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Research Of Rough Set Operations And Data Mining Based On Binary

Posted on:2007-05-23Degree:MasterType:Thesis
Country:ChinaCandidate:T Z LiFull Text:PDF
GTID:2178360185987294Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
The innovation of the computer operation technique is accelerated with the development of set theory. Especially, rough set theory- a mathematical tool for dealing with inexact, uncertain or vague knowledge-has greatly promoted the developing of artificial intelligence. However, the algorithms for set application were inefficient which has blocked the further application of set theory. There's an internal relation between binary system and set. Bit operation is the fastest way as to computers' process speed. Moreover, its data is quite convenient and changeable for applying.This paper applies Binary system into set operation and gives a further research. To begin with, the basic-concept of set operation is discussed. Binary system is introduced into set operation through analyzing the internal relation between binary and set. Also the author gives us the detailed process of various basic operations. Next, with the study of rough set theory, the author holds that rough set theory is a mathematical tool especially for dealing with the data mining of inexact or incomplete system,...
Keywords/Search Tags:set theory, rough set, binary, attribute reduction, core, decision table, knowledge table, association rules
PDF Full Text Request
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