A physical analogy to fuzzy clustering

Jan Jantzen

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review


    This tutorial paper provides an interpretation of the membership assignment in the fuzzy clustering algorithm fuzzy c-means. The membership of a data point to several clusters is shown to be analogous to the gravitational forces between bodies of mass. This provides an alternative way to explain the algorithm to students. The analogy suggests a possible extension of the fuzzy membership assignment equation.
    Original languageEnglish
    Title of host publicationEunite 2004: European Symposium on Intelligent Technologies, Hybrid Systems and their Implementation on Smart Adaptive Sy
    Place of PublicationPascalstr. 69, D-52076 Aachen, Germany
    PublisherELITE Foundation, Pascalstrasse 69, D-52076 Aachen, Germany
    Publication date2004
    Publication statusPublished - 2004


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