8-12, 2008},
publisher = {{AMIA}},
year = {2008},
url = {https://knowledge.amia.org/amia-55142-a2008a-1.625176/t-001-1.626020/f-001-1.626021/a-160-1.626083/a-161-1.626080},
timestamp = {Wed, 17 Apr 2024 11:48:12 +0200},
biburl = {https://dblp.org/rec/conf/amia/WadhwaFSPVCC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SutovskuC08,
author = {Peter Sutovsk{\'{u}} and
Gregory F. Cooper},
editor = {Malik Ghallab and
Constantine D. Spyropoulos and
Nikos Fakotakis and
Nikolaos M. Avouris},
title = {Hierarchical explanation of inference in Bayesian networks that represent
a population of independent agents},
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 = {214--218},
publisher = {{IOS} Press},
year = {2008},
url = {https://doi.org/10.3233/978-1-58603-891-5-214},
doi = {10.3233/978-1-58603-891-5-214},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/SutovskuC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuyonACEPSS08,
author = {Isabelle Guyon and
Constantin F. Aliferis and
Gregory F. Cooper and
Andr{\'{e}} Elisseeff and
Jean{-}Philippe Pellet and
Peter Spirtes and
Alexander R. Statnikov},
editor = {Isabelle Guyon and
Constantin F. Aliferis and
Gregory F. Cooper and
Andr{\'{e}} Elisseeff and
Jean{-}Philippe Pellet and
Peter Spirtes and
Alexander R. Statnikov},
title = {Design and Analysis of the Causation and Prediction Challenge},
booktitle = {Causation and Prediction Challenge at {WCCI} 2008, Hong Kong, June
1-6, 2008},
series = {{JMLR} Proceedings},
volume = {3},
pages = {1--33},
publisher = {JMLR.org},
year = {2008},
url = {http://proceedings.mlr.press/v3/guyon08a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuyonACEPSS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JiangWC08,
author = {Xia Jiang and
Michael M. Wagner and
Gregory F. Cooper},
editor = {Dawn E. Holmes and
Lakhmi C. Jain},
title = {Modeling the Temporal Trend of the Daily Severity of an Outbreak Using
Bayesian Networks},
booktitle = {Innovations in Bayesian Networks: Theory and Applications},
series = {Studies in Computational Intelligence},
volume = {156},
pages = {169--185},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85066-3\_7},
doi = {10.1007/978-3-540-85066-3\_7},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/JiangWC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wcci/2008cpc,
editor = {Isabelle Guyon and
Constantin F. Aliferis and
Gregory F. Cooper and
Andr{\'{e}} Elisseeff and
Jean{-}Philippe Pellet and
Peter Spirtes and
Alexander R. Statnikov},
title = {Causation and Prediction Challenge at {WCCI} 2008, Hong Kong, June
1-6, 2008},
series = {{JMLR} Proceedings},
volume = {3},
publisher = {JMLR.org},
year = {2008},
url = {http://proceedings.mlr.press/v3/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wcci/2008cpc.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/HauskrechtVKVC07,
author = {Milos Hauskrecht and
Michal Valko and
Branislav Kveton and
Shyam Visweswaran and
Gregory F. Cooper},
title = {Evidence-based Anomaly Detection in Clinical Domains},
booktitle = {{AMIA} 2007, American Medical Informatics Association Annual Symposium,
Chicago, IL, USA, November 10-14, 2007},
publisher = {{AMIA}},
year = {2007},
url = {https://knowledge.amia.org/amia-55142-a2007a-1.623841/t-001-1.624626/f-001-1.624627/a-058-1.624954/a-059-1.624951},
timestamp = {Wed, 17 Apr 2024 11:48:14 +0200},
biburl = {https://dblp.org/rec/conf/amia/HauskrechtVKVC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/JiangC07,
author = {Xia Jiang and
Gregory F. Cooper},
title = {A Recursive Algorithm for Spatial Cluster Detection},
booktitle = {{AMIA} 2007, American Medical Informatics Association Annual Symposium,
Chicago, IL, USA, November 10-14, 2007},
publisher = {{AMIA}},
year = {2007},
url = {https://knowledge.amia.org/amia-55142-a2007a-1.623841/t-001-1.624626/f-001-1.624627/a-068-1.624924/a-069-1.624921},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/JiangC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biosurveillance/ShenC07,
author = {Yanna Shen and
Gregory F. Cooper},
editor = {Daniel Dajun Zeng and
Ivan Gotham and
Ken Komatsu and
Cecil Lynch and
Mark Thurmond and
David Madigan and
Bill Lober and
James Kvach and
Hsinchun Chen},
title = {A Bayesian Biosurveillance Method That Models Unknown Outbreak Diseases},
booktitle = {Intelligence and Security Informatics: Biosurveillance, Second {NSF}
Workshop, BioSurveillance 2007, New Brunswick, NJ, USA, May 22, 2007,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4506},
pages = {209--215},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72608-1\_21},
doi = {10.1007/978-3-540-72608-1\_21},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/biosurveillance/ShenC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/YooCS06,
author = {Changwon Yoo and
Gregory F. Cooper and
Martin Schmidt},
title = {A control study to evaluate a computer-based microarray experiment
design recommendation system for gene-regulation pathways discovery},
journal = {J. Biomed. Informatics},
volume = {39},
number = {2},
pages = {126--146},
year = {2006},
url = {https://doi.org/10.1016/j.jbi.2005.05.011},
doi = {10.1016/J.JBI.2005.05.011},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/YooCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ManiCS06,
author = {Subramani Mani and
Gregory F. Cooper and
Peter Spirtes},
title = {A Theoretical Study of {Y} Structures for Causal Discovery},
booktitle = {{UAI} '06, Proceedings of the 22nd Conference in Uncertainty in Artificial
Intelligence, Cambridge, MA, USA, July 13-16, 2006},
publisher = {{AUAI} Press},
year = {2006},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1257\&\#38;proceeding\_id=22},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ManiCS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/Cooper05,
author = {Gregory F. Cooper},
title = {Editorial Comments: Defining a Workable Strategy to Stimulate Widespread
Adoption of Electronic Health Records in the United States},
journal = {J. Am. Medical Informatics Assoc.},
volume = {12},
number = {1},
pages = {1--2},
year = {2005},
url = {https://doi.org/10.1197/jamia.M1706},
