Information Sciences · 2023 · 54 citations · 35 references
ComputingData ScienceFinanceMachine LearningPredictive AnalyticsStatistical LearningCredit AnalysisCredit RatingsCredit RiskCredit Risk AssessmentEnsemble LearningEnsemble MethodsCredit Risk AnalyticsCredit Risk EstimationDefault PredictionDefault Risk PredictionLoan Default Prediction
35
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
Estimating the Support of a High-Dimensional Distribution
Bernhard Schölkopf, John Platt, John Shawe‐Taylor et al. · Neural Computation · 2001 · 5.9K citations
A survey on addressing high-class imbalance in big data
Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder et al. · Journal Of Big Data · 2018 · 755 citations · Full text