Study of Combined Fuzzy Clustering Algorithm Based on F-Statistics Hierarchy Clustering

Abstract:

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On analyzing the common problems in fuzzy clustering algorithms, we put forward the combined fuzzy clustering one, which will automatically generate a reasonable clustering numbers and initial cluster center. This clustering algorithm has been tested by real evaluation data of teaching designs. The result proves that the combined fuzzy clustering based on F-statistic is more effective.

Info:

Periodical:

Edited by:

Honghua Tan

Pages:

802-808

DOI:

10.4028/www.scientific.net/AMM.29-32.802

Citation:

M. Min "Study of Combined Fuzzy Clustering Algorithm Based on F-Statistics Hierarchy Clustering", Applied Mechanics and Materials, Vols. 29-32, pp. 802-808, 2010

Online since:

August 2010

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$35.00

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