Fuzzy functional dependencies and Bayesian networks

Springer Science and Business Media LLC - Tập 18 - Trang 56-66 - 2003
WeiYi Liu1,2, Ning Song3
1Department of Computer Science, Yunnan University, Kunming, P. R. China
2The Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, The Chinese Academy of Sciences, Beijing, P.R. China
3Department of Metallurgy, Kunming University of Science and Technology, Kunming, P.R. China

Tóm tắt

Bayesian networks have become a popular technique for representing and reasoning with probabilistic information. The fuzzy functional dependency is an important kind of data dependencies in relational databases with fuzzy values. The purpose of this paper is to set up a connection between these data dependencies and Bayesian networks. The connection is done through a set of methods that enable people to obtain the most information of independent conditions from fuzzy functional dependencies.

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