DocumentCode
3430687
Title
Attribute reduction with homomorphism in incomplete information systems
Author
Liu, Xiao-Juan ; Mi, Ju-Sheng
Author_Institution
College of Mathematics and Information Science, Hebei Normal University, Shijiazhuang, China
fYear
2012
fDate
11-13 Aug. 2012
Firstpage
310
Lastpage
313
Abstract
The notion of homomorphism is used as a tool to deal with attribute reduction in incomplete information systems. In this paper, we define a tolerance relation on the universe of discoures U, and the tolerance classes which are created by the tolerance relation can form a cover of U. Then a novel definition of consistent function is proposed, and some properties of incomplete information systems under homomorphism are discussed. Furthermore, we prove that the attribute reduction of the original system and its image system is equivalent to each other. And then a new and more convenient measure to handle the attribute reduction of the original incomplete information system is obtained.
Keywords
Approximation methods; Gold; attribute reduction; consistent function; homomorphism; incomplete information system; tolerance relation;
fLanguage
English
Publisher
ieee
Conference_Titel
Granular Computing (GrC), 2012 IEEE International Conference on
Conference_Location
Hangzhou, China
Print_ISBN
978-1-4673-2310-9
Type
conf
DOI
10.1109/GrC.2012.6468586
Filename
6468586
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