A new fusion algorithm for fuzzy clustering

Abstract

In this paper, we have considered the merging problem of two ellipsoidal clusters in order to construct a new fusion algorithm for fuzzy clustering. We have proposed a criterion for merging two ellipsoidal clusters π1, π2 with associated main Mahalanobis circles Ej(cj , σj), where cj is the centroid and σ 2 j is the Mahalanobis variance of cluster πj… (More)

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