An intelligent diagnosis framework for roller bearing fault under speed fluctuation condition

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Computing, Data Science, Visualization +13

Deep learning and its applications to machine health monitoring

Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. · Mechanical Systems and Signal Processing · 2018 · 2.6K citations

Computing, Computer Science, Data Science +14

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

Feng Jia, Yaguo Lei, Jing Lin et al. · Mechanical Systems and Signal Processing · 2015 · 1.7K citations

Computing, Computer Science, Mechanical Engineering +17

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

Time-Frequency Reassignment and Synchrosqueezing: An Overview

François Auger, Patrick Flandrin, Yu-Ting Lin et al. · IEEE Signal Processing Magazine · 2013 · 616 citations

Engineering, Electrical Engineering, Time Series Analysis +14