Semi-supervised support vector machines K Bennett, A Demiriz Advances in Neural Information processing systems 11, 1998 | 1222 | 1998 |
Robust linear programming discrimination of two linearly inseparable sets KP Bennett, OL Mangasarian Optimization methods and software 1 (1), 23-34, 1992 | 1105 | 1992 |
Support vector machines: hype or hallelujah? KP Bennett, C Campbell ACM SIGKDD explorations newsletter 2 (2), 1-13, 2000 | 1096 | 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 | 613 | 2003 |
Linear programming boosting via column generation A Demiriz, KP Bennett, J Shawe-Taylor Machine Learning 46, 225-254, 2002 | 563 | 2002 |
Duality and geometry in SVM classifiers KP Bennett, EJ Bredensteiner ICML 2000, 57-64, 2000 | 546 | 2000 |
Multicategory classification by support vector machines EJ Bredensteiner, KP Bennett Computational Optimization and Applications 12, 53-79, 1999 | 522 | 1999 |
Constrained k-means clustering PS Bradley, KP Bennett, A Demiriz Microsoft Research, Redmond 20 (0), 0, 2000 | 479 | 2000 |
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 | 478 | 2006 |
Semi-supervised clustering using genetic algorithms A Demiriz, KP Bennett, MJ Embrechts Artificial neural networks in engineering (ANNIE-99), 809-814, 1999 | 441 | 1999 |
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 | 377 | 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 | 368 | 2006 |
A support vector machine approach to decision trees KP Bennett, JA Blue 1998 IEEE International Joint Conference on Neural Networks Proceedings …, 1998 | 337 | 1998 |
Regression error characteristic curves J Bi, KP Bennett Proceedings of the 20th international conference on machine learning (ICML …, 2003 | 332 | 2003 |
A linear programming approach to novelty detection C Campbell, K Bennett Advances in neural information processing systems 13, 2000 | 293 | 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 | 254 | 2001 |
Exploiting unlabeled data in ensemble methods KP Bennett, A Demiriz, R Maclin Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002 | 243 | 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 | 235 | 2006 |
Multicategory discrimination via linear programming KP Bennett, OL Mangasarian Optimization methods and Software 3 (1-3), 27-39, 1994 | 235 | 1994 |
Fast string kernels using inexact matching for protein sequences. C Leslie, R Kuang, K Bennett Journal of Machine Learning Research 5 (9), 2004 | 213 | 2004 |