doi = {10.1197/JAMIA.M1706},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/Cooper05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/MiddletonHBC05,
author = {Blackford Middleton and
William Ed Hammond and
Patricia Flatley Brennan and
Gregory F. Cooper},
title = {Viewpoint Paper: Accelerating {U.S.} {EHR} Adoption: How to Get There
From Here. Recommendations Based on the 2004 {ACMI} Retreat},
journal = {J. Am. Medical Informatics Assoc.},
volume = {12},
number = {1},
pages = {13--19},
year = {2005},
url = {https://doi.org/10.1197/jamia.M1669},
doi = {10.1197/JAMIA.M1669},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/MiddletonHBC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/CooperAAABCFJLM05,
author = {Gregory F. Cooper and
Vijoy Abraham and
Constantin F. Aliferis and
John M. Aronis and
Bruce G. Buchanan and
Rich Caruana and
Michael J. Fine and
Janine E. Janosky and
Gary Livingston and
Tom M. Mitchell},
title = {Predicting dire outcomes of patients with community acquired pneumonia},
journal = {J. Biomed. Informatics},
volume = {38},
number = {5},
pages = {347--366},
year = {2005},
url = {https://doi.org/10.1016/j.jbi.2005.02.005},
doi = {10.1016/J.JBI.2005.02.005},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/CooperAAABCFJLM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WongMCW05,
author = {Weng{-}Keen Wong and
Andrew W. Moore and
Gregory F. Cooper and
Michael M. Wagner},
title = {What's Strange About Recent Events {(WSARE):} An Algorithm for the
Early Detection of Disease Outbreaks},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1961--1998},
year = {2005},
url = {http://jmlr.org/papers/v6/wong05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WongMCW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CooperV05,
author = {Gregory F. Cooper and
Shyam Visweswaran},
title = {Deriving the Expected Utility of a Predictive Model When the Utilities
Are Uncertain},
booktitle = {{AMIA} 2005, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, October 22-26, 2005},
publisher = {{AMIA}},
year = {2005},
url = {https://knowledge.amia.org/amia-55142-a2005a-1.613296/t-001-1.616182/f-001-1.616183/a-032-1.616594/a-033-1.616591},
timestamp = {Wed, 17 Apr 2024 11:48:22 +0200},
biburl = {https://dblp.org/rec/conf/amia/CooperV05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/RamachandranCCD05,
author = {Manoj Ramachandran and
Gregory F. Cooper and
Wendy W. Chapman and
John N. Dowling},
title = {A Software Tool to Assist Researchers in Coding Free Text Clinical
Reports},
booktitle = {{AMIA} 2005, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, October 22-26, 2005},
publisher = {{AMIA}},
year = {2005},
url = {https://knowledge.amia.org/amia-55142-a2005a-1.613296/t-004-1.615234/f-001-1.615235/a-474-1.615251/a-475-1.615248},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/RamachandranCCD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/VisweswaranC05,
author = {Shyam Visweswaran and
Gregory F. Cooper},
title = {Patient-Specific Models for Predicting the Outcomes of Patients with
Community Acquired Pneumonia},
booktitle = {{AMIA} 2005, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, October 22-26, 2005},
publisher = {{AMIA}},
year = {2005},
url = {https://knowledge.amia.org/amia-55142-a2005a-1.613296/t-001-1.616182/f-001-1.616183/a-152-1.616233/a-153-1.616230},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/VisweswaranC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NeillMC05,
author = {Daniel B. Neill and
Andrew W. Moore and
Gregory F. Cooper},
title = {A Bayesian Spatial Scan Statistic},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {1003--1010},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/28acfe2da49d2b9a7f177458256f2540-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NeillMC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/YooC04,
author = {Changwon Yoo and
Gregory F. Cooper},
title = {An evaluation of a system that recommends microarray experiments to
perform to discover gene-regulation pathways},
journal = {Artif. Intell. Medicine},
volume = {31},
number = {2},
pages = {169--182},
year = {2004},
url = {https://doi.org/10.1016/j.artmed.2004.01.018},
doi = {10.1016/J.ARTMED.2004.01.018},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/YooC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DashC04,
author = {Denver Dash and
Gregory F. Cooper},
title = {Model Averaging for Prediction with Discrete Bayesian Networks},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1177--1203},
year = {2004},
url = {http://jmlr.org/papers/volume5/dash04a/dash04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DashC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csb/WangC04,
author = {Wei Wang and
Gregory F. Cooper},
title = {An Bayesian Method for Biological Pathway Discovery from High-Throughput
Experimental Data},
booktitle = {3rd International {IEEE} Computer Society Computational Systems Bioinformatics
Conference, {CSB} 2004, Stanford, CA, USA, August 16-19, 2004},
pages = {645--646},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CSB.2004.1332530},
doi = {10.1109/CSB.2004.1332530},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csb/WangC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/medinfo/ManiC04,
author = {Subramani Mani and
Gregory F. Cooper},
editor = {Marius Fieschi and
Enrico W. Coiera and
Yu{-}Chuan (Jack) Li},
title = {Causal Discovery Using {A} Bayesian Local Causal Discovery Algorithm},
booktitle = {{MEDINFO} 2004 - Proceedings of the 11th World Congress on Medical
Informatics, San Francisco, California, USA, September 7-11, 2004},
series = {Studies in Health Technology and Informatics},
volume = {107},
pages = {731--735},
publisher = {{IOS} Press},
year = {2004},
url = {https://doi.org/10.3233/978-1-60750-949-3-731},
doi = {10.3233/978-1-60750-949-3-731},
timestamp = {Wed, 17 Aug 2022 16:35:51 +0200},
biburl = {https://dblp.org/rec/conf/medinfo/ManiC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VisweswaranC04,
author = {Shyam Visweswaran and
Gregory F. Cooper},
