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

Janice L. Dubien, William D. Warde

Source record

Source: Crossref

Published: Jan 1, 1979

DOI: 10.2307/3315012

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Source abstract

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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A mathematical comparison of the members of an infinite family of agglomerative clustering algorithms — Mathematical Frontier Network