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...

Full description

Saved in:
Bibliographic Details
Published inPattern recognition letters Vol. 26; no. 11; pp. 1632 - 1640
Main Authors Bhatt, Rajen B., Gopal, M.
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.08.2005
Subjects
Compact computational domain
Fuzzy-rough sets
Pattern recognition
Compact computational domain
Pattern recognition
Fuzzy-rough sets
Online AccessGet full text

Cover

More Information
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.
ISSN:0167-8655
1872-7344
DOI:10.1016/j.patrec.2005.01.006