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Gregory F. Cooper Vis

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*2009
53EEXia Jiang, Garrick L. Wallstrom, Gregory F. Cooper, Michael M. Wagner: Bayesian prediction of an epidemic curve. Journal of Biomedical Informatics 42(1): 90-99 (2009)
2008
52EEPeter Sutovskú, Gregory F. Cooper: Hierarchical explanation of inference in Bayesian networks that represent a population of independent agents. ECAI 2008: 214-218
51EEXia Jiang, Michael M. Wagner, Gregory F. Cooper: Modeling the Temporal Trend of the Daily Severity of an Outbreak Using Bayesian Networks. Innovations in Bayesian Networks 2008: 169-185
50EEYanna Shen, Christina Adamou, John N. Dowling, Gregory F. Cooper: Estimating the joint disease outbreak-detection time when an automated biosurveillance system is augmenting traditional clinical case finding. Journal of Biomedical Informatics 41(2): 224-231 (2008)
49EEJagan Dara, John N. Dowling, Debbie Travers, Gregory F. Cooper, Wendy Webber Chapman: Evaluation of preprocessing techniques for chief complaint classification. Journal of Biomedical Informatics 41(4): 613-623 (2008)
2007
48EEYanna Shen, Gregory F. Cooper: A Bayesian Biosurveillance Method That Models Unknown Outbreak Diseases. BioSurveillance 2007: 209-215
2006
47EESubramani Mani, Gregory F. Cooper, Peter Spirtes: A Theoretical Study of Y Structures for Causal Discovery. UAI 2006
46EEChangwon Yoo, Gregory F. Cooper, Martin Schmidt: A control study to evaluate a computer-based microarray experiment design recommendation system for gene-regulation pathways discovery. Journal of Biomedical Informatics 39(2): 126-146 (2006)
2005
45EEDaniel B. Neill, Andrew W. Moore, Gregory F. Cooper: A Bayesian Spatial Scan Statistic. NIPS 2005
44EEGregory F. Cooper, Vijoy Abraham, Constantin F. Aliferis, John M. Aronis, Bruce G. Buchanan, Rich Caruana, Michael J. Fine, Janine E. Janosky, Gary Livingston, Tom M. Mitchell: Predicting dire outcomes of patients with community acquired pneumonia. Journal of Biomedical Informatics 38(5): 347-366 (2005)
43EEWeng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner: What's Strange About Recent Events (WSARE): An Algorithm for the Early Detection of Disease Outbreaks. Journal of Machine Learning Research 6: 1961-1998 (2005)
2004
42EEWei Wang, Gregory F. Cooper: An Bayesian Method for Biological Pathway Discovery from High-Throughput Experimental Data. CSB 2004: 645-646
41EEShyam Visweswaran, Gregory F. Cooper: Instance-Specific Bayesian Model Averaging for Classification. NIPS 2004
40EEGregory F. Cooper, Denver Dash, John Levander, Weng-Keen Wong, William R. Hogan, Michael M. Wagner: Bayesian Biosurveillance of Disease Outbreaks. UAI 2004: 94-103
39EEChangwon Yoo, Gregory F. Cooper: An evaluation of a system that recommends microarray experiments to perform to discover gene-regulation pathways. Artificial Intelligence in Medicine 31(2): 169-182 (2004)
38EEDenver Dash, Gregory F. Cooper: Model Averaging for Prediction with Discrete Bayesian Networks. Journal of Machine Learning Research 5: 1177-1203 (2004)
2003
37 Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner: Bayesian Network Anomaly Pattern Detection for Disease Outbreaks. ICML 2003: 808-815
2002
36 Weng-Keen Wong, Andrew W. Moore, Gregory F. Cooper, Michael M. Wagner: Rule-Based Anomaly Pattern Detection for Detecting Disease Outbreaks. AAAI/IAAI 2002: 217-223
35 Denver Dash, Gregory F. Cooper: Exact model averaging with naive Bayesian classifiers. ICML 2002: 91-98
