Gregory Cooper
Gregory Cooper
Professor of Biomedical Informatics, University of Pittsburgh
Verified email at pitt.edu
Title
Cited by
Cited by
Year
Causation, prediction, and search
P Spirtes, CN Glymour, R Scheines, D Heckerman
MIT press, 2000
84462000
A Bayesian method for the induction of probabilistic networks from data
GF Cooper, E Herskovits
Machine learning 9 (4), 309-347, 1992
56521992
The computational complexity of probabilistic inference using Bayesian belief networks
GF Cooper
Artificial intelligence 42 (2-3), 393-405, 1990
30161990
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
10471989
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
9922001
Computation, causation, and discovery
CN Glymour, GF Cooper
Aaai Press, 1999
4821999
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
4081991
Obtaining well calibrated probabilities using bayesian binning
MP Naeini, G Cooper, M Hauskrecht
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
3452015
Derivation, validation, and potential treatment implications of novel clinical phenotypes for sepsis
CW Seymour, JN Kennedy, S Wang, CCH Chang, CF Elliott, Z Xu, S Berry, ...
Jama 321 (20), 2003-2017, 2019
3422019
A Bayesian method for constructing Bayesian belief networks from databases
GF Cooper, E Herskovits
Uncertainty Proceedings 1991, 86-94, 1991
3151991
A Bayesian approach to causal discovery
D Heckerman, C Meek, G Cooper
Computation, causation, and discovery 19, 141-166, 1999
2931999
NESTOR: A Computer-Based Medical Diagnostic Aid That Integrates Causal and Probabilistic Knowledge.
GF Cooper
STANFORD UNIV CA DEPT OF COMPUTER SCIENCE, 1984
2711984
Causal discovery from a mixture of experimental and observational data
GF Cooper, C Yoo
arXiv preprint arXiv:1301.6686, 2013
2612013
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
2532003
A method for using belief networks as influence diagrams
GF Cooper
arXiv preprint arXiv:1304.2346, 2013
2472013
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
2381997
Reflection and action under scarce resources: Theoretical principles and empirical study
EJ Horvitz, GF Cooper, DE Heckerman
IJCAI 2, 1121-1127, 1989
2171989
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
2141997
Kutato: An entropy-driven system for construction of probabilistic expert systems from databases
EH Herskovits, GF Cooper
arXiv preprint arXiv:1304.1088, 2013
2032013
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
1962005
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