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Journal of Automation and Information Sciences

Publication de 12  numéros par an

ISSN Imprimer: 1064-2315

ISSN En ligne: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

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Modification of Fuzzy c-Means Method Using a Nonlinear Vector Criterion

Volume 42, Numéro 12, 2010, pp. 13-21
DOI: 10.1615/JAutomatInfScien.v42.i12.20
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RÉSUMÉ

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.

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