title = {Instance-Specific Bayesian Model Averaging for Classification},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {1449--1456},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/e6acf4b0f69f6f6e60e9a815938aa1ff-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/VisweswaranC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CooperDLWHW04,
author = {Gregory F. Cooper and
Denver Dash and
John Levander and
Weng{-}Keen Wong and
William R. Hogan and
Michael M. Wagner},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {Bayesian Biosurveillance of Disease Outbreaks},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {94--103},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1163\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CooperDLWHW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ChapmanCHCHW03,
author = {Wendy Webber Chapman and
Gregory F. Cooper and
Paul Hanbury and
Brian E. Chapman and
Lee H. Harrison and
Michael M. Wagner},
title = {Research Paper: Creating a Text Classifier to Detect Radiology Reports
Describing Mediastinal Findings Associated with Inhalational Anthrax
and Other Disorders},
journal = {J. Am. Medical Informatics Assoc.},
volume = {10},
number = {5},
pages = {494--503},
year = {2003},
url = {https://doi.org/10.1197/jamia.M1330},
doi = {10.1197/JAMIA.M1330},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/ChapmanCHCHW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DashC03,
author = {Denver Dash and
Gregory F. Cooper},
editor = {Christopher M. Bishop and
Brendan J. Frey},
title = {Model Averaging with Bayesian Network Classifiers},
booktitle = {Proceedings of the Ninth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2003, Key West, Florida, USA, January 3-6,
2003},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2003},
url = {http://research.microsoft.com/en-us/um/cambridge/events/aistats2003/proceedings/173.pdf},
timestamp = {Wed, 06 May 2015 20:33:21 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DashC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/VisweswaranHSC03,
author = {Shyam Visweswaran and
Paul Hanbury and
Melissa I. Saul and
Gregory F. Cooper},
title = {Detecting Adverse Drug Events in Discharge Summaries Using Variations
on the Simple Bayes Model},
booktitle = {{AMIA} 2003, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 8-12, 2003},
publisher = {{AMIA}},
year = {2003},
url = {https://knowledge.amia.org/amia-55142-a2003a-1.616734/t-001-1.619623/f-001-1.619624/a-139-1.619678/a-140-1.619675},
timestamp = {Wed, 17 Apr 2024 11:48:28 +0200},
biburl = {https://dblp.org/rec/conf/amia/VisweswaranHSC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/YooC03,
author = {Changwon Yoo and
Gregory F. Cooper},
title = {A Computer-Based Microarray Experiment Design-System for Gene-Regulation
Pathway Discovery},
booktitle = {{AMIA} 2003, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 8-12, 2003},
publisher = {{AMIA}},
year = {2003},
url = {https://knowledge.amia.org/amia-55142-a2003a-1.616734/t-001-1.619623/f-001-1.619624/a-148-1.619650/a-149-1.619647},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/YooC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WongMCW03,
author = {Weng{-}Keen Wong and
Andrew W. Moore and
Gregory F. Cooper and
Michael M. Wagner},
editor = {Tom Fawcett and
Nina Mishra},
title = {Bayesian Network Anomaly Pattern Detection for Disease Outbreaks},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {808--815},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-105.php},
timestamp = {Wed, 10 Jun 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WongMCW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WongMCW02,
author = {Weng{-}Keen Wong and
Andrew W. Moore and
Gregory F. Cooper and
Michael M. Wagner},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Rule-Based Anomaly Pattern Detection for Detecting Disease Outbreaks},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {217--223},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-034.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WongMCW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/BuchananCCHKRS02,
author = {Bruce G. Buchanan and
Wendy W. Chapman and
Gregory F. Cooper and
Paul Hanbury and
Mehmet Kayaalp and
Manoj Ramachandran and
Melissa I. Saul},
title = {Creating a Software Tool for the Clinical Researcher - the {IPS} System},
booktitle = {{AMIA} 2002, American Medical Informatics Association Annual Symposium,
San Antonio, TX, USA, November 9-13, 2002},
publisher = {{AMIA}},
year = {2002},
url = {https://knowledge.amia.org/amia-55142-a2002a-1.610020/t-003-1.611891/f-001-1.611892/a-442-1.611913},
timestamp = {Wed, 17 Apr 2024 11:48:33 +0200},
biburl = {https://dblp.org/rec/conf/amia/BuchananCCHKRS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/YooC02,
author = {Changwon Yoo and
Gregory F. Cooper},
title = {Discovery of gene-regulation pathways using local causal search},
booktitle = {{AMIA} 2002, American Medical Informatics Association Annual Symposium,
San Antonio, TX, USA, November 9-13, 2002},
publisher = {{AMIA}},
year = {2002},
url = {https://knowledge.amia.org/amia-55142-a2002a-1.610020/t-001-1.612667/f-001-1.612668/a-184-1.612696/a-185-1.612693},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/YooC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DashC02,
author = {Denver Dash and
Gregory F. Cooper},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Exact model averaging with naive Bayesian classifiers},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {91--98},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Tue, 26 Nov 2002 10:58:27 +0100},
biburl = {https://dblp.org/rec/conf/icml/DashC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/YooTC02,
author = {Changwon Yoo and
Vesteinn Thorsson and
Gregory F. Cooper},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Teri E. Klein},
title = {Discovery of Causal Relationships in a Gene-Regulation Pathway from
a Mixture of Experimental and Observational {DNA} Microarray Data},
booktitle = {Proceedings of the 7th Pacific Symposium on Biocomputing, {PSB} 2002,
Lihue, Hawaii, USA, January 3-7, 2002},
pages = {498--509},
year = {2002},
