A general approach to attribute reduction in rough set theory

The concept of a consistent approximation representation space is introduced. Many types of information systems can be treated and unified as consistent approximation representation spaces. At the same time, under the framework of this space, the judgment theorem for determining consistent attribute...

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Veröffentlicht in:Science China. Information sciences 2007-04, Vol.50 (2), p.188-197
Hauptverfasser: Zhang, WenXiu, Qiu, GuoFang, Wu, WeiZhi
Format: Artikel
Sprache:eng
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Zusammenfassung:The concept of a consistent approximation representation space is introduced. Many types of information systems can be treated and unified as consistent approximation representation spaces. At the same time, under the framework of this space, the judgment theorem for determining consistent attribute set is established, from which we can obtain the approach to attribute reductions in information systems. Also, the characterizations of three important types of attribute sets (the core attribute set, the relative necessary attribute set and the unnecessary attribute set) are examined.
ISSN:1009-2757
1674-733X
1862-2836
1869-1919
DOI:10.1007/s11432-007-0017-6