Entropic Approach to Multiscale Clustering Analysis

Recently, a novel method has been introduced to estimate the statistical significance of clustering in the direction distribution of objects. The method involves a multiscale procedure, based on the Kullback–Leibler divergence and the Gumbel statistics of extreme values, providing high discriminatio...

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Bibliographic Details
Main Authors: Antonio Insolia, Manlio De Domenico
Format: Article
Language:English
Published: MDPI AG 2012-05-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/14/5/865