34EEChangwon Yoo, Vesteinn Thorsson, Gregory F. Cooper: Discovery of Causal Relationships in a Gene-Regulation Pathway from a Mixture of Experimental and Observational DNA Microarray Data. Pacific Symposium on Biocomputing 2002: 498-509
33 Mehmet Kayaalp, Gregory F. Cooper: A Bayesian Network Scoring Metic that Is Based on Globally Uniform Parameter Priors. UAI 2002: 251-258
2001
32EEWendy Webber Chapman, Will Bridewell, Paul Hanbury, Gregory F. Cooper, Bruce G. Buchanan: A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge Summaries. Journal of Biomedical Informatics 34(5): 301-310 (2001)
2000
31EEGregory F. Cooper: A Bayesian Method for Causal Modeling and Discovery Under Selection. UAI 2000: 98-106
1999
30 Subramani Mani, Gregory F. Cooper: Causal Discovery from Population-Based Infant Birth and Death Records. AAAI/IAAI 1999: 973
29EEGregory F. Cooper, Changwon Yoo: Causal Discovery from a Mixture of Experimental and Observational Data. UAI 1999: 116-125
28EEStefano Monti, Gregory F. Cooper: A Bayesian Network Classifier that Combines a Finite Mixture Model and a NaIve Bayes Model. UAI 1999: 447-456
1998
27 Gregory F. Cooper, Serafín Moral: UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, July 24-26, 1998, University of Wisconsin Business School, Madison, Wisconsin, USA Morgan Kaufmann 1998
26EEStefano Monti, Gregory F. Cooper: A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data. UAI 1998: 404-413
1997
25 Gil Citro, Gordon Banks, Gregory F. Cooper: INKBLOT: A neurological diagnostic decision support system integrating causal and anatomical knowledge. Artificial Intelligence in Medicine 10(3): 257-267 (1997)
24 Gregory F. Cooper, Constantin F. Aliferis, R. Ambrosino, John M. Aronis, Bruce G. Buchanan, Rich Caruana, Michael J. Fine, Clark Glymour, G. Gordon, B. H. Hanusa, Janine E. Janosky, Christopher Meek, Tom M. Mitchell, Thomas Richardson, Peter Spirtes: An evaluation of machine-learning methods for predicting pneumonia mortality. Artificial Intelligence in Medicine 9(2): 107-138 (1997)
23 Gregory F. Cooper: A Simple Constraint-Based Algorithm for Efficiently Mining Observational Databases for Causal Relationships. Data Min. Knowl. Discov. 1(2): 203-224 (1997)
1996
22EEStefano Monti, Gregory F. Cooper: Learning Bayesian Belief Networks with Neural Network Estimators. NIPS 1996: 578-584
21EEConstantin F. Aliferis, Gregory F. Cooper: A Structurally and Temporally Extended Bayesian Belief Network Model: Definitions, Properties, and Modeling Techniques. UAI 1996: 28-39
20EEStefano Monti, Gregory F. Cooper: Bounded recursive decomposition: a search-based method for belief-network inference under limited resources. Int. J. Approx. Reasoning 15(1): 49-75 (1996)
1995
19 Gregory F. Cooper: A Bayesian Method for Learning Belief Networks that Contain Hidden Variables. J. Intell. Inf. Syst. 4(1): 71-88 (1995)
1994
18EEConstantin F. Aliferis, Gregory F. Cooper: An Evaluation of an Algorithm for Inductive Learning of Bayesian Belief Networks Using Simulated Data Sets. UAI 1994: 8-14
1993
17 Gregory F. Cooper: Probabilistic and decision-theoretic systems in medicine. Artificial Intelligence in Medicine 5(4): 289-292 (1993)
1992
16 Gregory F. Cooper, Edward Herskovits: A Bayesian Method for the Induction of Probabilistic Networks from Data. Machine Learning 9: 309-347 (1992)
1991
15EEGregory F. Cooper, Edward Herskovits: A Bayesian Method for Constructing Bayesian Belief Networks from Databases. UAI 1991: 86-94
14 Henri Jacques Suermondt, Gregory F. Cooper: Initialization for the Method of Conditioning in Bayesian Belief Networks. Artif. Intell. 50(1): 83-94 (1991)
