DBMI Publications

Cooper GF, Herskovits EH. A Bayesian method for constructing Bayesian belief networks from databases. In: Proceedings of the Conference on Uncertainty in Artificial Intelligence (1991) 86–94.
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.
Suermondt HJ, Cooper GF. Probabilistic inference in multiply connected belief networks using loop cutsets. International Journal of Approximate Reasoning 4 (1990) 283–306.
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.
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. A randomized approximation algorithm for probabilistic inference on Bayesian belief networks. Networks 20 (1990) 661–685.
Chavez RM, Cooper GF. KNET: Integrating hypermedia and normative Bayesian modeling. In: Uncertainty in Artificial Intelligence 4 (North-Holland, Amsterdam, 1990) 339–349.
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