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Issue No.12 - December (2000 vol.22)
pp: 1467-1472
ABSTRACT
<p><b>Abstract</b>—Fuzzy K-means clustering can be applied to the automatic identification of sets in discontinuity data after suitable adaptation of the algorithm. To establish the number of clusters in a data set, modified versions of the validity measures of Gath and Geva, Xie-Beni and Fukuyama-Sugeno are presented in this paper.</p>
INDEX TERMS
Fuzzy cluster analysis, cluster analysis, cluster validity index, cluster performance measure, cluster validity indices, cluster performance measures, discontinuities, orientations, spherical data, directional data.
CITATION
Reginald E. Hammah, "Validity Measures for the Fuzzy Cluster Analysis of Orientations", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol.22, no. 12, pp. 1467-1472, December 2000, doi:10.1109/34.895981
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