Počet záznamů: 1  

Capacities and overlap indexes with an application in fuzzy rule-based classification systems

  1. 1.
    0465739 - ÚTIA 2017 RIV NL eng J - Článek v odborném periodiku
    Paternain, D. - Bustince, H. - Pagola, M. - Sussner, P. - Kolesárová, A. - Mesiar, Radko
    Capacities and overlap indexes with an application in fuzzy rule-based classification systems.
    Fuzzy Sets and Systems. Roč. 305, č. 1 (2016), s. 70-94. ISSN 0165-0114. E-ISSN 1872-6801
    Institucionální podpora: RVO:67985556
    Klíčová slova: Capacity * Overlap index * Overlap function * Choquet integral * Fuzzy rule-based classification systems
    Kód oboru RIV: BA - Obecná matematika
    Impakt faktor: 2.718, rok: 2016
    http://library.utia.cas.cz/separaty/2016/E/mesiar-0465739.pdf

    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.
    Trvalý link: http://hdl.handle.net/11104/0265682

     
     
Počet záznamů: 1  

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