Di Zhou

A model fusion strategy for identifying aircraft risk using CNN and Att-BiLSTM

Di Zhou, Xiao Zhuang, Hongfu Zuo et al. · Reliability Engineering & System Safety · 2022 · 60 citations

Convolutional Neural Network, Flight Risk Analysis, Machine Learning +8

A hybrid deep neural network based on multi-time window convolutional bidirectional LSTM for civil aircraft APU hazard identification

Di Zhou, Xiao Zhuang, Hongfu Zuo · Chinese Journal of Aeronautics · 2021 · 40 citations · Full text

Civil Aircraft, Convolutional Neural Network, Deep Neural Networks +10

Deep Learning-Based Approach for Civil Aircraft Hazard Identification and Prediction

Di Zhou, Xiao Zhuang, Hongfu Zuo et al. · IEEE Access · 2020 · 39 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Spatiotemporal multi-graph convolutional networks with synthetic data for traffic volume forecasting

Kun Zhu, Shuai Zhang, Jiu‐sheng Li et al. · Expert Systems with Applications · 2021 · 33 citations

Graph Neural Network, Spatiotemporal Diagnostics, Graph Theory +11

A novel trilinear deep residual network with self-adaptive Dropout method for short-term load forecasting

Qian Chen, Wenyu Zhang, Kun Zhu et al. · Expert Systems with Applications · 2021 · 32 citations

Engineering, Machine Learning, Short-term Load Forecasting +3