Gregory Cooper, MD, PhD

Suermondt HJ, Cooper GF. Probabilistic inference in multiply connected belief networks using loop cutsets. International Journal of Approximate Reasoning 4 (1990) 283–306.

Suermondt HJ, Cooper GF, Heckerman DE. A combination of cutset conditioning and clique-tree propagation in the Pathfinder system. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence (1990) 86–90.

Chavez RM, Cooper GF. Hypermedia and randomized algorithms for medical expert systems.  Computer Methods and Programs in Biomedicine 32 (1990) 5–16.  PMID: 2205445

Cooper GF. The computational complexity of probabilistic inference using Bayesian belief networks. Artificial Intelligence 42 (1990) 393–405.

Herskovits EH, Cooper GF. Kutató: An entropy-driven system for the construction of probabilistic expert systems from databases. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence (1990) 54–62.

Shwe MA, Cooper GF. An empirical analysis of likelihood-weighting simulation on a large, multiply-connected belief network. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence (1990) 498–508.

Chavez RM, Cooper GF. A randomized approximation algorithm for probabilistic inference on Bayesian belief networks. Networks 20 (1990) 661–685.

Shwe MA, Middleton B, Heckerman DE, Henrion M, Horvitz EJ, Lehmann H, Cooper GF. A probabilistic reformulation of the Quick Medical Reference System. In: Symposium on Computer Applications in Medical Care  (1990) 790–794. PMID: 1762578

Chavez RM, Cooper GF. KNET: Integrating hypermedia and normative Bayesian modeling. In: Uncertainty in Artificial Intelligence 4 (North-Holland, Amsterdam, 1990) 339–349.

Horvitz EJ, Suermondt HJ, Cooper GF. Bounded conditioning: Flexible inference for decisions under scarce resources. In: Proceedings of the Workshop on Uncertainty in Artificial Intelligence (1989) 181–193.

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