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Fuzzy classification systems.

Amo, Ana del and Montero de Juan, Francisco Javier and Binging, Gregory and Cutello, V. (2004) Fuzzy classification systems. European journal of operational research, 156 (2). pp. 495-507. ISSN 0377-2217

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Abstract

In this paper it is pointed out that a classification is always made taking into account all the available classes, i.e., by means of a classification system. The approach presented in this paper generalizes the classical definition of fuzzy partition as defined by Ruspini, which is now conceived as a quite often desirable objective that can be usually obtained only after a long learning process. In addition, our model allows the evaluation of the resulting classification, according to several indexes related to covering, relevance and overlapping.

Item Type:Article
Uncontrolled Keywords:Fuzzy sets; Fuzzy partition; Multicriteria analysis
Subjects:Sciences > Computer science > Artificial intelligence
Sciences > Mathematics > Logic, Symbolic and mathematical
ID Code:16678
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