A mathematical comparison of the members of an infinite family of agglomerative clustering algorithms

Janice L. DuBien, William D. Warde · Canadian Journal of Statistics · 1979

Abstract This article presents an algebraic analysis of agglomerative clustering method algorithms, which results in a graphic portrayal of these algorithms and a classification scheme for these algorithms based on the degree of distortion perpetrated on the object space by the algorithms in each group.

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