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Hierarchical Classification I: Single-Linkage Method

✍ Scribed by B. Kopp

Book ID
101713583
Publisher
John Wiley and Sons
Year
1978
Tongue
English
Weight
328 KB
Volume
20
Category
Article
ISSN
0323-3847

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✦ Synopsis

This is the first part of a survey of hicrarchical clustering algorithms using joining methods: the Single-Linkage algorithm. Complete-Linkage and general algorithms defined by d(Ai,B) = =a+f(Ai,A,) +a,d(Ai,A,) + p ( A ,,A,) will be discussed in two subsequent papers.

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The aim of this paper is to present the concepts underlying an approach to data analysis using a hierarchical classification. The data can be provided by observation, experiment or knowledge. We begin by presenting the classical view of the context of data representation, in which the algorithm of h