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응용통계연구 = The Korean journal of applied statistics, v.22 no.4, 2009년, pp.745 - 758
김재희 (덕성여자대학교 정보 통계학과) , 고윤실 (덕성여자대학교 정보 통계학과)
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Cluster analysis is the automated search for groups of related observations in a data set. To group the observations into clusters many techniques has been proposed, and a variety measures aimed at validating the results of a cluster analysis have been suggested. In this paper, we compare complete l...
Banfield, J. D. and Raftery, A. E. (1993). Model-based Gaussian and Non-Gaussian clustering, Biometrics, 49, 803-821
Brock, G., Pihur, V., Datta, S. and Datta, S. (2008). clValid: An R package for cluster validation, Journal of Statistical Software, 25, 1-21
Datta, S. and Datta, S. (2003). Comparisons and validation of statistical clustering techniques for microarray gene expression data, Bioinformatics, 19, 459-466
Dunn (1974). Well-separated clusters and optimal fuzzy partitions, Journal of Cybernetics, 4, 95-104
Fraley, C. and Raftery, A. E. (1998). How many clusters? Which clustering method-answers via model-based cluster analysis, Computation Journal, 41, 578-588
Fraley, C. and Raftery, A. E. (2002). Model-based clustering, discriminant analysis, and density estimation, Journal of the American Statistical Association, 97, 611-631
Handl, J., Knowles, J. and Kell, D. B. (2005). Computational cluster validation in post-genomic data analysis, Bioinformatics, 21, 3201-3212
Hartigan, J. A. and Wong, M. A. (1979). K-means clustering algorithm, Applied Statistics, 28, 100-108
Kaufman, L. and Rousseeuw, P. J. (1990). Finding Groups in Data: An Introduction to Cluster Analysis, Wiley, New York
Pollard, D. (1981). Strong consistency of K-means clustering, Annals of Statistics, 9, 135-140
Pollard, D. (1982). Central limit theorems for K-means clustering, Annals of Statistics, 10, 919-926
Rousseeuw, P. J. (1987). Silhouettes: Graphical aid to the interpretation and validation of cluster analysis, Journal of Computational and Applied Mathematics, 20, 53-65
Scott, A. J. and Symons, M. (1971). Clustering methods based on likelihood ratio criteria, Biometrics, 27, 387-397
Ward, Jr., J. H. (1963). Hierarchical grouping to optimize an objective function, Journal of the American Statistical Association, 58, 236-244
Yeung, K. Y., Fraley, C., Murua, A., Raftery, A. E. and Ruzzo, W. L. (2001). Model-based clustering and data transformations for gene expression data, Bioinformatics, 17, 977-987
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