url = {http://psb.stanford.edu/psb-online/proceedings/psb02/yoo.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/YooTC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KayaalpC02,
author = {Mehmet Kayaalp and
Gregory F. Cooper},
editor = {Adnan Darwiche and
Nir Friedman},
title = {A Bayesian Network Scoring Metic that Is Based on Globally Uniform
Parameter Priors},
booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial
Intelligence, University of Alberta, Edmonton, Alberta, Canada, August
1-4, 2002},
pages = {251--258},
publisher = {Morgan Kaufmann},
year = {2002},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=867\&\#38;proceeding\_id=18},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KayaalpC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ChapmanBHCB01,
author = {Wendy Webber Chapman and
Will Bridewell and
Paul Hanbury and
Gregory F. Cooper and
Bruce G. Buchanan},
title = {A Simple Algorithm for Identifying Negated Findings and Diseases in
Discharge Summaries},
journal = {J. Biomed. Informatics},
volume = {34},
number = {5},
pages = {301--310},
year = {2001},
url = {https://doi.org/10.1006/jbin.2001.1029},
doi = {10.1006/JBIN.2001.1029},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/ChapmanBHCB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KayaalpCC01,
author = {Mehmet Kayaalp and
Gregory F. Cooper and
Gilles Clermont},
editor = {Thomas S. Richardson and
Tommi S. Jaakkola},
title = {Predicting with Variables Constructed from Temporal Sequences},
booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7,
2001},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2001},
url = {http://www.gatsby.ucl.ac.uk/aistats/aistats2001/files/kayaalp179.pdf},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KayaalpCC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ManiC01,
author = {Subramani Mani and
Gregory F. Cooper},
editor = {Thomas S. Richardson and
Tommi S. Jaakkola},
title = {A Simulation Study of Three Related Causal Data Mining Algorithms},
booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7,
2001},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2001},
url = {http://www.gatsby.ucl.ac.uk/aistats/aistats2001/files/mani131.pdf},
timestamp = {Wed, 06 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ManiC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ScheinesCYC01,
author = {Richard Scheines and
Gregory F. Cooper and
Changwon Yoo and
Tianjiao Chu},
editor = {Thomas S. Richardson and
Tommi S. Jaakkola},
title = {Piecewise Linear Instrumental Variable Estimation of Causal Influence},
booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7,
2001},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2001},
url = {http://www.gatsby.ucl.ac.uk/aistats/aistats2001/files/scheines164.ps},
timestamp = {Wed, 06 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ScheinesCYC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ChapmanBHCB01,
author = {Wendy W. Chapman and
Will Bridewell and
Paul Hanbury and
Gregory F. Cooper and
Bruce G. Buchanan},
title = {Evaluation of negation phrases in narrative clinical reports},
booktitle = {{AMIA} 2001, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 3-7, 2001},
publisher = {{AMIA}},
year = {2001},
url = {https://knowledge.amia.org/amia-55142-a2001a-1.597057/t-001-1.599654/f-001-1.599655/a-021-1.600074/a-022-1.600071},
timestamp = {Wed, 17 Apr 2024 11:48:39 +0200},
biburl = {https://dblp.org/rec/conf/amia/ChapmanBHCB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CooperBCHKS01,
author = {Gregory F. Cooper and
Bruce G. Buchanan and
Wendy W. Chapman and
Paul Hanbury and
Mehmet Kayaalp and
Melissa I. Saul},
title = {{IPS:} {A} System That Uses Machine Learning to Help Locate Patient
Records for Clinical Research},
booktitle = {{AMIA} 2001, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 3-7, 2001},
publisher = {{AMIA}},
year = {2001},
url = {https://knowledge.amia.org/amia-55142-a2001a-1.597057/t-002-1.598852/f-001-1.598853/a-171-1.599624/a-172-1.599621},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/CooperBCHKS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/AronisCF00,
author = {John M. Aronis and
Gregory F. Cooper and
Michael J. Fine},
title = {A Retrospective Study of the Effect of a Prognostic Model on the Hospital
Admission Decision for Patients with Low Risk Community-acquired Pneumonia},
booktitle = {{AMIA} 2000, American Medical Informatics Association Annual Symposium,
Los Angeles, CA, USA, November 4-8, 2000},
publisher = {{AMIA}},
year = {2000},
url = {https://knowledge.amia.org/amia-55142-a2000a-1.606968/t-002-1.608710/f-001-1.608711/a-205-1.609359/a-206-1.609356},
timestamp = {Wed, 17 Apr 2024 11:48:44 +0200},
biburl = {https://dblp.org/rec/conf/amia/AronisCF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KayaalpCC00,
author = {Mehmet Kayaalp and
Gregory F. Cooper and
Gilles Clermont},
title = {Predicting {ICU} mortality: a comparison of stationary and nonstationary
temporal models},
booktitle = {{AMIA} 2000, American Medical Informatics Association Annual Symposium,
Los Angeles, CA, USA, November 4-8, 2000},
publisher = {{AMIA}},
year = {2000},
url = {https://knowledge.amia.org/amia-55142-a2000a-1.606968/t-001-1.609408/f-001-1.609409/a-084-1.609725/a-085-1.609722},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/KayaalpCC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ManiC00,
author = {Subramani Mani and
Gregory F. Cooper},
title = {Causal discovery from medical textual data},
booktitle = {{AMIA} 2000, American Medical Informatics Association Annual Symposium,
Los Angeles, CA, USA, November 4-8, 2000},
publisher = {{AMIA}},
year = {2000},
url = {https://knowledge.amia.org/amia-55142-a2000a-1.606968/t-001-1.609408/f-001-1.609409/a-109-1.609650/a-110-1.609647},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/ManiC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Cooper00,
author = {Gregory F. Cooper},
editor = {Craig Boutilier and
Mois{\'{e}}s Goldszmidt},
title = {A Bayesian Method for Causal Modeling and Discovery Under Selection},
booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial
Intelligence, Stanford University, Stanford, California, USA, June
30 - July 3, 2000},
