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

Active Bibliography

251 Survey of clustering data mining techniques – Pavel Berkhin - 2002
247 Scaling Clustering Algorithms to Large Databases”, Microsoft Research Report – P. S. Bradley, Usama Fayyad, Cory Reina - 1998
64 Initialization of iterative refinement clustering algorithms – Usama Fayyad, Cory Reina, P. S. Bradley - 1998
235 Refining Initial Points for K-Means Clustering – P. S. Bradley, Usama M. Fayyad - 1998
47 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
238 Survey of clustering algorithms – Rui Xu, Donald Wunsch II - 2005
98 An Empirical Comparison of Four Initialization Methods for the K-Means Algorithm – J.M. Pena, J.A. Lozano, P. Larranaga - 1999
54 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
2 Linear Grouping Using Orthogonal Regression – Stefan Van Aelst, Xiaogang (steven Wang, Ruben H. Zamar, Rong Zhu - 2004
Data Mining Clustering of . . . – Ioannis Sarafis - 2005
8 An Information Theoretic Approach to Machine Learning – Robert Jenssen - 2005
16 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
81 Data Clustering: 50 Years Beyond K-Means – Anil K. Jain - 2008
98 Feature selection for unsupervised learning – Jennifer G. Dy, Carla E. Brodley, Jennifer G. Dy, Carla E. Brodley - 2004
Composition du jury: – Camille Brunet, Badran Fouad, Biernacki Christophe, Bouveyron Charles, Comon Pierre, Peltier Eric - 2012
Data Modelling and Description: A Guide to Using the SYLModel Library – Jayson E. Rome, Alexei D. Miasnikov, Robert M. Haralick