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A Methord For Information Granulation Based On Date Clustering

Posted on:2011-05-24Degree:MasterType:Thesis
Country:ChinaCandidate:C C LeiFull Text:PDF
GTID:2120330332458092Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
Granular computing is a kind of method for soluting uncertain problems based on structured thought. The tow basic tasks of granule computing are constructing the in-formation granular and soluting the problems by means of information granular.Based on the clustering analysis and hierarchical hyperbox model,this article constructing 1-neighborhood system, through this construction,it establishes a kind of nested information granulating method, which is corresponding with hierarchical hyperbox nested structure. Meanwhile, it presents a relative arithmetic.Furtherly, it combines with rough set model in the information system,and then it raised a new concept of attribute reduction which correspond with the nested structure of information granular.
Keywords/Search Tags:clustering, granular computing, rough set, neighborhood system, attribute reduction
PDF Full Text Request
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