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Kristin P. Bennett

Observed names: Bennett, Kristin, Bennett, Kristin P, Bennett, Kristin P., K BENNETT, K Bennett, K. Bennett, K. P. Bennett, K.P. Bennett, Kristin Bennett, Kristin P Bennett
Observed institutions: University of Copenhagen, Microsoft (United States), University of Wisconsin System, University of Wisconsin–Madison, Rensselaer Polytechnic Institute, Washington University in St. Louis, Albany College of Pharmacy and Health Sciences, IBM Research - Cambridge (United States), University of Rochester, KU Leuven
ORCID: 0000-0002-8782-105X
Observed ORCID: 0000-0002-8782-105X
OpenAlex ID: A5048876983
Semi-Supervised Support Vector Machines
1998 · Kristin P. Bennett, Ayhan Demiriz · 829
Robust linear programming discrimination of two linearly inseparable sets
1992 · Kristin P. Bennett, O. L. Mangasarian · Optimization methods & software · 777
Support vector machines
2000 · Kristin P. Bennett, Colin Campbell · ACM SIGKDD Explorations Newsletter · 688
Linear Programming Boosting via Column Generation
2002 · Ayhan Demiriz, Kristin P. Bennett, et al. · Machine Learning · 413
Dimensionality Reduction via Sparse Support Vector Machines
2003 · Jinbo Bi, Kristin P. Bennett, et al. · 412
Duality and Geometry in SVM Classifiers
2000 · Kristin P. Bennett, Erin J. Bredensteiner · 344
Multicategory Classification by Support Vector Machines
1999 · Erin J. Bredensteiner, Kristin P. Bennett · Computational Optimization and Applications · 339
Constrained K-Means Clustering
2000 · Kristin P. Bennett, Patricia Bradley, et al. · 333
A support vector machine approach to decision trees
2002 · K.P. Bennett, J.A. Blue · International Joint Conference on Neural Networks (IJCNN) · 235
Regression error characteristic curves
2003 · Jinbo Bi, Kristin P. Bennett · 225
A Linear Programming Approach to Novelty Detection
2000 · Colin Campbell, Kristin P. Bennett · 190
Generation and evaluation of privacy preserving synthetic health data
2020 · Andrew Yale, Saloni Dash, et al. · Neurocomputing · 178
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Exploiting unlabeled data in ensemble methods
2002 · Kristin P. Bennett, Ayhan Demiriz, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 177
Multicategory discrimination via linear programming
1994 · Kristin P. Bennett, O.L. Mangasarian · Optimization methods & software · 168
Prediction of Protein Retention Times in Anion-Exchange Chromatography Systems Using Support Vector Regression
2002 · Minghu Song, Curt M. Breneman, et al. · Journal of Chemical Information and Computer Sciences · 162
A Pattern Search Method for Model Selection of Support Vector Regression
2002 · Michinari Momma, Kristin P. Bennett · SIAM International Conference on Data Mining · 157
The Interplay of Optimization and Machine Learning Research
2006 · Kristin P. Bennett, Emilio Parrado-Hernández · 141
Design of the 2015 ChaLearn AutoML challenge
2015 · Isabelle Guyon, Kristin Bennett, et al. · International Joint Conference on Neural Networks (IJCNN) · 129
Bilinear separation of two sets inn-space
1993 · Kristin P. Bennett, O. L. Mangasarian · Computational Optimization and Applications · 123
A Genetic Algorithm for Database Query Optimization
1991 · Kristin P. Bennett, Michael C. Ferris, et al. · 118
Identifying Mycobacterium tuberculosis complex strain families using spoligotypes
2006 · Inna Vitol, Jeffrey Driscoll, et al. · Infection Genetics and Evolution · 117
Decision Tree Construction Via Linear Programming
1992 · Kristin P. Bennett · Minds at UW (University of Wisconsin) · 115
Epidemiological models of Mycobacterium tuberculosis complex infections
2012 · Cagri Ozcaglar, Amina Shabbeer, et al. · Mathematical Biosciences · 113
Mechanical Strain Enhances Extracellular Matrix-Induced Gene Focusing and Promotes Osteogenic Differentiation of Human Mesenchymal Stem Cells Through an Extracellular-Related Kinase-Dependent Pathway
2007 · Donald F. Ward Jr., Roman M. Salasznyk, et al. · Stem Cells and Development · 111
A geometric approach to support vector regression
2003 · Jinbo Bi, Kristin P. Bennett · Neurocomputing · 106
Works count: 237
Citation count: 10,200
H-index: 49
I10-index: 105
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