13EESmadar Shiffman, Alice W. Wu, Alex D. Poon, Christopher D. Lane, Blackford Middleton, Randolph A. Miller, Fred E. Masarie Jr., Gregory F. Cooper, Edward H. Shortliffe, Lawrence M. Fagan: Building a Speech Interface to a Medical Diagnostic System. IEEE Expert 6(1): 41-50 (1991)
12EEHenri Jacques Suermondt, Gregory F. Cooper: A combination of exact algorithms for inference on Bayesian belief networks. Int. J. Approx. Reasoning 5(6): 521-542 (1991)
1990
11EEEdward Herskovits, Gregory F. Cooper: an entropy-driven system for construction of probabilistic expert systems from databases. UAI 1990: 117-128
10EEHenri Jacques Suermondt, Gregory F. Cooper, David Heckerman: A combination of cutset conditioning with clique-tree propagation in the Pathfinder system. UAI 1990: 245-254
9 Gregory F. Cooper: The Computational Complexity of Probabilistic Inference Using Bayesian Belief Networks. Artif. Intell. 42(2-3): 393-405 (1990)
8EEHenri Jacques Suermondt, Gregory F. Cooper: Probabilistic inference in multiply connected belief networks using loop cutsets. Int. J. Approx. Reasoning 4(4): 283-306 (1990)
1989
7 Eric Horvitz, Gregory F. Cooper, David Heckerman: Reflection and Action Under Scarce Resources: Theoretical Principles and Empirical Study. IJCAI 1989: 1121-1127
6EER. Martin Chavez, Gregory F. Cooper: An Empirical Evaluation of a Randomized Algorithm for Probabilistic Inference. UAI 1989: 191-208
1988
5EER. Martin Chavez, Gregory F. Cooper: KNET: integrating hypermedia and normative bayesian modeling. UAI 1988: 339-350
4 Homer L. Chin, Gregory F. Cooper: Stochastic simulation of Bayesian belief networks. Int. J. Approx. Reasoning 2(3): 331 (1988)
3 Gregory F. Cooper: An algorithm for computing probabilistic propositions. Int. J. Approx. Reasoning 2(3): 333 (1988)
1987
2EEHomer L. Chin, Gregory F. Cooper: Bayesian Belief Network Inference Using Simulation. UAI 1987: 129-148
1EEGregory F. Cooper: An Algorithm for Computing Probabilistic Propositions. UAI 1987: 3-14

Coauthor Index

1Vijoy Abraham [44]
2Christina Adamou [50]
3Constantin F. Aliferis [18] [21] [24] [44]
4R. Ambrosino [24]
5John M. Aronis [24] [44]
6Gordon Banks [25]
7Will Bridewell [32]
8Bruce G. Buchanan [24] [32] [44]
9Rich Caruana [24] [44]
10Wendy Webber Chapman [32] [49]
11R. Martin Chavez [5] [6]
12Homer L. Chin [2] [4]
13Gil Citro [25]
14Jagan Dara [49]
15Denver Dash [35] [38] [40]
16John N. Dowling [49] [50]
17Lawrence M. Fagan [13]
18Michael J. Fine [24] [44]
19Clark Glymour [24]
20G. Gordon [24]
21Paul Hanbury [32]
22B. H. Hanusa [24]
23David Heckerman [7] [10]
24Edward Herskovits [11] [15] [16]
25William R. Hogan [40]
26Eric Horvitz [7]
27Janine E. Janosky [24] [44]
28Xia Jiang [51] [53]
29Mehmet Kayaalp [33]
30Christopher D. Lane [13]
31John Levander [40]
32Gary Livingston [44]
33Subramani Mani [30] [47]
34Fred E. Masarie Jr. [13]
35Christopher Meek [24]
36Blackford Middleton [13]
37Randolph A. Miller [13]
38Tom M. Mitchell [24] [44]
39Stefano Monti [20] [22] [26] [28]
40Andrew W. Moore [36] [37] [43] [45]
41Serafín Moral [27]
42Daniel B. Neill [45]
43Alex D. Poon [13]
44Thomas Richardson [24]
45Martin Schmidt [46]
46Yanna Shen [48] [50]
47Smadar Shiffman [13]
48Edward H. Shortliffe [13]
49Peter Spirtes [24] [47]
50Henri Jacques Suermondt [8] [10] [12] [14]
51Peter Sutovskú [52]
52Vesteinn Thorsson [34]
53Debbie Travers [49]
54Shyam Visweswaran [41]
55Michael M. Wagner [36] [37] [40] [43] [51] [53]
56Garrick L. Wallstrom [53]
57Wei Wang [42]
58Weng-Keen Wong [36] [37] [40] [43]
59Alice W. Wu [13]
60Changwon Yoo [29] [34] [39] [46]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)