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Subjective entropy of probabilistic sets and fuzzy cluster analysis
Journal article

Subjective entropy of probabilistic sets and fuzzy cluster analysis

K Hirota and W Pedrycz
IEEE TRANS. SYST. MAN CYBER, Vol.SMC-16(1), pp.173-178
01/01/1986

Abstract

The results of different fuzzy clustering algorithms are dealt with collectively in a formal framework of probabilistic set theory in order to interpret the structure of data. Special attention is paid to calculation of entropy of the fuzzy clusters detected by various grouping methods. Two numerical examples illustrate applicability of the proposed way of cluster evaluation.

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