Zhe Yang

A Novel Concept Drift Detection Method for Incremental Learning in Nonstationary Environments

Zhe Yang, Sameer Al‐Dahidi, Piero Baraldi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 104 citations

Artificial Intelligence, Incremental Learning, Engineering +20

A novel self-training semi-supervised deep learning approach for machinery fault diagnosis

Jianyu Long, Yibin Chen, Zhe Yang et al. · International Journal of Production Research · 2022 · 93 citations

Artificial Intelligence, Fault Diagnosis, Engineering +17

Random forest-based real-time defect detection of Al alloy in robotic arc welding using optical spectrum

Zhifen Zhang, Zhe Yang, Wenjing Ren et al. · Journal of Manufacturing Processes · 2019 · 92 citations

Pattern Recognition, Optical Spectrum, Al Alloy +2

Discriminative feature learning using a multiscale convolutional capsule network from attitude data for fault diagnosis of industrial robots

Jianyu Long, Yaoxin Qin, Zhe Yang et al. · Mechanical Systems and Signal Processing · 2022 · 78 citations

Fault Diagnosis, Industrial Robots, Machine Vision +14

Extended least squares support vector machine with applications to fault diagnosis of aircraft engine

Yong-Ping Zhao, Wang Jian-jun, Xiaoya Li et al. · ISA Transactions · 2019 · 71 citations

Fault Diagnosis, Reliability Engineering, Engineering +10