Gregory Cooper
Gregory Cooper
Professor of Biomedical Informatics, University of Pittsburgh
Verified email at pitt.edu
TitleCited byYear
Causation, prediction, and search
P Spirtes, CN Glymour, R Scheines, D Heckerman
MIT press, 2000
72372000
A Bayesian method for the induction of probabilistic networks from data
GF Cooper, E Herskovits
Machine learning 9 (4), 309-347, 1992
51621992
The computational complexity of probabilistic inference using Bayesian belief networks
GF Cooper
Artificial intelligence 42 (2-3), 393-405, 1990
27411990
The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks
IA Beinlich, HJ Suermondt, RM Chavez, GF Cooper
AIME 89, 247-256, 1989
9511989
A simple algorithm for identifying negated findings and diseases in discharge summaries
WW Chapman, W Bridewell, P Hanbury, GF Cooper, BG Buchanan
Journal of biomedical informatics 34 (5), 301-310, 2001
8632001
Computation, causation, and discovery
CN Glymour, GF Cooper
Aaai Press, 1999
4421999
Probabilistic diagnosis using a reformulation of the INTERNIST-1/QMR knowledge base
MA Shwe, B Middleton, DE Heckerman, M Henrion, EJ Horvitz, ...
Methods of information in Medicine 30 (04), 241-255, 1991
3781991
A Bayesian method for constructing Bayesian belief networks from databases
GF Cooper, E Herskovits
Uncertainty Proceedings 1991, 86-94, 1991
2871991
A Bayesian approach to causal discovery
D Heckerman, C Meek, G Cooper
Computation, causation, and discovery 19, 141-166, 1999
2761999
NESTOR: A Computer-Based Medical Diagnostic Aid That Integrates Causal and Probabilistic Knowledge.
GF Cooper
STANFORD UNIV CA DEPT OF COMPUTER SCIENCE, 1984
2741984
A method for using belief networks as influence diagrams
GF Cooper
arXiv preprint arXiv:1304.2346, 2013
2302013
Causal discovery from a mixture of experimental and observational data
GF Cooper, C Yoo
arXiv preprint arXiv:1301.6686, 2013
2252013
Bayesian network anomaly pattern detection for disease outbreaks
WK Wong, AW Moore, GF Cooper, MM Wagner
Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003
2082003
Kutato: An entropy-driven system for construction of probabilistic expert systems from databases
EH Herskovits, GF Cooper
arXiv preprint arXiv:1304.1088, 2013
1962013
An evaluation of machine-learning methods for predicting pneumonia mortality
GF Cooper, CF Aliferis, R Ambrosino, J Aronis, BG Buchanan, R Caruana, ...
Artificial intelligence in medicine 9 (2), 107-138, 1997
1891997
Reflection and action under scarce resources: Theoretical principles and empirical study
EJ Horvitz, GF Cooper, DE Heckerman
IJCAI, 1121-1127, 1989
1871989
A simple constraint-based algorithm for efficiently mining observational databases for causal relationships
GF Cooper
Data Mining and Knowledge Discovery 1 (2), 203-224, 1997
1861997
Accelerating US EHR adoption: How to get there from here. Recommendations based on the 2004 ACMI retreat
B Middleton, WE Hammond, PF Brennan, GF Cooper
Journal of the American Medical Informatics Association 12 (1), 13-19, 2005
1842005
Bounded conditioning: Flexible inference for decisions under scarce resources
EJ Horvitz, J Suermondt, GF Cooper
arXiv preprint arXiv:1304.1512, 2013
1822013
Evaluation of negation phrases in narrative clinical reports.
WW Chapman, W Bridewell, P Hanbury, GF Cooper, BG Buchanan
Proceedings of the AMIA Symposium, 105, 2001
1732001
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Articles 1–20