Initializing normal mixtures of densities
暂无分享,去创建一个
Francesc J. Ferri | Pavel Pudil | Jana Novovicová | Petr Somol | Jirí Grim | P. Pudil | J. Novovicová | F. Ferri | P. Somol | J. Grim
[1] K. Pearson. Contributions to the Mathematical Theory of Evolution , 1894 .
[2] E. Parzen. On Estimation of a Probability Density Function and Mode , 1962 .
[3] Donald B. Rubin,et al. Max-imum Likelihood from Incomplete Data , 1972 .
[4] J. Habbema. A stepwise discriminant analysis program using density estimetion , 1974 .
[5] Robert P. W. Duin,et al. On the Choice of Smoothing Parameters for Parzen Estimators of Probability Density Functions , 1976, IEEE Transactions on Computers.
[6] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[7] M. Rudemo. Empirical Choice of Histograms and Kernel Density Estimators , 1982 .
[8] Jirí Grim,et al. On numerical evaluation of maximum-likelihood estimates for finite mixtures of distributions , 1982, Kybernetika.
[9] New York Dover,et al. ON THE CONVERGENCE PROPERTIES OF THE EM ALGORITHM , 1983 .
[10] A. Bowman. An alternative method of cross-validation for the smoothing of density estimates , 1984 .
[11] A. F. Smith,et al. Statistical analysis of finite mixture distributions , 1986 .
[12] D. W. Scott,et al. Biased and Unbiased Cross-Validation in Density Estimation , 1987 .
[13] D. W. Scott,et al. Cross-Validation of Multivariate Densities , 1994 .
[14] Michael I. Jordan,et al. On Convergence Properties of the EM Algorithm for Gaussian Mixtures , 1996, Neural Computation.