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Fuzzy classification systems.

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Amo, Ana del and Montero, 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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Official URL: http://www.sciencedirect.com/science/article/pii/S037722170300002X


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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
Deposited On:11 Oct 2012 09:30
Last Modified:03 Aug 2018 11:07

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