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1 results on '"Pedrycz, Witold"'

1. An interval weighed fuzzy c-means clustering by genetically guided alternating optimization.

Author

Zhang, Liyong, Pedrycz, Witold, Lu, Wei, Liu, Xiaodong, and Zhang, Li

Subjects
*FUZZY clustering technique, *MATHEMATICAL optimization, *DATA mining, *COMPUTER crimes, *GENETIC algorithms, *MATHEMATICAL functions
Abstract

Highlights: [•] Interval attribute weights are proposed and introduced for fuzzy clustering. [•] Genetic mechanism and gradient-based iteration constitute optimization strategy. [•] Data partition and weights can be obtained by minimizing the objective function. [•] Reasonable clustering results can be achieved more easily. [ABSTRACT FROM AUTHOR]

Published
2014
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