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Uncertainty-aware dissimilarity measures for interval-valued fuzzy sets

  1. TitleUncertainty-aware dissimilarity measures for interval-valued fuzzy sets
    Author infoEmilio Torres-Manzanera, Pavol Kráľ ... [et al.]
    Author Torres-Manzanera Emilio (33%)
    Co-authors Kráľ Pavol 1978- (33%) UMBEF05 - Katedra kvantitatívnych metód a informačných systémov
    Janiš Vladimír 1963- (1%) UMBFP10 - Katedra matematiky
    Montes Susana (33%)
    Source document International journal of uncertainty, fuzziness and knowledge-based systems. Vol. 28, no. 5 (2020), pp. 757-768. - Singapur : World Scientific Publishing, 2020
    Keywords dissimilarity measure   interval-valued fuzzy sets   fuzzy množiny - fuzzy sets  
    Form. Descr.články - journal articles
    LanguageEnglish
    CountrySingapore
    AnnotationDissimilarities are a very usual way to compare two fuzzy sets and also two interval- valued fuzzy sets. In both cases, the dissimilarity between two sets is a number. In this work, we introduce a generalization of the notion of dissimilarity for interval-valued fuzzy sets such that it assumes values on the set of subintervals instead of the set of numbers. This seems to be more realistic taking into account the available information. We also investigate its relationship with the classical notions of dissimilarity between fuzzy sets and we obtain that the new class is richer than the existing one.
    URLLink na plný text
    Public work category ADC
    No. of Archival Copy48584
    Catal.org.BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici
    Databasexpca - PUBLIKAČNÁ ČINNOSŤ
    ReferencesPERIODIKÁ-Súborný záznam periodika
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