Fuzzy Cluster Analysis from the Viewpoint of Robust Statistics

作者: Frank Klawonn , Frank Höppner

DOI: 10.1007/978-3-540-93802-6_21

关键词: Cluster analysisFuzzy set operationsType-2 fuzzy sets and systemsFLAME clusteringTheoretical computer scienceMathematicsCURE data clustering algorithmFuzzy classificationFuzzy clusteringData miningFuzzy number

摘要: Fuzzy cluster analysis has been initiated in the beginning of seventies by Bezdek [1], [3] and Dunn [12]. The ideas were partly motivated problems caused binary or crisp assignment data to unique clusters as for instance case popular c-means clustering algorithm. Handling ambiguous noisy order overcome these was one important issue.

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