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CLUSTER ANALYSIS BY TESTING THE STATISTICAL HYPOTHESIS OF UNIFORMITY

✍ Scribed by VIKTORAS ŠAFERIS; LEONARDAS A. VILKAUSKAS

Publisher
John Wiley and Sons
Year
1996
Tongue
English
Weight
255 KB
Volume
15
Category
Article
ISSN
0277-6715

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✦ Synopsis

This paper presents a cluster algorithm that defines the number of clusters and allows classification of data points. The basic task of the algorithm is to identify accumulations of vectors in the analysis sample of vectors. The accumulations of vectors are determined by testing the statistical hypothesis of uniformity. On the basis of accumulations, clusters are formed.

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