Uncertainty in Artificial Intelligence
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Gregory F. Cooper

Center for Biomedical Informatics
University of Pi
Contact Information
Webpage : http://www.cbmi.upmc.edu/~gfc/
Email : gfc@pitt.edu
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Mailing Address

Pittsburgh,  PA  15213
USA
Publications in UAI

UAI-1990
:: Kutató: An Entropy-Driven System for Construction of Probabilistic Expert Systems from Databases
:: A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System

UAI-1989
:: An Empirical Evaluation of a Randomized Algorithm for Probabilistic Inference

UAI-1988
:: KNET: Integrating Hypermedia and Normative Bayesian Modeling

UAI-1987
:: Bayesian Belief Network Inference Using Simulation
:: An Algorithm for Computing Probabilistic Propositions

UAI-2006
:: A theoretical study of Y structures for causal discovery

UAI-2004
:: Bayesian Biosurveillance of Disease Outbreaks

UAI-2002
:: A Bayesian Network Scoring Metric That Is Based On Globally Uniform Parameter Priors

UAI-2000
:: A Bayesian Method for Causal Modeling and Discovery Under Selection

UAI-1999
:: Causal Discovery from a Mixture of Experimental and Observational Data
:: A Bayesian Network Classifier that Combines a Finite Mixture Model and a Naive Bayes Model

UAI-1998
:: A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data

UAI-1996
:: A Structurally and Temporally Extended Bayesian Belief Network Model: Definitions, Properties, and Modeling Techniques

UAI-1994
:: An Evaluation of an Algorithm for Inductive Learning of Bayesian Belief Networks Usin

UAI-1991
:: A Bayesian Method for Constructing Bayesian Belief Networks from Databases

UAI-1990
:: Kutato: An Entropy-Driven System for Construction of Probabilistic Expert Systems from Databases
:: A Randomized Approximation Algorithm of Logic Sampling
:: A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System
:: An Empirical Analysis of Likelihood-Weighting Simulation on a Large, Multiply-Connected Belief Network

UAI-1989
:: An Empirical Evaluation of a Randomized Algorithm for Probabilistic Inference
:: Bounded Conditioning: Flexible Inference for Decisions under Scarce Resources

UAI-1988
:: A Method for Using Belief Networks as Influence Diagrams
:: KNET: Integrating Hypermedia and Bayesian Modeling
:: Updating Probabilities in Multiply-Connected Belief Networks

UAI-1987
:: An Algorithm for Computing Probabilistic Propositions
:: Stochastic Simulation of Bayesian Belief Networks


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