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W. Philip Kegelmeyer

Papers on DiSC'04


Comparing Pure Parallel Ensemble Creation Techniques Against Bagging

Publications


Note: Links lead to the DBLP on the Web.

W. Philip Kegelmeyer

Lawrence O. Hall , Kevin W. Bowyer , Robert E. Banfield , Divya Bhadoria , W. Philip Kegelmeyer, Steven Eschrich : Comparing Pure Parallel Ensemble Creation Techniques Against Bagging. ICDM 2003 : 533-536

Robert E. Banfield , Lawrence O. Hall , Kevin W. Bowyer , W. Philip Kegelmeyer: A New Ensemble Diversity Measure Applied to Thinning Ensembles. Multiple Classifier Systems 2003 : 306-316

Nitesh V. Chawla , Thomas E. Moore , Lawrence O. Hall , Kevin W. Bowyer , W. Philip Kegelmeyer, Clayton Springer : Distributed learning with bagging-like performance. Pattern Recognition Letters 24 (1-3): 455-471 (2003)

Nitesh V. Chawla , Lawrence O. Hall , Kevin W. Bowyer , Thomas E. Moore , W. Philip Kegelmeyer: Distributed Pasting of Small Votes. Multiple Classifier Systems 2002 : 52-61

Nitesh V. Chawla , Kevin W. Bowyer , Lawrence O. Hall , W. Philip Kegelmeyer: SMOTE: Synthetic Minority Over-sampling Technique. Journal of Artificial Intelligence Research 16 : 321-357 (2002)

Nitesh V. Chawla , Thomas E. Moore , Kevin W. Bowyer , Lawrence O. Hall , Clayton Springer , W. Philip Kegelmeyer: Investigation of bagging-like effects and decision trees versus neural nets in protein secondary structure prediction. BIOKDD 2001 : 50-59

Elizabeth Bradley , Nancy Collins , W. Philip Kegelmeyer: Feature Characterization in Scientific Datasets. IDA 2001 : 1-12

Lawrence O. Hall , Nitesh V. Chawla , Kevin W. Bowyer , W. Philip Kegelmeyer: Learning Rules from Distributed Data. Large-Scale Parallel Data Mining 1999 : 211-220

Kevin Woods , W. Philip Kegelmeyer, Kevin W. Bowyer : Combination of Multiple Classifiers Using Local Accuracy Estimates. IEEE Transactions on Pattern Analysis and Machine Intelligence 19 (4): 405-410 (1997)

Mark C. Allmen , W. Philip Kegelmeyer: The computation of cloud base height from paired whole-sky imaging cameras. Mach. Vis. Appl. 9 (4): 160-165 (1997)

Kevin Woods , Kevin W. Bowyer , W. Philip Kegelmeyer: Combination of Multiple Classifiers Using Local Accuracy Estimates. CVPR 1996 : 391-396

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