On the compact computational domain of fuzzy-rough sets
Based on some properties of fuzzy t-norm and t-conorm operators, the concept of fuzzy-rough sets on compact computational domain has been put forward. Various mathematical properties of this new definition of fuzzy-rough sets are discussed from pattern classification viewpoint. It is established tha...
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Published in | Pattern recognition letters Vol. 26; no. 11; pp. 1632 - 1640 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Elsevier B.V
01.08.2005
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Subjects | |
Online Access | Get full text |
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Summary: | Based on some properties of fuzzy
t-norm and
t-conorm operators, the concept of fuzzy-rough sets on compact computational domain has been put forward. Various mathematical properties of this new definition of fuzzy-rough sets are discussed from pattern classification viewpoint. It is established that the proposed approach identifies various patterns in the sense of fuzzy-roughness, in addition to providing deeper insight into various concepts of fuzzy-rough sets. |
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ISSN: | 0167-8655 1872-7344 |
DOI: | 10.1016/j.patrec.2005.01.006 |