Evidential clustering of large dissimilarity data

    Knowl.-Based Syst., Volume 106, Issue C, 2016, Pages 179-195.

    Cited by: 49|Bibtex|Views17|Links
    EI

    Abstract:

    In evidential clustering, the membership of objects to clusters is considered to be uncertain and is represented by Dempster-Shafer mass functions, forming a credal partition. The EVCLUS algorithm constructs a credal partition in such a way that larger dissimilarities between objects correspond to higher degrees of conflict between the as...More

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