DBMI Publications

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.
Cooper GF. The computational complexity of probabilistic inference using Bayesian belief networks. Artificial Intelligence 42 (1990) 393–405.
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.
Chavez RM, Cooper GF. An empirical evaluation of a randomized algorithm for probabilistic inference. In: Proceedings of the Workshop on Uncertainty in Artificial Intelligence (1989) 60–70.
Chin HL, Cooper GF. Case-based tutoring from a medical knowledge base. Computer Methods and Programs in Biomedicine 30 (1989) 185–198.  PMID: 2684491
Horvitz EJ, Cooper GF, Heckerman DE. Reflection and action under scarce resources: Theoretical principles and empirical study. In: Proceedings of the International Joint Conference on Artificial Intelligence (1989) 1121–1127.
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