Fuzzy functional dependencies and Bayesian networks

被引：0
|
作者：
WeiYi Liu
Ning Song
机构：
[1] Yunnan University,Department of Computer Science
[2] The Chinese Academy of Sciences,The Key Laboratory of Intelligent Information Processing, Institute of Computing Technology
[3] Kunming University of Science and Technology,Department of Metallurgy
来源：
Journal of Computer Science and Technology | 2003年 / 18卷
关键词：
probabilistic relation l database; fuzzy functional dependency; fuzzy multi-valued dependency; Bayesian network;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
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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页码：56 / 66
页数：10
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