A Local Adaptive Minority Selection and Oversampling Method for Class-Imbalanced Fault Diagnostics in Industrial Systems - Wu, Zhenyu; Lin, Wenfang; Fu, Binghao; Guo, Juchuan; Ji, Yang; Pecht, Michael (IEEE transactions on reliability, 2020)
Keywords: Algorithms; Class-imbalance learning; Correlation analysis; Correlation coefficients; Fault diagnosis; fault diagnostics; Machine learning; Machine learning algorithms; Mathematical model; Oversampling; Prediction algorithms; Prognostics and health management; prognostics and health management (PHM); Sampling methods; synthetic oversampling; Wind turbines