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

作者：Bulat A F^*; Kiseleva E M; Pichugov S A; Blyuss O B

来源：Journal of Automation and Information Sciences, 2010, 42(12): 13-21.

DOI：10.1615/JAutomatInfScien.v42.i12.20

• fuzzy c-means method
• clustering problem
• rock clustering
• predictive estimate
• outburst hazard degree

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.

• 出版日期2010