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Kristin P. Bennett

Papers on DiSC'03


MARK: A Boosting Algorithm for Heterogeneous Kernel Models

Exploiting Unlabeled Data in Ensemble Methods

Publications


Note: Links lead to the DBLP on the Web.

Kristin P. Bennett

14 Kristin P. Bennett, Michinari Momma , Mark J. Embrechts : MARK: a boosting algorithm for heterogeneous kernel models. KDD 2002 : 24-31

13 Kristin P. Bennett, Ayhan Demiriz , Richard Maclin : Exploiting unlabeled data in ensemble methods. KDD 2002 : 289-296

12 Minghu Song , Curt M. Breneman , Jinbo Bi , N. Sukumar , Kristin P. Bennett, Steven Cramer , Nihal Tugcu : Prediction of Protein Retention Times in Anion-Exchange Chromatography Systems Using Support Vector Regression. Journal of Chemical Information and Computer Sciences 42 (6): 1347-1357 (2002)

11 Ayhan Demiriz , Kristin P. Bennett, John Shawe-Taylor : Linear Programming Boosting via Column Generation. Machine Learning 46 (1-3): 225-254 (2002)

10 Gunnar Rätsch , Ayhan Demiriz , Kristin P. Bennett: Sparse Regression Ensembles in Infinite and Finite Hypothesis Spaces. Machine Learning 48 (1-3): 189-218 (2002)

9 Kristin P. Bennett, Erin J. Bredensteiner : Duality and Geometry in SVM Classifiers. ICML 2000 : 57-64

8 Colin Campbell , Kristin P. Bennett: A Linear Programming Approach to Novelty Detection. NIPS 2000 : 395-401

7 Kristin P. Bennett, Nello Cristianini , John Shawe-Taylor , Donghui Wu : Enlarging the Margins in Perceptron Decision Trees. Machine Learning 41 (3): 295-313 (2000)

6 Kristin P. Bennett, Colin Campbell : Support Vector Machines: Hype or Hallelujah? SIGKDD Explorations 2 (2): 1-13 (2000)

5 Donghui Wu , Kristin P. Bennett, Nello Cristianini , John Shawe-Taylor : Large Margin Trees for Induction and Transduction. ICML 1999 : 474-483

4 Kristin P. Bennett, Usama M. Fayyad , Dan Geiger : Density-Based Indexing for Approximate Nearest-Neighbor Queries. KDD 1999 : 233-243

3 Kristin P. Bennett, Ayhan Demiriz : Semi-Supervised Support Vector Machines. NIPS 1998 : 368-374

2 Kristin P. Bennett, Erin J. Bredensteiner : A Parametric Optimization Method for Machine Learning. INFORMS Journal on Computing 9 (3): 311-318 (1997)

1 Kristin P. Bennett, Michael C. Ferris , Yannis E. Ioannidis : A Genetic Algorithm for Database Query Optimization. ICGA 1991 : 400-407




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