Kristin P. Bennett
Kristin P. Bennett
Professor of Mathematical Sciences, Renssealer Polytechnic Institute
Verified email at - Homepage
Cited by
Cited by
Semi-supervised support vector machines
K Bennett, A Demiriz
Advances in Neural Information processing systems 11, 1998
Robust linear programming discrimination of two linearly inseparable sets
KP Bennett, OL Mangasarian
Optimization methods and software 1 (1), 23-34, 1992
Support vector machines: hype or hallelujah?
KP Bennett, C Campbell
ACM SIGKDD explorations newsletter 2 (2), 1-13, 2000
Dimensionality reduction via sparse support vector machines
J Bi, K Bennett, M Embrechts, C Breneman, M Song
Journal of Machine Learning Research 3 (Mar), 1229-1243, 2003
Constrained k-means clustering
PS Bradley, KP Bennett, A Demiriz
Microsoft Research, Redmond 20 (0), 0, 2000
Linear programming boosting via column generation
A Demiriz, KP Bennett, J Shawe-Taylor
Machine Learning 46, 225-254, 2002
Duality and geometry in SVM classifiers
KP Bennett, EJ Bredensteiner
ICML 2000, 57-64, 2000
Multicategory classification by support vector machines
EJ Bredensteiner, KP Bennett
Computational Optimization: A Tribute to Olvi Mangasarian Volume I, 53-79, 1999
Incremental support vector learning: Analysis, implementation and applications.
P Laskov, C Gehl, S Krüger, KR Müller, KP Bennett, ...
Journal of machine learning research 7 (9), 2006
Semi-supervised clustering using genetic algorithms
A Demiriz, KP Bennett, MJ Embrechts
Artificial neural networks in engineering (ANNIE-99), 809-814, 1999
Regression error characteristic curves
J Bi, KP Bennett
Proceedings of the 20th international conference on machine learning (ICML …, 2003
Building support vector machines with reduced classifier complexity.
SS Keerthi, O Chapelle, D DeCoste, KP Bennett, E Parrado-Hernández
Journal of Machine Learning Research 7 (7), 2006
Ensemble Pruning Via Semi-definite Programming.
Y Zhang, S Burer, W Nick Street, KP Bennett, E Parrado-Hernández
Journal of machine learning research 7 (7), 2006
A support vector machine approach to decision trees
KP Bennett, JA Blue
1998 IEEE international joint conference on neural networks proceedings …, 1998
A linear programming approach to novelty detection
C Campbell, K Bennett
Advances in neural information processing systems 13, 2000
Density-based indexing method for efficient execution of high dimensional nearest-neighbor queries on large databases
U Fayyad, KP Bennett, D Geiger
US Patent 6,263,334, 2001
Exploiting unlabeled data in ensemble methods
KP Bennett, A Demiriz, R Maclin
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
Linear Programming Relaxations and Belief Propagation--An Empirical Study.
C Yanover, T Meltzer, Y Weiss, KP Bennett, E Parrado-Hernández
Journal of Machine Learning Research 7 (9), 2006
Multicategory discrimination via linear programming
KP Bennett, OL Mangasarian
Optimization methods and Software 3 (1-3), 27-39, 1994
The interplay of optimization and machine learning research
KP Bennett, E Parrado-Hernández
The Journal of Machine Learning Research 7, 1265-1281, 2006
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