Kristin P. Bennett
Kristin P. Bennett
Professor of Mathematical Sciences, Renssealer Polytechnic Institute
Verifierad e-postadress på rpi.edu - Startsida
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Semi-supervised support vector machines
K Bennett, A Demiriz
Advances in Neural Information processing systems, 368-374, 1999
11181999
Robust linear programming discrimination of two linearly inseparable sets
KP Bennett, OL Mangasarian
Optimization methods and software 1 (1), 23-34, 1992
10251992
Support vector machines: hype or hallelujah?
KP Bennett, C Campbell
ACM SIGKDD explorations newsletter 2 (2), 1-13, 2000
9782000
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
5752003
Linear programming boosting via column generation
A Demiriz, KP Bennett, J Shawe-Taylor
Machine Learning 46 (1), 225-254, 2002
5342002
Duality and geometry in SVM classifiers
KP Bennett, EJ Bredensteiner
ICML 2000, 57-64, 2000
5012000
Multicategory classification by support vector machines
EJ Bredensteiner, KP Bennett
Computational Optimization, 53-79, 1999
4891999
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
4392006
Semi-supervised clustering using genetic algorithms
A Demiriz, KP Bennett, MJ Embrechts
Artificial neural networks in engineering (ANNIE-99), 809-814, 1999
4251999
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
3642006
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
3332006
Constrained k-means clustering
PS Bradley, KP Bennett, A Demiriz
Microsoft Research, Redmond 20 (0), 0, 2000
3152000
A support vector machine approach to decision trees
KP Bennett, JA Blue
1998 IEEE International Joint Conference on Neural Networks Proceedings …, 1998
3021998
A linear programming approach to novelty detection
C Campbell, KP Bennett
Advances in neural information processing systems, 395-401, 2001
2862001
Regression error characteristic curves
J Bi, KP Bennett
Proceedings of the 20th international conference on machine learning (ICML …, 2003
2712003
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
2332001
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
2302006
Multicategory discrimination via linear programming
KP Bennett, OL Mangasarian
Optimization methods and Software 3 (1-3), 27-39, 1994
2281994
Exploiting unlabeled data in ensemble methods
KP Bennett, A Demiriz, R Maclin
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
2252002
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
2072002
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Artiklar 1–20