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Generalizated local divergence measures

  1. TitleGeneralizated local divergence measures
    Author infoVladimír Kobza, Vladimír Janiš, Susana Montes
    Author Kobza Vladimír 1988- (45%) UMBFP10 - Katedra matematiky
    Co-authors Janiš Vladimír 1963- (45%) UMBFP10 - Katedra matematiky
    Montes Susana (10%)
    Source document Journal of Intelligent & Fuzzy Systems. Vol. 33, no. 1 (2017), pp. 337-350. - Amsterdam : IOS Press, 2017
    Keywords divergence measure   t-conorms   localities   S-locality   aggregation operators  
    LanguageEnglish
    CountryNetherlands
    systematics 51
    AnnotationThe comparison of sets is an important topic with application in several fields. Divergence measures were introduced as an adequate measure of comparison of two fuzzy sets and an alternative of the dissimilarities. The particular study for local divergences is here generalized to any t-conorm instead just the sum. The concept of divergence is revisited and studied in detail. This study is complemented with the whole characterization of a new family of divergence measures, the generalized local divergence measures. Some applications of these divergences in pattern recognition and decision making illustrate their utility.
    Public work category ADC
    No. of Archival Copy39866
    Catal.org.BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici
    Databasexpca - PUBLIKAČNÁ ČINNOSŤ
    ReferencesPERIODIKÁ-Súborný záznam periodika
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