Information Fusion · 2019 · 350 citations · 51 references
ComputingData ScienceFinanceData MiningMachine LearningPredictive AnalyticsClassificationEnsemble LearningEnsemble MethodsFinancial DistressFinancial RiskSupport Vector MachinesAdaboostClass ImbalanceClass Imbalance LearningImbalanced ClassificationTime Weighting
51
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
Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations
Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.7K citations