Title | ||
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A Heuristic Algorithm for Attribute Reduction Based on Discernibility and Equivalence by Attributes |
Abstract | ||
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In this paper, we consider a heuristic method to partially calculate relative reducts with better evaluation by the evaluation criterion proposed by the authors. By considering discernibility and equivalence of elements with respect to values of condition attributes that appear in relative reducts, we introduce an evaluation criterion of condition attributes, and consider a heuristic method for calculating a relative reduct with better evaluation. |
Year | DOI | Venue |
---|---|---|
2009 | 10.1007/978-3-642-04820-3_32 | MDAI |
Keywords | Field | DocType |
attribute reduction,relative reducts,better evaluation,evaluation criterion,heuristic method,condition attribute,heuristic algorithm,relative reduct | Discrete mathematics,Heuristic,Mathematical optimization,Reduct,Decision table,Heuristic (computer science),Computer science,Equivalence (measure theory),Conjunctive normal form | Conference |
Volume | ISSN | Citations |
5861 | 0302-9743 | 3 |
PageRank | References | Authors |
0.46 | 7 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Yasuo Kudo | 1 | 95 | 26.41 |
Tetsuya Murai | 2 | 186 | 42.10 |