ComputingComputer ScienceData ScienceData MiningMachine LearningTime Series AnalysisClassificationEnsemble LearningEnsemble MethodsRepresentation LearningStreaming AlgorithmsTime Series ClassificationData StreamingImbalanced ClassificationStreaming 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
Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations
Mining high-speed data streams
Pedro Domingos, Geoff Hulten · 2000 · 2.2K citations · Full text
Mining time-changing data streams
Geoff Hulten, Laurie Spencer, Pedro Domingos · 2001 · 1.8K citations
Learning from Time-Changing Data with Adaptive Windowing
Albert Bifet, Ricard Gavaldà · 2007 · 1.7K citations