DocumentCode
2316685
Title
Information system attribute reduction
Author
Chen, Shaobai ; Cao, Mengfei ; Chen, Xiaodan
Author_Institution
Coll. of Sci., Wuhan Univ. of Sci. & Technol., Wuhan, China
fYear
2010
fDate
25-27 Aug. 2010
Firstpage
392
Lastpage
395
Abstract
This paper describes the information systems as a family of equivalence relations or functions. It brings forward the notion of separation polynomial, which is an expression found by the separators (complement of the equivalence relations) via finite union operations and intersection operations. This paper adopts the minimal element method, simplified the conversion from separation disjunctive normal form to separation conjunctive normal form, which has reduced time consuming and space consuming of attribute reduction operation of information systems. Corresponding algorithm steps and an example are given at the end of this paper.
Keywords
data mining; information systems; polynomials; equivalence relations; information system attribute reduction; minimal element method; separation conjunctive normal form; separation disjunctive normal form; separation polynomial; Algorithm design and analysis; Computers; Databases; Finite element methods; Information systems; Particle separators; Polynomials;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computational Intelligence (IWACI), 2010 Third International Workshop on
Conference_Location
Suzhou, Jiangsu
Print_ISBN
978-1-4244-6334-3
Type
conf
DOI
10.1109/IWACI.2010.5585109
Filename
5585109
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