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This paper presents a new validity index for validation of the fuzzy partitions generated by the fuzzy c-means algorithm. The proposed validity index is based on the compactness and separation measure. The compactness measure is defined as the weighted square deviation of the intra cluster, and the separation measure is defined as the distance for the different fuzzy sets. There are high expectations...
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