pages = {98--106},
publisher = {Morgan Kaufmann},
year = {2000},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=12\&\#38;proceeding\_id=16},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Cooper00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ManiC99,
author = {Subramani Mani and
Gregory F. Cooper},
editor = {Jim Hendler and
Devika Subramanian},
title = {Causal Discovery from Population-Based Infant Birth and Death Records},
booktitle = {Proceedings of the Sixteenth National Conference on Artificial Intelligence
and Eleventh Conference on Innovative Applications of Artificial Intelligence,
July 18-22, 1999, Orlando, Florida, {USA}},
pages = {973},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1999},
url = {http://www.aaai.org/Library/AAAI/1999/aaai99-180.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ManiC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MontiC99,
author = {Stefano Monti and
Gregory F. Cooper},
editor = {David Heckerman and
Joe Whittaker},
title = {A latent variable model for multivariate discretization},
booktitle = {Proceedings of the Seventh International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
3-6, 1999},
publisher = {Society for Artificial Intelligence and Statistics},
year = {1999},
url = {http://uncertainty99.microsoft.com/cbdiscre.htm},
timestamp = {Tue, 19 Jun 2018 18:30:12 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MontiC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SpirtesC99,
author = {Peter Spirtes and
Gregory F. Cooper},
editor = {David Heckerman and
Joe Whittaker},
title = {An experiment in causal discovery using a pneumona database},
booktitle = {Proceedings of the Seventh International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 1999, Fort Lauderdale, Florida, USA, January
3-6, 1999},
publisher = {Society for Artificial Intelligence and Statistics},
year = {1999},
url = {http://uncertainty99.microsoft.com/spirtes.htm},
timestamp = {Fri, 15 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SpirtesC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/AronisCKB99,
author = {John M. Aronis and
Gregory F. Cooper and
Mehmet Kayaalp and
Bruce G. Buchanan},
title = {Identifying patient subgroups with simple Bayes'},
booktitle = {{AMIA} 1999, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 6-10, 1999},
publisher = {{AMIA}},
year = {1999},
url = {https://knowledge.amia.org/amia-55142-a1999a-1.591078/t-001-1.593353/f-001-1.593354/a-132-1.593571/a-133-1.593568},
timestamp = {Wed, 17 Apr 2024 11:48:49 +0200},
biburl = {https://dblp.org/rec/conf/amia/AronisCKB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ManiC99,
author = {Subramani Mani and
Gregory F. Cooper},
title = {A study in causal discovery from population-based infant birth and
death records},
booktitle = {{AMIA} 1999, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 6-10, 1999},
publisher = {{AMIA}},
year = {1999},
url = {https://knowledge.amia.org/amia-55142-a1999a-1.591078/t-001-1.593353/f-001-1.593354/a-063-1.593778/a-064-1.593775},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/ManiC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CooperY99,
author = {Gregory F. Cooper and
Changwon Yoo},
editor = {Kathryn B. Laskey and
Henri Prade},
title = {Causal Discovery from a Mixture of Experimental and Observational
Data},
booktitle = {{UAI} '99: Proceedings of the Fifteenth Conference on Uncertainty
in Artificial Intelligence, Stockholm, Sweden, July 30 - August 1,
1999},
pages = {116--125},
publisher = {Morgan Kaufmann},
year = {1999},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=160\&\#38;proceeding\_id=15},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CooperY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MontiC99,
author = {Stefano Monti and
Gregory F. Cooper},
editor = {Kathryn B. Laskey and
Henri Prade},
title = {A Bayesian Network Classifier that Combines a Finite Mixture Model
and a NaIve Bayes Model},
booktitle = {{UAI} '99: Proceedings of the Fifteenth Conference on Uncertainty
in Artificial Intelligence, Stockholm, Sweden, July 30 - August 1,
1999},
pages = {447--456},
publisher = {Morgan Kaufmann},
year = {1999},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=197\&\#38;proceeding\_id=15},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MontiC99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/CooperM98,
author = {Gregory F. Cooper and
Randolph A. Miller},
title = {Research Paper: An Experiment Comparing Lexical and Statistical Methods
for Extracting MeSH Terms from Clinical Free Text},
journal = {J. Am. Medical Informatics Assoc.},
volume = {5},
number = {1},
pages = {62--75},
year = {1998},
url = {https://doi.org/10.1136/jamia.1998.0050062},
doi = {10.1136/JAMIA.1998.0050062},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/CooperM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/AliferisC98,
author = {Constantin F. Aliferis and
Gregory F. Cooper},
title = {Temporal representation design principles: an assessment in the domain
of liver transplantation},
booktitle = {{AMIA} 1998, American Medical Informatics Association Annual Symposium,
Lake Buena Vista, FL, USA, November 7-11, 1998},
publisher = {{AMIA}},
year = {1998},
url = {https://knowledge.amia.org/amia-55142-a1998a-1.588514/t-001-1.590475/f-001-1.590476/a-029-1.590948/a-030-1.590945},
timestamp = {Wed, 17 Apr 2024 11:48:54 +0200},
biburl = {https://dblp.org/rec/conf/amia/AliferisC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/CooperBKSV98,
author = {Gregory F. Cooper and
Bruce G. Buchanan and
Mehmet Kayaalp and
Melissa I. Saul and
John K. Vries},
title = {Using computer modeling to help identify patient subgroups in clinical
data repositories},
booktitle = {{AMIA} 1998, American Medical Informatics Association Annual Symposium,
Lake Buena Vista, FL, USA, November 7-11, 1998},
publisher = {{AMIA}},
year = {1998},
url = {https://knowledge.amia.org/amia-55142-a1998a-1.588514/t-001-1.590475/f-001-1.590476/a-031-1.590942/a-032-1.590939},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/CooperBKSV98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/MontiC98,
