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Technology Research And Application Of Data Mining Based On Fuzzy Theory

Posted on:2005-06-02Degree:MasterType:Thesis
Country:ChinaCandidate:J GaoFull Text:PDF
GTID:2208360122975641Subject:Computer software and theory
Abstract/Summary:PDF Full Text Request
By studying the algorithms of data-mining technology and taking full consideration of the fuzzy feature in the process of data-mining, it makes the classic mining technology fuzzy in order to show the inexactness and the ambiguity of things in the real world. Also , It produces an algorithm of continuous-valued attribute fuzzy discretization , an algorithm of approximate reduction about fuzzy attribute and an algorithm of mining about fuzzy-association rules based on the classic algorithms of mining.The testing of the above algorithms show that they are practical and feasible and that things in the real world are fuzzy. They can be used to direct us to deal with certain problems.
Keywords/Search Tags:data mining, fuzzy set, discretization, reduction, association rules
PDF Full Text Request
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