Haizhou Chen

Macroscopic–Microscopic Attention in LSTM Networks Based on Fusion Features for Gear Remaining Life Prediction

Yi Qin, Sheng Xiang, Yi Chai et al. · IEEE Transactions on Industrial Electronics · 2019 · 223 citations

Computing, Computer Science, Mechanical Engineering +17

ReLTanh: An activation function with vanishing gradient resistance for SAE-based DNNs and its application to rotating machinery fault diagnosis

Xin Wang, Qin Yi, Yi Wang et al. · Neurocomputing · 2019 · 159 citations

Computing, Computer Science, Computer Vision +16

Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction

Sheng Xiang, Yi Qin, Caichao Zhu et al. · Engineering Applications of Artificial Intelligence · 2020 · 147 citations

Engineering, Mechanical Engineering, Systems Engineering +15

Long-term gear life prediction based on ordered neurons LSTM neural networks

Haoran Yan, Yi Qin, Sheng Xiang et al. · Measurement · 2020 · 129 citations

Computing, Computer Science, Mechanical Engineering +14

Transient Feature Extraction by the Improved Orthogonal Matching Pursuit and K-SVD Algorithm With Adaptive Transient Dictionary

Yi Qin, Jingqiang Zou, Baoping Tang et al. · IEEE Transactions on Industrial Informatics · 2019 · 124 citations

Computing, Electrical Engineering, Electric Machines +16