author = {Stefano Monti and
Gregory F. Cooper},
title = {The impact of modeling the dependencies among patient findings on
classification accuracy and calibration},
booktitle = {{AMIA} 1998, American Medical Informatics Association Annual Symposium,
Lake Buena Vista, FL, USA, November 7-11, 1998},
publisher = {{AMIA}},
year = {1998},
url = {https://knowledge.amia.org/amia-55142-a1998a-1.588514/t-001-1.590475/f-001-1.590476/a-113-1.590696/a-114-1.590693},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amia/MontiC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MontiC98,
author = {Stefano Monti and
Gregory F. Cooper},
editor = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {A Multivariate Discretization Method for Learning Bayesian Networks
from Mixed Data},
booktitle = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty
in Artificial Intelligence, University of Wisconsin Business School,
Madison, Wisconsin, USA, July 24-26, 1998},
pages = {404--413},
publisher = {Morgan Kaufmann},
year = {1998},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=273\&\#38;proceeding\_id=14},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/MontiC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/MontiC98,
author = {Stefano Monti and
Gregory F. Cooper},
editor = {Michael I. Jordan},
title = {Learning Hybrid Bayesian Networks from Data},
booktitle = {Learning in Graphical Models},
series = {{NATO} {ASI} Series},
volume = {89},
pages = {521--540},
publisher = {Springer Netherlands},
year = {1998},
url = {https://doi.org/10.1007/978-94-011-5014-9\_19},
doi = {10.1007/978-94-011-5014-9\_19},
timestamp = {Wed, 31 Jul 2019 13:30:26 +0200},
biburl = {https://dblp.org/rec/books/sp/12/MontiC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/1998,
editor = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty
in Artificial Intelligence, University of Wisconsin Business School,
Madison, Wisconsin, USA, July 24-26, 1998},
publisher = {Morgan Kaufmann},
year = {1998},
isbn = {1-55860-555-X},
timestamp = {Thu, 15 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/1998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/CooperAAABCFGGHJMMRS97,
author = {Gregory F. Cooper and
Constantin F. Aliferis and
Richard Ambrosino and
John M. Aronis and
Bruce G. Buchanan and
Rich Caruana and
Michael J. Fine and
Clark Glymour and
Geoffrey J. Gordon and
Barbara H. Hanusa and
Janine E. Janosky and
Christopher Meek and
Tom M. Mitchell and
Thomas S. Richardson and
Peter Spirtes},
title = {An evaluation of machine-learning methods for predicting pneumonia
mortality},
journal = {Artif. Intell. Medicine},
volume = {9},
number = {2},
pages = {107--138},
year = {1997},
url = {https://doi.org/10.1016/S0933-3657(96)00367-3},
doi = {10.1016/S0933-3657(96)00367-3},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/CooperAAABCFGGHJMMRS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/CitroBC97,
author = {Gil Citro and
Gordon Banks and
Gregory F. Cooper},
title = {{INKBLOT:} {A} neurological diagnostic decision support system integrating
causal and anatomical knowledge},
journal = {Artif. Intell. Medicine},
volume = {10},
number = {3},
pages = {257--267},
year = {1997},
url = {https://doi.org/10.1016/S0933-3657(97)00395-3},
doi = {10.1016/S0933-3657(97)00395-3},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/CitroBC97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/AliferisCPBW97,
author = {Constantin F. Aliferis and
Gregory F. Cooper and
Martha E. Pollack and
Bruce G. Buchanan and
Michael M. Wagner},
title = {Representing and developing temporally abstracted knowledge as a means
towards facilitating time modeling in medical decision-support systems},
journal = {Comput. Biol. Medicine},
volume = {27},
number = {5},
pages = {411--434},
year = {1997},
url = {https://doi.org/10.1016/S0010-4825(97)00013-9},
doi = {10.1016/S0010-4825(97)00013-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/AliferisCPBW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/Cooper97,
author = {Gregory F. Cooper},
title = {A Simple Constraint-Based Algorithm for Efficiently Mining Observational
Databases for Causal Relationships},
journal = {Data Min. Knowl. Discov.},
volume = {1},
number = {2},
pages = {203--224},
year = {1997},
url = {https://doi.org/10.1023/A:1009787925236},
doi = {10.1023/A:1009787925236},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/Cooper97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MontiC96,
author = {Stefano Monti and
Gregory F. Cooper},
title = {Bounded recursive decomposition: a search-based method for belief-network
inference under limited resources},
journal = {Int. J. Approx. Reason.},
volume = {15},
number = {1},
pages = {49--75},
year = {1996},
url = {https://doi.org/10.1016/0888-613X(96)00012-6},
doi = {10.1016/0888-613X(96)00012-6},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/MontiC96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/AliferisCMBBG96,
author = {Constantin F. Aliferis and
Gregory F. Cooper and
Randolph A. Miller and
Bruce G. Buchanan and
Richard Bankowitz and
Nunzia Bettinsoli Giuse},
title = {Research Paper: {A} Temporal Analysis of {QMR}},
journal = {J. Am. Medical Informatics Assoc.},
volume = {3},
number = {1},
pages = {79--91},
year = {1996},
url = {https://doi.org/10.1136/jamia.1996.96342651},
doi = {10.1136/JAMIA.1996.96342651},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/AliferisCMBBG96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MontiC96,
author = {Stefano Monti and
Gregory F. Cooper},
editor = {Michael Mozer and
Michael I. Jordan and
Thomas Petsche},
title = {Learning Bayesian Belief Networks with Neural Network Estimators},
booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver,
CO, USA, December 2-5, 1996},
pages = {578--584},
publisher = {{MIT} Press},
year = {1996},
url = {http://papers.nips.cc/paper/1211-learning-bayesian-belief-networks-with-neural-network-estimators},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MontiC96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AliferisC96,
author = {Constantin F. Aliferis and
Gregory F. Cooper},
editor = {Eric Horvitz and
Finn Verner Jensen},
