Information Sciences · 2021 · 68 citations · 37 references
ComputingComputer ScienceData ScienceData AnalyticsData MiningMachine LearningClassificationData PreprocessingDimensionality ReductionRepresentation LearningResampling MethodsResampling TechniquesClass ImbalanceClass Imbalance LearningImbalanced 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
Clustering by fast search and find of density peaks
Álex Rodríguez, Alessandro Laio · Science · 2014 · 5K citations
Computing, Astronomy, Bioinformatics +13