Chenliang Liu

Learning Deep Multimanifold Structure Feature Representation for Quality Prediction With an Industrial Application

Chenliang Liu, Kai Wang, Yalin Wang et al. · IEEE Transactions on Industrial Informatics · 2021 · 116 citations

Engineering, Machine Learning, Quality Prediction +17

Multiscale Feature Fusion and Semi-Supervised Temporal-Spatial Learning for Performance Monitoring in the Flotation Industrial Process

Yalin Wang, Silong Li, Chenliang Liu et al. · IEEE Transactions on Cybernetics · 2023 · 84 citations

Engineering, Machine Learning, Semi-supervised Temporal-spatial Learning +26

Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial Processes

Diju Liu, Yalin Wang, Chenliang Liu et al. · IEEE Transactions on Industrial Informatics · 2022 · 79 citations

Engineering, Machine Learning, Industrial Engineering +21

Dynamic historical information incorporated attention deep learning model for industrial soft sensor modeling

Yalin Wang, Diju Liu, Chenliang Liu et al. · Advanced Engineering Informatics · 2022 · 68 citations

Engineering, Machine Learning, Data Science +9

Semi-supervised LSTM with historical feature fusion attention for temporal sequence dynamic modeling in industrial processes

Yiyin Tang, Yalin Wang, Chenliang Liu et al. · Engineering Applications of Artificial Intelligence · 2022 · 65 citations

Sequence Modelling, Engineering, Machine Learning +10