Repairing Faulty Mixture Models using Density Estimation
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[1] Tian Zhang,et al. BIRCH: an efficient data clustering method for very large databases , 1996, SIGMOD '96.
[2] Paul S. Bradley,et al. Compressed data cubes for OLAP aggregate query approximation on continuous dimensions , 1999, KDD '99.
[3] David Heckerman,et al. Stratiied Exponential Families: Graphical Models and Model Selection , 1998 .
[4] Tian Zhang,et al. Fast density estimation using CF-kernel for very large databases , 1999, KDD '99.
[5] Christopher K. I. Williams. A MCMC Approach to Hierarchical Mixture Modelling , 1999, NIPS.
[6] Paul S. Bradley,et al. Scaling Clustering Algorithms to Large Databases , 1998, KDD.
[7] Sanjoy Dasgupta,et al. Experiments with Random Projection , 2000, UAI.
[8] J. Simonoff. Multivariate Density Estimation , 1996 .
[9] Peter C. Cheeseman,et al. Bayesian Classification (AutoClass): Theory and Results , 1996, Advances in Knowledge Discovery and Data Mining.
[10] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[11] David L. Dowe,et al. MML clustering of multi-state, Poisson, von Mises circular and Gaussian distributions , 2000, Stat. Comput..
[12] Andrew W. Moore,et al. X-means: Extending K-means with Efficient Estimation of the Number of Clusters , 2000, ICML.
[13] Chris Fraley,et al. Algorithms for Model-Based Gaussian Hierarchical Clustering , 1998, SIAM J. Sci. Comput..
[14] Yoav Freund,et al. Experiments with a New Boosting Algorithm , 1996, ICML.
[15] John S. Baras,et al. Consistent estimation of the order of Hidden Markov Chains , 1992 .
[16] Marina Meila,et al. An Experimental Comparison of Several Clustering and Initialization Methods , 1998, UAI.
[17] Richard O. Duda,et al. Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.
[18] A. Raftery,et al. Algorithms for Model-based Gaussian Hierarchical Clustering 1 , 1996 .
[19] Luis Talavera,et al. Feature Selection as a Preprocessing Step for Hierarchical Clustering , 1999, ICML.
[20] Padhraic Smyth,et al. Model selection for probabilistic clustering using cross-validated likelihood , 2000, Stat. Comput..
[21] Chris Fraley,et al. MCLUST: Software for Model-Based Cluster and Discriminant Analysis , 1998 .
[22] P. Green. Reversible jump Markov chain Monte Carlo computation and Bayesian model determination , 1995 .
[23] Andrew W. Moore,et al. The Anchors Hierarchy: Using the Triangle Inequality to Survive High Dimensional Data , 2000, UAI.
[24] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[25] Xiao-Li Meng,et al. The EM Algorithm—an Old Folk‐song Sung to a Fast New Tune , 1997 .
[26] C. Posse. Hierarchical Model-Based Clustering for Large Datasets , 2001 .
[27] R. Jennrich,et al. Acceleration of the EM Algorithm by using Quasi‐Newton Methods , 1997 .