Cluster Analysis as a Tool of Interpretation of Complex Systems

Miyamoto S (1987). Cluster Analysis as a Tool of Interpretation of Complex Systems. IIASA Working Paper. IIASA, Laxenburg, Austria: WP-87-041

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Abstract

This paper deals with several problems in cluster analysis. It appears that the suggested solutions have not been considered in current literature. First, the author proposes the use of a permuted matrix as a tool for interpretation of clusters generated by hierarchical agglomerative clustering algorithms. Second, a new method of defining similarity between a pair of clusters is shown. This method leads to a new class of hierarchical agglomerative clustering. Third, two criteria are defined to optimize dendrograms that are outputs of hierarchical clustering.

This paper has been presented at the Task Force Seminar Session on New Advances in Decision Support Systems, Laxenburg, Austria, November 3-5, 1986.

Item Type: Monograph (IIASA Working Paper)
Research Programs: System and Decision Sciences - Core (SDS)
Depositing User: IIASA Import
Date Deposited: 15 Jan 2016 01:58
Last Modified: 11 Nov 2016 07:34
URI: http://pure.iiasa.ac.at/3011

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