A method of automatic feature extraction from massive vibration signals of machines. - Feng Jia; Yaguo Lei; Saibo Xing; Jing Lin 001 (I2MTC, 2016)

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data. - Yaguo Lei; Feng Jia; Jing Lin 001; Saibo Xing; Steven X. Ding (IEEE Trans. Ind. Electron., 2016)

A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines. - Feng Jia; Yaguo Lei; Liang Guo 001; Jing Lin 001; Saibo Xing (Neurocomputing, 2018)

Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data. - Liang Guo 001; Yaguo Lei; Saibo Xing; Tao Yan 004; Naipeng Li (IEEE Trans. Ind. Electron., 2019)

Distribution-Invariant Deep Belief Network for Intelligent Fault Diagnosis of Machines Under New Working Conditions. - Saibo Xing; Yaguo Lei; Shuhui Wang; Feng Jia (IEEE Trans. Ind. Electron., 2021)

Adaptive Knowledge Transfer by Continual Weighted Updating of Filter Kernels for Few-Shot Fault Diagnosis of Machines. - Saibo Xing; Yaguo Lei; Bin Yang 014; Na Lu (IEEE Trans. Ind. Electron., 2022)