Xinyu Yang

Attention-Based LSTM Network for Rotatory Machine Remaining Useful Life Prediction

Hao Zhang, Qiang Zhang, Siyu Shao et al. · IEEE Access · 2020 · 124 citations · Full text

Computing, Computer Science, Industrial Engineering +17

TimeCLR: A self-supervised contrastive learning framework for univariate time series representation

Xinyu Yang, Zhenguo Zhang, Rongyi Cui · Knowledge-Based Systems · 2022 · 99 citations

Computing, Computer Science, Feature Engineering +13

Multisignal VGG19 Network with Transposed Convolution for Rotating Machinery Fault Diagnosis Based on Deep Transfer Learning

Jianye Zhou, Xinyu Yang, Lin Zhang et al. · Shock and Vibration · 2020 · 42 citations · Full text

Computing, Computer Science, Mechanical Engineering +17

A Time Series Data Augmentation Method Based on Dynamic Time Warping

Xinyu Yang, Zhenguo Zhang, Xu Cui et al. · 2021 · 20 citations

Computing, Computer Science, Data Mining +12

Sequential Network with Residual Neural Network for Rotatory Machine Remaining Useful Life Prediction Using Deep Transfer Learning

Hao Zhang, Qiang Zhang, Siyu Shao et al. · Shock and Vibration · 2020 · 14 citations · Full text

Computing, Computer Science, Artificial Intelligence +16