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On interpretation of T-product extensions of possibility distributions

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    SYSNO ASEP0427068
    Document TypeJ - Journal Article
    R&D Document TypeJournal Article
    Subsidiary JČlánek ve WOS
    TitleOn interpretation of T-product extensions of possibility distributions
    Author(s) Vejnarová, Jiřina (UTIA-B) RID
    Number of authors1
    Source TitleFuzzy Sets and Systems. - : Elsevier - ISSN 0165-0114
    Roč. 232, č. 1 (2013), s. 3-17
    Number of pages15 s.
    Publication formPrint - P
    Languageeng - English
    CountryNL - Netherlands
    KeywordsPossibility theory ; Extension ; Triangular norm ; Conditional independence ; Sets of probability distributions
    Subject RIVBA - General Mathematics
    R&D ProjectsGAP402/11/0378 GA ČR - Czech Science Foundation (CSF)
    Institutional supportUTIA-B - RVO:67985556
    UT WOS000327170400002
    EID SCOPUS84886726600
    DOI10.1016/j.fss.2013.08.006
    AnnotationT-product extensions(where T is a continuoust-norm) of a system of low-dimensional possibility distributions form an important class of solutions of the so-called possibilistic marginal problem. Nevertheless, they can differ from each other, e.g., from the viewpoint of inference. Therefore the need for their interpretation is obvious.To find it, we identify any possibility distribution with a set of probability distributions dominated by it and find a probability interpretation of models based on Gödel’s, product and Lukasiewicz’s t-norms.
    WorkplaceInstitute of Information Theory and Automation
    ContactMarkéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
    Year of Publishing2015
Number of the records: 1  

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