Fuzzy classification systems

Fuzzy classification systems

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Article ID: iaor20052271
Country: Netherlands
Volume: 156
Issue: 2
Start Page Number: 495
End Page Number: 507
Publication Date: Jul 2004
Journal: European Journal of Operational Research
Authors: , , ,
Keywords: decision theory: multiple criteria
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.

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