W. Philip Kegelmeyer

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

Combination of multiple classifiers using local accuracy estimates

K. Woods, W. Philip Kegelmeyer, Kevin W. Bowyer · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 953 citations

Computing, Computer Science, Data Science +17

A Comparison of Decision Tree Ensemble Creation Techniques

Robert E. Banfield, Lawrence Hall, Kevin W. Bowyer et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 380 citations

Computing, Computer Science, Data Science +16

Computer-aided mammographic screening for spiculated lesions.

W. Philip Kegelmeyer, J M Pruneda, PHILIP D. BOURLAND et al. · Radiology · 1994 · 278 citations

Medicine, Oncology, Radiology +16

Hellinger distance decision trees are robust and skew-insensitive

David A. Cieslak, T. Ryan Hoens, Nitesh V. Chawla et al. · Data Mining and Knowledge Discovery · 2011 · 252 citations

Computing, Computer Science, Data Mining +8