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SMOTE-RkNN: A hybrid re-sampling method based on SMOTE and reverse k-nearest neighbors

Aimin Zhang, Hualong Yu, Zhangjun Huan, Xibei Yang, Shang Zheng, Shang Gao

2022Information Sciences107 citationsDOI

Topics & Concepts

UndersamplingOversamplingComputer scienceBenchmark (surveying)Noise (video)Artificial intelligenceClass (philosophy)Data miningMachine learningAlgorithmComputer networkGeodesyGeographyBandwidth (computing)Image (mathematics)Imbalanced Data Classification TechniquesElectricity Theft Detection TechniquesFinancial Distress and Bankruptcy Prediction
SMOTE-RkNN: A hybrid re-sampling method based on SMOTE and reverse k-nearest neighbors | Litcius