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Fuzzy classification systems.

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

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URL Oficial: http://www.sciencedirect.com/science/article/pii/S037722170300002X


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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.


Tipo de documento:Artículo
Palabras clave:Fuzzy sets; Fuzzy partition; Multicriteria analysis
Materias:Ciencias > Informática > Inteligencia artificial
Ciencias > Matemáticas > Lógica simbólica y matemática
Código ID:16678
Depositado:11 Oct 2012 09:30
Última Modificación:19 Abr 2016 16:31

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