2002
SMOTE: Synthetic Minority Over-sampling Technique
Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall, W. Philip Kegelmeyer
Journal of Artificial Intelligence Research OATop-listed
33k
cites
Lawrence Hall
Faculty
AI in cancer detectionAdvanced Clustering Algorithms ResearchMedical Image Segmentation Techniques
About
Lawrence Hall is a Computer Science scholar at University of South Florida. Research spans AI in cancer detection, Advanced Clustering Algorithms Research, Medical Image Segmentation Techniques. 374 works, 51k citations (h-index 57).
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Ass. Dean of Research, Distinguished University Professor · University of South Florida
Most-cited work
2012
Radiomics: the process and the challenges
Virendra Kumar, Yuhua Gu, Satrajit Basu, Anders Berglund, Steven A. Eschrich, Matthew B. Schabath, Kenneth M. Forster, Hugo J.W.L. Aerts, Andre L.A.J. Dekker, David A. Fenstermacher, Dmitry B. Goldgof, Lawrence Hall, Philippe Lambin, Yoganand Balagurunathan, Robert A. Gatenby, Robert J. Gillies
Magnetic Resonance Imaging OACore
2.3k
cites
2003
SMOTEBoost: Improving Prediction of the Minority Class in Boosting
Nitesh V. Chawla, Aleksandar M Lazarević, Lawrence Hall, Kevin W. Bowyer
Lecture notes in computer scienceCore
1.7k
cites