Abstract: Many methods have been used in data mining, Bayesian networks become a focus currently. It is a powerful tool and can be used to do uncertain inference. When used in conjunction with statistical techniques, Bayesian networks have several advantages for data modeling.This paper mainly discusses the definition of Bayesian networks, the advantages of the methods and the algorithms of learning networks. An instance is presented to indicate the applications in data mining technology finally. Bayesian networks can mine the hidden information and inherent hypostasis, and have many advantages such as the ability of favorable forecast. The experimentation proves its practicality and availability.
Publication Year: 2008
Publication Date: 2008-01-01
Language: en
Type: article
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