Robert X. Gao

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 learning for smart manufacturing: Methods and applications

Jinjiang Wang, Yulin Ma, Laibin Zhang et al. · Journal of Manufacturing Systems · 2018 · 1.6K citations · Full text

Engineering, Computer Science, Manufacturing Engineering +14

A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests

Dazhong Wu, Connor Jennings, Janis Terpenny et al. · Journal of Manufacturing Science and Engineering · 2017 · 662 citations · Full text

Engineering, Industrial Engineering, Manufacturing Engineering +17

PCA-Based Feature Selection Scheme for Machine Defect Classification

A. Malhi, Robert X. Gao · IEEE Transactions on Instrumentation and Measurement · 2004 · 573 citations

Computing, Computer Science, Industrial Engineering +17

WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis

Tianfu Li, Zhibin Zhao, Chuang Sun et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2021 · 556 citations

Computing, Computer Science, Feature Engineering +16