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Cluster analysis by adaptive rank-order filters

✍ Scribed by E.H. Sbai

Book ID
104161413
Publisher
Elsevier Science
Year
2001
Tongue
English
Weight
395 KB
Volume
34
Category
Article
ISSN
0031-3203

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✦ Synopsis

An adaptive "lter is proposed for detecting the modes of underlying probability density function of the data. The adaptive procedure is based on the selection of an appropriate rank order according to the local measurements of the entropy of the density function. The approach requires no a priori information about the structure of the data set but it is governed by the sampling parameter. Experiments demonstrate the usefulness of the "lter.

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