Rolling bearing fault detection using continuous deep belief network with locally linear embedding. - Haidong Shao; Hongkai Jiang; Li Xingqiu; Tianchen Liang (Comput. Ind., 2018)

Intelligent fault diagnosis of rolling bearing using deep wavelet auto-encoder with extreme learning machine. - Haidong Shao; Hongkai Jiang; Li Xingqiu; Wu Shuaipeng (Knowl. Based Syst., 2018)

A Deep Transfer Nonnegativity-Constraint Sparse Autoencoder for Rolling Bearing Fault Diagnosis With Few Labeled Data. - Li Xingqiu; Hongkai Jiang; Ke Zhao; Ruixin Wang (IEEE Access, 2019)

Rolling bearing fault diagnosis using optimal ensemble deep transfer network. - Li Xingqiu; Hongkai Jiang; Ruixin Wang; Maogui Niu (Knowl. Based Syst., 2021)

Ensemble adaptive convolutional neural networks with parameter transfer for rotating machinery fault diagnosis. - Ke Zhao; Hongkai Jiang; Li Xingqiu; Ruixin Wang (Int. J. Mach. Learn. Cybern., 2021)