Feng Jia

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

A recurrent neural network based health indicator for remaining useful life prediction of bearings

Liang Guo, Naipeng Li, Feng Jia et al. · Neurocomputing · 2017 · 1.2K citations

Computing, Data Science, Machine Learning +14

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