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Author:

He, Ming (He, Ming.) | Li, Wei (Li, Wei.)

Indexed by:

EI Scopus

Abstract:

In this paper, a special class of neighborhood systems, called reflexive 1-neighborhood systems is introduced, properties of neighborhood and approximation operators are studied, and their connections are examined. In addition, this paper discussed incomplete systems from view of point of information view, and in order to measure uncertainty of knowledge and roughness of rough set in incomplete information systems knowledge, the indiscernibility relation in classical rough set theory is necessary to be extended to some more general relations. Furthermore, information entropy is introduced to study the rough entropy of knowledge and the roughness of the rough set based on covering granules, which are described with reflexive 1-neighborhood systems. Finally, a new kind of measurement about the roughness of knowledge and rough set is proposed.

Keyword:

Knowledge based systems Information granules Data mining Rough set theory Information use

Author Community:

  • [ 1 ] [He, Ming]College of Computer Science, Beijing University of Technology, Beijing, China
  • [ 2 ] [Li, Wei]Information and Technology Department, Beijing Municipal Branch, Industrial and Commercial Bank of China, Beijing, China

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Source :

Year: 2008

Page: 323-327

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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