Scaling EM (Expectation-Maximization) Clustering to Large Databases (1999)

by Paul S. Bradley , Usama M. Fayyad , Cory A. Reina , P. S. Bradley , Usama Fayyad , Cory Reina
Citations:40 - 0 self

Documents Related by Co-Citation

8058 Maximum likelihood from incomplete data via the EM algorithm – A. P. Dempster, N. M. Laird, D. B. Rubin - 1977
434 BIRCH: an efficient data clustering method for very large databases – Tian Zhang, Raghu Ramakrishnan, Miron Livny - 1996
3917 Pattern Classification and Scene Analysis – R O Duda, P Hart - 1973
89 Very Fast EM-based Mixture Model Clustering Using Multiresolution kd-trees – Andrew Moore - 1998
561 Automatic Subspace Clustering of High Dimensional Data – Rakesh Agrawal, Johannes Gehrke, Dimitrios Gunopulos, Prabhakar Raghavan - 2005
591 Efficient and Effective Clustering Methods for Spatial Data Mining – Raymond T. Ng, Jiawei Han - 1994
1092 A density-based algorithm for discovering clusters in large spatial databases with noise – Martin Ester, Hans-peter Kriegel, Jörg S, Xiaowei Xu - 1996
364 Density Estimation – David W. Scott - 1997
939 The EM Algorithm and Extensions – G J MCLACHLAN, T KRISHNAN - 1996
2283 Estimating the dimension of a model – G Schwarz - 1978
115 C.L.: A method for comparing two hierarchical clusterings – E B Fowlkes, Mallows - 1983
273 How many clusters? Which clustering method? Answers via model-based cluster analysis – Chris Fraley, Adrian E. Raftery - 1998
873 Finite Mixture Models – G McLachlan, D Peel - 2000
622 Scatter/Gather: A Cluster-based Approach to Browsing Large Document Collections – Douglass R. Cutting, David R. Karger, Jan O. Pedersen, John W. Tukey - 1992
562 CURE: An Efficient Clustering Algorithm for Large Data sets – Sudipto Guha, Rajeev Rastogi, Kyuseok Shim - 1998
35 Accelerating EM for large databases – Bo Thiesson, Christopher Meek, David Heckerman - 2001
16 Model-based Gaussian and nonGaussian clustering," Biometrics – J Ban, A Raftery - 1993
2641 Introduction to statistical pattern recognition – K Fukunaga - 1972
221 Topic Detection and Tracking Pilot Study Final Report – James Allan, Jaime Carbonell, George Doddington, Jonathan Yamron, Yiming Yang - 1998