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Paul Bradley
Paul Bradley
Chief Data Scientist
Verified email at waystar.com
Title
Cited by
Cited by
Year
Refining initial points for k-means clustering.
PS Bradley, UM Fayyad
ICML 98, 91-99, 1998
18731998
Feature selection via concave minimization and support vector machines.
PS Bradley, OL Mangasarian
ICML 98, 82-90, 1998
14421998
Scaling mining algorithms to large databases
P Bradley, J Gehrke, R Ramakrishnan, R Srikant
Communications of the ACM 45 (8), 38-43, 2002
13292002
Constrained k-means clustering
PS Bradley, KP Bennett, A Demiriz
Microsoft Research, Redmond 20 (0), 0, 2000
5912000
Apparatus and accompanying methods for visualizing clusters of data and hierarchical cluster classifications
DE Heckerman, PS Bradley, DM Chickering, CA Meek
US Patent 7,333,998, 2008
4952008
Clustering via concave minimization
P Bradley, O Mangasarian, W Street
Advances in neural information processing systems 9, 1996
4371996
Mathematical programming for data mining: Formulations and challenges
PS Bradley, UM Fayyad, OL Mangasarian
INFORMS Journal on Computing 11 (3), 217-238, 1999
3741999
K-plane clustering
PS Bradley, OL Mangasarian
Journal of Global optimization 16, 23-32, 2000
3652000
Initialization of Iterative Refinement Clustering Algorithms.
UM Fayyad, C Reina, PS Bradley
KDD, 194-198, 1998
3051998
Apparatus and accompanying methods for visualizing clusters of data and hierarchical cluster classifications
DE Heckerman, PS Bradley, DM Chickering, CA Meek
US Patent 6,742,003, 2004
3022004
Feature selection via mathematical programming
PS Bradley, OL Mangasarian, WN Street
INFORMS Journal on Computing 10 (2), 209-217, 1998
2951998
Scaling EM (expectation-maximization) clustering to large databases
PS Bradley, U Fayyad, C Reina
Microsoft Research, 0-25, 1998
2761998
Massive data discrimination via linear support vector machines
PS Bradley, OL Mangasarian
Optimization methods and software 13 (1), 1-10, 2000
2632000
Compressed data cubes for olap aggregate query approximation on continuous dimensions
J Shanmugasundaram, U Fayyad, PS Bradley
Proceedings of the fifth ACM SIGKDD international conference on Knowledge …, 1999
2271999
Efficient discovery of error-tolerant frequent itemsets in high dimensions
C Yang, U Fayyad, PS Bradley
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
2002001
Scalable system for clustering of large databases
U Fayyad, PS Bradley, C Reina
US Patent 6,374,251, 2002
1892002
Scalable system for expectation maximization clustering of large databases
U Fayyad, PS Bradley, C Reina
US Patent 6,263,337, 2001
1442001
Data clustering using error-tolerant frequent item sets
C Yang, UM Fayyad, PS Bradley
US Patent 6,567,936, 2003
1422003
Varying cluster number in a scalable clustering system for use with large databases
PS Bradley, U Fayyad
US Patent 6,449,612, 2002
1372002
Scalable system for K-means clustering of large databases
U Fayyad, PS Bradley, C Reina
US Patent 6,012,058, 2000
1212000
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