FCM-Type Fuzzy Clustering of Mixed Databases Considering Nominal Variable Quantification
作者： Katsuhiro Honda , , Ryo Uesugi , Hidetomo Ichihashi
DOI: 10.20965/JACIII.2007.P0162
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sci-hub.st 参考文章(16)
Chikio Hayashi, On the prediction of phenomena from qualitative data and the quantification of qualitative data from the mathematico-statistical point of view Annals of the Institute of Statistical Mathematics. ,vol. 3, pp. 69- 98 ,(1951) , 10.1007/BF02949778
Amir Ahmad, Lipika Dey, A k-mean clustering algorithm for mixed numeric and categorical data data and knowledge engineering. ,vol. 63, pp. 503- 527 ,(2007) , 10.1016/J.DATAK.2007.03.016
Forrest W. Young, Yoshio Takane, Jan de Leeuw, The principal components of mixed measurement level multivariate data: An alternating least squares method with optimal scaling features Psychometrika. ,vol. 43, pp. 279- 281 ,(1978) , 10.1007/BF02293871
Dae-Won Kim, Kwang H Lee, Doheon Lee, Fuzzy clustering of categorical data using fuzzy centroids Pattern Recognition Letters. ,vol. 25, pp. 1263- 1271 ,(2004) , 10.1016/J.PATREC.2004.04.004
James C. Bezdek, Chris Coray, Robert Gunderson, James Watson, Detection and Characterization of Cluster Substructure II. Fuzzy c-Varieties and Convex Combinations Thereof Siam Journal on Applied Mathematics. ,vol. 40, pp. 358- 372 ,(1981) , 10.1137/0140030
James C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms ,(1981)
Rajesh N Dave, Characterization and detection of noise in clustering Pattern Recognition Letters. ,vol. 12, pp. 657- 664 ,(1991) , 10.1016/0167-8655(91)90002-4
R. Krishnapuram, J.M. Keller, A possibilistic approach to clustering IEEE Transactions on Fuzzy Systems. ,vol. 1, pp. 98- 110 ,(1993) , 10.1109/91.227387
J. B. Macqueen, Some methods for classification and analysis of multivariate observations Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Statistics. ,vol. 1, pp. 281- 297 ,(1967)
Zhexue Huang, Michael K Ng, A fuzzy k-modes algorithm for clustering categorical data IEEE Transactions on Fuzzy Systems. ,vol. 7, pp. 446- 452 ,(1999) , 10.1109/91.784206