University of Hertfordshire

Modification of fuzzy c-means method using a nonlinear vector criterion

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Original languageEnglish
Pages (from-to)13-21
Number of pages9
JournalJournal of Automation and Information Sciences
Volume42
Issue12
DOIs
Publication statusPublished - 30 Dec 2010
Externally publishedYes

Abstract

The proposed new vector criterion improves the results obtained based on the fuzzy c-means method. The possibility to apply the proposed vector criterion to fuzzy clustering problems is substantiated. The appropriate algorithm is constructed to allow one to perform clustering of rocks based on a predictive estimate of outburst hazard degree.

ID: 19958513