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
KP Bennett, A Demiriz
Advances in Neural Information processing systems, 368-374, 1999
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
Linear programming boosting via column generation
A Demiriz, KP Bennett, J Shawe-Taylor
Machine Learning 46 (1-3), 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, 53-79, 1999
Semi-supervised clustering using genetic algorithms
A Demiriz, KP Bennett, MJ Embrechts
Artificial neural networks in engineering (ANNIE-99), 809-814, 1999
Constrained k-means clustering
PS Bradley, KP Bennett, A Demiriz
Microsoft Research, Redmond 20 (0), 0, 2000
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, 395-401, 2000
Regression error characteristic curves
J Bi, KP Bennett
Proceedings of the 20th international conference on machine learning (ICML …, 2003
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
Multicategory discrimination via linear programming
KP Bennett, OL Mangasarian
Optimization methods and Software 3 (1-3), 27-39, 1994
Exploiting unlabeled data in ensemble methods
KP Bennett, A Demiriz, R Maclin
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
A genetic algorithm for database query optimization
KP Bennett, MC Ferris, YE Ioannidis
University of Wisconsin-Madison Department of Computer Sciences, 1991
A pattern search method for model selection of support vector regression
M Momma, KP Bennett
Proceedings of the 2002 SIAM International Conference on Data Mining, 261-274, 2002
Prediction of protein retention times in anion-exchange chromatography systems using support vector regression
M Song, CM Breneman, J Bi, N Sukumar, KP Bennett, S Cramer, N Tugcu
Journal of chemical information and computer sciences 42 (6), 1347-1357, 2002
Combining support vector and mathematical programming methods for induction
K Bennett, OL Mangasarian
Advances in Kernel Methods-SV Learning, 307-326, 1999
Decision tree construction via linear programming
KP Bennett
University of Wisconsin-Madison Department of Computer Sciences, 1992
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