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When doing clustering analysis it always needs a clustering validity index to evaluate if the present clustering scheme can reflect the real natural structure of the dataset. The clusters founded by the clustering algorithm can be of arbitrary shape, but the exiting validity indices can only assess the validity of convex clusters. To solve this problem a new validity index CompSepa is proposed in...
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