Neural Networks · 2019 · 68 citations · 53 references
ComputingComputer ScienceData ScienceData MiningMachine LearningStatistical LearningClassificationData PreprocessingFuzzy LogicRepresentation LearningSupport Vector MachinesClass ImbalanceImbalanced ClassificationSupport Vector Machine Classification
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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
ADASYN: Adaptive synthetic sampling approach for imbalanced learning
Haibo He, Yang Bai, Edwardo A. Garcia et al. · 2008 · 4.4K citations
Support Vector Data Description
David M. J. Tax, Robert P. W. Duin · Machine Learning · 2003 · 3.5K citations · Full text
Addressing the Curse of Imbalanced Training Sets: One-Sided Selection.
Miroslav Kubát, Stan Matwin · 1997 · 2.2K citations
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Peter E. Hart · IEEE Transactions on Information Theory · 1968 · 1.7K citations