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Type: Artigo
Title: Capacities And Overlap Indexes With An Application In Fuzzy Rule-based Classification Systems
Author: Paternain
D.; Bustince
H.; Pagola
M.; Sussner
P.; Kolesarova
A.; Mesiar
Abstract: In this work, we introduce a method for constructing capacities using overlap indexes between the fuzzy sets which are generated from the inputs of the considered problem. We also use these capacities to aggregate information by means of the Choquet integral in a fuzzy rule-based classifier. We observe that with these capacities the obtained results are better than those obtained with other measures. (C) 2016 Elsevier B.V. All rights reserved.
Subject: Capacity
Overlap Index
Overlap Function
Choquet Integral
Fuzzy Rule-based Classification Systems
Editor: Elsevier Science BV
Rights: fechado
Identifier DOI: 10.1016/j.fss.2015.12.0210165
Date Issue: 2016
Appears in Collections:Unicamp - Artigos e Outros Documentos

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