2011Computers & SecurityRequires access

Study to Attribute Reduction Algorithm of Incomplete Information Systems

Guohua Hu

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Abstract

In this paper,attribute reduction based on tolerance relation was studied,and an algorithm for attribute reduction based on tolerance relation under attribute order was developed.With the proposed algorithm the unique attribute reduction of the incomplete information systems can be obtained.The validity and feasibility of the algorithms were demonstrated by typical examples.

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What this paper is about

In this paper,attribute reduction based on tolerance relation was studied,and an algorithm for attribute reduction based on tolerance relation under attribute order was developed.With the proposed algorithm the unique attribute reduction of the incomplete information systems can be obtained.The validity and feasibility of the algorithms were demonstrated by typical examples.

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Available abstract

In this paper,attribute reduction based on tolerance relation was studied,and an algorithm for attribute reduction based on tolerance relation under attribute order was developed.With the proposed algorithm the unique attribute reduction of the incomplete information systems can be obtained.The validity and feasibility of the algorithms were demonstrated by typical examples.

Key concepts: Reduction (mathematics), Computer science, Relation (database), Attribute domain, Data mining, Order (exchange), Algorithm, Rough set

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