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:35 - 0 self

Active Bibliography

177 Survey of clustering data mining techniques – Pavel Berkhin - 2002
197 Scaling Clustering Algorithms to Large Databases”, Microsoft Research Report – P. S. Bradley, Usama Fayyad, Cory Reina - 1998
59 Initialization of Iterative Refinement Clustering Algorithms – Usama M. Fayyad, Cory A. Reina, Paul S. Bradley, Usama Fayyad, Cory Reina, P. S. Bradley - 1998
184 Refining Initial Points for K-Means Clustering – P. S. Bradley, Usama M. Fayyad - 1998
40 Mathematical Programming for Data Mining: Formulations and Challenges – P. S. Bradley, Usama M. Fayyad, O. L. Mangasarian - 1998
2 Knowledge Discovery From Distributed And Textual Data – Vincent Wing-sing Cho - 1999
62 An Empirical Comparison of Four Initialization Methods for the K-Means Algorithm – J.M. Pena, J.A. Lozano, P. Larranaga - 1999
52 Compressed Data Cubes for OLAP Aggregate Query Approximation on Continuous Dimensions – Jayavel Shanmugasundaram, et al. - 1988
5 Mathematical Programming Approaches To Machine Learning And Data Mining – Paul S. Bradley - 1998
1 Linear Grouping Using Orthogonal Regression – Stefan Van Aelst, Xiaogang (steven Wang, Ruben H. Zamar, Rong Zhu - 2004
Data Mining Clustering of . . . – Ioannis Sarafis - 2005
4 An Information Theoretic Approach to Machine Learning – Robert Jenssen - 2005
12 A Fast and Robust General Purpose Clustering Algorithm – Vladimir Estivill-Castro, Jianhua Yang - 2000
SyMP: An Efficient Clustering Approach to Identify Clusters Of Arbitrary Shapes in Large Data Sets – Hichen Frigui - 2002
69 Feature selection for unsupervised learning – Jennifer G. Dy, Carla E. Brodley, Stefan Wrobel - 2004
Clustering With Obstacle Entities – Jean Fen-ju Hou - 1999
Data Clustering Techniques – Qualifying Oral Examination, Periklis Andritsos
196 Approximation Algorithms for Projective Clustering – Pankaj K. Agarwal, Cecilia M. Procopiuc - 2000
8 O-cluster: scalable clustering of large high dimensional data sets – Boriana L. Milenova, Marcos M. Campos - 2002