title = {A Structurally and Temporally Extended Bayesian Belief Network Model:
Definitions, Properties, and Modeling Techniques},
booktitle = {{UAI} '96: Proceedings of the Twelfth Annual Conference on Uncertainty
in Artificial Intelligence, Reed College, Portland, Oregon, USA, August
1-4, 1996},
pages = {28--39},
publisher = {Morgan Kaufmann},
year = {1996},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=349\&\#38;proceeding\_id=12},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AliferisC96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/Cooper95,
author = {Gregory F. Cooper},
title = {A Bayesian Method for Learning Belief Networks that Contain Hidden
Variables},
journal = {J. Intell. Inf. Syst.},
volume = {4},
number = {1},
pages = {71--88},
year = {1995},
url = {https://doi.org/10.1007/BF00962823},
doi = {10.1007/BF00962823},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/Cooper95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AliferisC94,
author = {Constantin F. Aliferis and
Gregory F. Cooper},
editor = {Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
David Poole},
title = {An Evaluation of an Algorithm for Inductive Learning of Bayesian Belief
Networks Using Simulated Data Sets},
booktitle = {{UAI} '94: Proceedings of the Tenth Annual Conference on Uncertainty
in Artificial Intelligence, Seattle, Washington, USA, July 29-31,
1994},
pages = {8--14},
publisher = {Morgan Kaufmann},
year = {1994},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=481\&\#38;proceeding\_id=10},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/AliferisC94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/Cooper93,
author = {Gregory F. Cooper},
title = {Probabilistic and decision-theoretic systems in medicine},
journal = {Artif. Intell. Medicine},
volume = {5},
number = {4},
pages = {289--292},
year = {1993},
url = {https://doi.org/10.1016/0933-3657(93)90018-X},
doi = {10.1016/0933-3657(93)90018-X},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/Cooper93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/CooperH92,
author = {Gregory F. Cooper and
Edward Herskovits},
title = {A Bayesian Method for the Induction of Probabilistic Networks from
Data},
journal = {Mach. Learn.},
volume = {9},
pages = {309--347},
year = {1992},
url = {https://doi.org/10.1007/BF00994110},
doi = {10.1007/BF00994110},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/CooperH92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SuermondtC91,
author = {Henri Jacques Suermondt and
Gregory F. Cooper},
title = {Initialization for the Method of Conditioning in Bayesian Belief Networks},
journal = {Artif. Intell.},
volume = {50},
number = {1},
pages = {83--94},
year = {1991},
url = {https://doi.org/10.1016/0004-3702(91)90091-W},
doi = {10.1016/0004-3702(91)90091-W},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/SuermondtC91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ShiffmanWPLMMMCSF91,
author = {Smadar Shiffman and
Alice W. Wu and
Alex D. Poon and
Christopher D. Lane and
Blackford Middleton and
Randolph A. Miller and
Fred E. Masarie Jr. and
Gregory F. Cooper and
Edward H. Shortliffe and
Lawrence M. Fagan},
title = {Building a Speech Interface to a Medical Diagnostic System},
journal = {{IEEE} Expert},
volume = {6},
number = {1},
pages = {41--50},
year = {1991},
url = {https://doi.org/10.1109/64.73816},
doi = {10.1109/64.73816},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/ShiffmanWPLMMMCSF91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/SuermondtC91,
author = {Henri Jacques Suermondt and
Gregory F. Cooper},
title = {A combination of exact algorithms for inference on Bayesian belief
networks},
journal = {Int. J. Approx. Reason.},
volume = {5},
number = {6},
pages = {521--542},
year = {1991},
url = {https://doi.org/10.1016/0888-613X(91)90028-K},
doi = {10.1016/0888-613X(91)90028-K},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/SuermondtC91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CooperH91,
author = {Gregory F. Cooper and
Edward Herskovits},
editor = {Bruce D'Ambrosio and
Philippe Smets},
title = {A Bayesian Method for Constructing Bayesian Belief Networks from Databases},
booktitle = {{UAI} '91: Proceedings of the Seventh Annual Conference on Uncertainty
in Artificial Intelligence, University of California at Los Angeles,
Los Angeles, CA, USA, July 13-15, 1991},
pages = {86--94},
publisher = {Morgan Kaufmann},
year = {1991},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=684\&\#38;proceeding\_id=7},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CooperH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Cooper90,
author = {Gregory F. Cooper},
title = {The Computational Complexity of Probabilistic Inference Using Bayesian
Belief Networks},
journal = {Artif. Intell.},
volume = {42},
number = {2-3},
pages = {393--405},
year = {1990},
url = {https://doi.org/10.1016/0004-3702(90)90060-D},
doi = {10.1016/0004-3702(90)90060-D},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/Cooper90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/CooperM90,
author = {Gregory F. Cooper and
Mark A. Musen},
title = {The 1990 {AAAI} Spring Symposium on Artificial Intelligence in Medicine},
journal = {Artif. Intell. Medicine},
volume = {2},
number = {5},
pages = {293--298},
year = {1990},
url = {https://doi.org/10.1016/0933-3657(90)90003-A},
doi = {10.1016/0933-3657(90)90003-A},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/CooperM90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/SuermondtC90,
author = {Henri Jacques Suermondt and
Gregory F. Cooper},
title = {Probabilistic inference in multiply connected belief networks using
loop cutsets},
journal = {Int. J. Approx. Reason.},
volume = {4},
number = {4},
pages = {283--306},
year = {1990},
url = {https://doi.org/10.1016/0888-613X(90)90003-K},
doi = {10.1016/0888-613X(90)90003-K},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/SuermondtC90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/networks/ChavezC90,
author = {R. Martin Chavez and
Gregory F. Cooper},
title = {A randomized approximation algorithm for probabilistic inference on
