Peng, YunZhang, Shenyong2018-11-192018-11-192010-11-30Yun Peng and Shenyong Zhang, Integrating Probability Constraints into Bayesian Nets, Proceeding of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence, 2010, https://ebiquity.umbc.edu/paper/html/id/528/Integrating-Probability-Constraints-into-Bayesian-Netshttp://hdl.handle.net/11603/12065Proceeding of the 2010 conference on ECAI 2010: 19th European Conference on Artificial IntelligenceThis paper presents a formal convergence proof for EIPFP, an algorithm that integrates low dimensional probabilistic constraints into a Bayesian network (BN) based on the mathematical procedure IPFP. It also extends E-IPFP to deal with constraints that are inconsistent with each other or with the BN structure.2 pagesen-USThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.IntegratingProbabilityConstraintsBayesian NetsUMBC Ebiquity Research GroupText