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Communication Dans Un Congrès Année : 2009

A Fuzzy Modeling Approach to Cluster Validity

Résumé

This paper presents a new approach to find the optimal number of clusters of a fuzzy partition. It is based on a fuzzy modeling approach which combines measures of clusters' separation and overlap. Theses measures are based on triangular norms and a discrete Sugeno integral. Results on artificial and real data sets prove its efficiency compared to indexes from the literature.
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Dates et versions

hal-00441442 , version 1 (16-12-2009)

Identifiants

  • HAL Id : hal-00441442 , version 1

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Hoel Le Capitaine, Carl Frelicot. A Fuzzy Modeling Approach to Cluster Validity. 18th International Conference on Fuzzy Systems, FUZZIEEE'09, 2009, Jeju Island, South Korea. pp.462--467. ⟨hal-00441442⟩

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