bayesian belief networks},
journal = {Networks},
volume = {20},
number = {5},
pages = {661--685},
year = {1990},
url = {https://doi.org/10.1002/net.3230200510},
doi = {10.1002/NET.3230200510},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/networks/ChavezC90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HerskovitsC90,
author = {Edward Herskovits and
Gregory F. Cooper},
editor = {Piero P. Bonissone and
Max Henrion and
Laveen N. Kanal and
John F. Lemmer},
title = {an entropy-driven system for construction of probabilistic expert
systems from databases},
booktitle = {{UAI} '90: Proceedings of the Sixth Annual Conference on Uncertainty
in Artificial Intelligence, MIT, Cambridge, MA, USA, July 27-29, 1990},
pages = {117--128},
publisher = {Elsevier},
year = {1990},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1907\&\#38;proceeding\_id=1006},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HerskovitsC90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SuermondtCH90,
author = {Henri Jacques Suermondt and
Gregory F. Cooper and
David Heckerman},
editor = {Piero P. Bonissone and
Max Henrion and
Laveen N. Kanal and
John F. Lemmer},
title = {A combination of cutset conditioning with clique-tree propagation
in the Pathfinder system},
booktitle = {{UAI} '90: Proceedings of the Sixth Annual Conference on Uncertainty
in Artificial Intelligence, MIT, Cambridge, MA, USA, July 27-29, 1990},
pages = {245--254},
publisher = {Elsevier},
year = {1990},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1917\&\#38;proceeding\_id=1006},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/SuermondtCH90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/BeinlichSCC89,
author = {Ingo A. Beinlich and
Henri Jacques Suermondt and
R. Martin Chavez and
Gregory F. Cooper},
editor = {Jim Hunter and
John Cookson and
Jeremy Wyatt},
title = {The {ALARM} Monitoring System: {A} Case Study with two Probabilistic
Inference Techniques for Belief Networks},
booktitle = {{AIME} 89, Second European Conference on Artificial Intelligence in
Medicine, London, UK, August 29th-31st 1989. Proceedings},
series = {Lecture Notes in Medical Informatics},
volume = {38},
pages = {247--256},
publisher = {Springer},
year = {1989},
url = {https://doi.org/10.1007/978-3-642-93437-7\_28},
doi = {10.1007/978-3-642-93437-7\_28},
timestamp = {Thu, 21 Jun 2018 07:20:14 +0200},
biburl = {https://dblp.org/rec/conf/aime/BeinlichSCC89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HorvitzCH89,
author = {Eric Horvitz and
Gregory F. Cooper and
David Heckerman},
editor = {N. S. Sridharan},
title = {Reflection and Action Under Scarce Resources: Theoretical Principles
and Empirical Study},
booktitle = {Proceedings of the 11th International Joint Conference on Artificial
Intelligence. Detroit, MI, USA, August 1989},
pages = {1121--1127},
publisher = {Morgan Kaufmann},
year = {1989},
url = {http://ijcai.org/Proceedings/89-2/Papers/044.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:51 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HorvitzCH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChavezC89,
author = {R. Martin Chavez and
Gregory F. Cooper},
editor = {Max Henrion and
Ross D. Shachter and
Laveen N. Kanal and
John F. Lemmer},
title = {An Empirical Evaluation of a Randomized Algorithm for Probabilistic
Inference},
booktitle = {{UAI} '89: Proceedings of the Fifth Annual Conference on Uncertainty
in Artificial Intelligence, Windsor, Ontario, Canada, August 18-20,
1989},
pages = {191--208},
publisher = {North-Holland},
year = {1989},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1876\&\#38;proceeding\_id=1005},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChavezC89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ChinC88,
author = {Homer L. Chin and
Gregory F. Cooper},
title = {Stochastic simulation of Bayesian belief networks},
journal = {Int. J. Approx. Reason.},
volume = {2},
number = {3},
pages = {331},
year = {1988},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ChinC88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Cooper88,
author = {Gregory F. Cooper},
title = {An algorithm for computing probabilistic propositions},
journal = {Int. J. Approx. Reason.},
volume = {2},
number = {3},
pages = {333},
year = {1988},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Cooper88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChavezC88,
author = {R. Martin Chavez and
Gregory F. Cooper},
editor = {Ross D. Shachter and
Tod S. Levitt and
Laveen N. Kanal and
John F. Lemmer},
title = {{KNET:} integrating hypermedia and normative bayesian modeling},
booktitle = {{UAI} '88: Proceedings of the Fourth Annual Conference on Uncertainty
in Artificial Intelligence, Minneapolis, MN, USA, July 10-12, 1988},
pages = {339--350},
publisher = {North-Holland},
year = {1988},
timestamp = {Sun, 22 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChavezC88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Cooper87,
author = {Gregory F. Cooper},
editor = {Laveen N. Kanal and
Tod S. Levitt and
John F. Lemmer},
title = {An Algorithm for Computing Probabilistic Propositions},
booktitle = {{UAI} '87: Proceedings of the Third Annual Conference on Uncertainty
in Artificial Intelligence, Seattle, WA, USA, July 10-12, 1987},
pages = {3--14},
publisher = {Elsevier},
year = {1987},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1800\&\#38;proceeding\_id=1003},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Cooper87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChinC87,
author = {Homer L. Chin and
Gregory F. Cooper},
editor = {Laveen N. Kanal and
Tod S. Levitt and
John F. Lemmer},
title = {Bayesian Belief Network Inference Using Simulation},
booktitle = {{UAI} '87: Proceedings of the Third Annual Conference on Uncertainty
in Artificial Intelligence, Seattle, WA, USA, July 10-12, 1987},
pages = {129--148},
publisher = {Elsevier},
year = {1987},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1810\&\#38;proceeding\_id=1003},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChinC87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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