Clustering with EM: Complex Models vs. Robust Estimation
暂无分享,去创建一个
[1] Yurij S. Kharin. Robustness of Clustering under Outliers , 1997, IDA.
[2] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[3] Geoffrey J. McLachlan,et al. Robust Cluster Analysis via Mixtures of Multivariate t-Distributions , 1998, SSPR/SPR.
[4] G. Celeux,et al. An entropy criterion for assessing the number of clusters in a mixture model , 1996 .
[5] New York Dover,et al. ON THE CONVERGENCE PROPERTIES OF THE EM ALGORITHM , 1983 .
[6] Chris Fraley,et al. MCLUST: Software for Model-Based Cluster and Discriminant Analysis , 1998 .
[7] P J Rousseeuw,et al. On the calculation of a robust S-estimator of a covariance matrix. , 1998, Statistics in medicine.
[8] David Peel,et al. The EMMIX Algorithm for the Fitting of Normal and t-Components , 1999 .
[9] Peter Adams,et al. The EMMIX software for the fitting of mixtures of normal and t-components , 1999 .