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Hybrid attribute reduction based on a novel fuzzy-rough model and information granulation

โœ Scribed by Qinghua Hu; Zongxia Xie; Daren Yu

Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
291 KB
Volume
40
Category
Article
ISSN
0031-3203

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Conventional fuzzy cognitive maps ~FCMs! can only represent monotonic or symmetric causal relationships and cannot simulate the AND/OR combinations of the antecedent nodes. The rulebased fuzzy cognitive maps ~RBFCMs! usually suffer from the well-known combinatorial rule explosion problem. A hybrid f