ComputingComputer ScienceData ScienceData MiningMachine LearningStatistical LearningEnsemble LearningEnsemble MethodsResampling MethodsResampling TechniquesStream ProcessingStreaming AlgorithmsEnsemble SelectionStream MiningStreaming Data MiningStreaming LearningStreaming Machine Learning
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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
Statistical Comparisons of Classifiers over Multiple Data Sets
Janez Demšar · 2006 · 11.2K citations
The class imbalance problem: A systematic study1
Nathalie Japkowicz, Shaju Stephen · Intelligent Data Analysis · 2002 · 3.3K citations
Mining high-speed data streams
Pedro Domingos, Geoff Hulten · 2000 · 2.2K citations · Full text