Saibo Xing

Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data

Liang Guo, Yaguo Lei, Saibo Xing et al. · IEEE Transactions on Industrial Electronics · 2018 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +16

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

Yaguo Lei, Feng Jia, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +16

An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings

Yaguo Lei, Feng Jia, Saibo Xing · Mechanical Systems and Signal Processing · 2019 · 859 citations

Computing, Computer Science, Systems Engineering +16

Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization

Feng Jia, Yaguo Lei, Na Lü et al. · Mechanical Systems and Signal Processing · 2018 · 580 citations

Computing, Computer Science, Visualization +14

A neural network constructed by deep learning technique and its application to intelligent fault diagnosis of machines

Feng Jia, Yaguo Lei, Liang Guo et al. · Neurocomputing · 2017 · 514 citations

Computing, Computer Engineering, Computer Science +16