Chenliang Liu - researchr alias

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Viewing Publication 1 - 24 from 24

2024

Multiscale Feature Fusion and Semi-Supervised Temporal-Spatial Learning for Performance Monitoring in the Flotation Industrial ProcessYalin Wang 0003, Silong Li, Chenliang Liu, Kai Wang 0024, Xiaofeng Yuan, Chunhua Yang 0001, Weihua Gui 0001. tcyb, 54(2):974-987, February 2024. [doi]

Interpretable Prediction Modeling for Froth Flotation via Stacked Graph Convolutional NetworkYalin Wang 0003, Qingkai Sui, Chenliang Liu, Kai Wang 0024, Xiaofeng Yuan, Guangfeng Dong. tai, 5(1):334-345, January 2024. [doi]

Genetic Algorithm Driven by Translational Mutation Operator for the Scheduling Optimization in the Steelmaking-Continuous Casting ProductionLin Guan, Yalin Wang 0003, Xujie Tan, Chenliang Liu. iip 2024: 303-316 [doi]

Multirate-Former: An Efficient Transformer-Based Hierarchical Network for Multistep Prediction of Multirate Industrial ProcessesDiju Liu, Yalin Wang 0003, Chenliang Liu, Xiaofeng Yuan, Chunhua Yang 0001. tim, 73:1-13, 2024. [doi]

Multimodal Data-Driven Reinforcement Learning for Operational Decision-Making in Industrial ProcessesChenliang Liu, Yalin Wang 0003, Chunhua Yang 0001, Weihua Gui 0001. ieeejas, 11(1):252-254, January 2024. [doi]

2023

Domain adaptation for few-sample nonlinear process monitoring with deep networksYalin Wang 0003, Hansheng Wu, Chenliang Liu, Kai Wang 0024, Xiaofeng Yuan. isci, 629:456-470, June 2023. [doi]

Revolutionizing Flotation Process Working Condition Identification Based on Froth AudioYalin Wang 0003, Chenliang Liu, Hansheng Wu, Qingkai Sui, Chunhua Yang 0001, Weihua Gui 0001. tim, 72:1-12, 2023. [doi]

Domain adaptation for few-sample nonlinear process monitoring with deep networksYalin Wang 0003, Hansheng Wu, Chenliang Liu, Kai Wang 0024, Xiaofeng Yuan. isci, 629:456-470, June 2023. [doi]

Semi-supervised deep embedded clustering with pairwise constraints and subset allocationYalin Wang 0003, Jiangfeng Zou, Kai Wang 0024, Chenliang Liu, Xiaofeng Yuan. NN, 164:310-322, July 2023. [doi]

Reinforcement Learning-based Operational Decision-Making in the Process Industry Using Multi-View DataChenliang Liu, Yalin Wang 0003, Chunhua Yang 0001, Weihua Gui 0001. cdc 2023: 3646-3651 [doi]

Promoting Decision-Making in Industrial Flotation Process by Collaborating Multiple Flotation CellsChenliang Liu, Yalin Wang, Yijing Fang, Kai Wang. iecon 2023: 1-6 [doi]

Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial ProcessesDiju Liu, Yalin Wang 0003, Chenliang Liu, Xiaofeng Yuan, Chunhua Yang 0001, Weihua Gui 0001. tii, 19(9):9325-9336, 2023. [doi]

Communication and Self-Learning Strategies Incorporated State Transition Algorithm for Optimization of Complex SystemsXujie Tan, Yalin Wang 0003, Chenliang Liu, Xiaofeng Yuan, Kai Wang 0024. caasafeproc 2023: 1-6 [doi]

Semi-supervised LSTM with historical feature fusion attention for temporal sequence dynamic modeling in industrial processesYiyin Tang, Yalin Wang 0003, Chenliang Liu, Xiaofeng Yuan, Kai Wang 0024, Chunhua Yang 0001. eaai, 117(Part):105547, 2023. [doi]

Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG DatasetYuanyuan Tian, Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Mengxiao Wang, Liqun Zhao, Xiaoxue Yang, Chenliang Liu. fsdm 2023: 905-911 [doi]

2022

Dynamic historical information incorporated attention deep learning model for industrial soft sensor modelingYalin Wang 0003, Diju Liu, Chenliang Liu, Xiaofeng Yuan, Kai Wang 0024, Chunhua Yang 0001. aei, 52:101590, 2022. [doi]

Layer-Wise Residual-Guided Feature Learning With Deep Learning Networks for Industrial Quality PredictionYalin Wang 0003, Jiang Luo, Chenliang Liu, Xiaofeng Yuan, Kai Wang 0024, Chunhua Yang 0001. tim, 71:1-11, 2022. [doi]

A multi-source transfer learning method for new mode monitoring in industrial processesKai Wang 0024, Wenxuan Zhou, Chenliang Liu, Xiaofeng Yuan, Yalin Wang 0003. codit 2022: 124-129 [doi]

A reduced nonstationary discrete convolution kernel for multimode process monitoringKai Wang 0024, Caoyin Yan, Xiaofeng Yuan, Yalin Wang 0003, Chenliang Liu. mlc, 13(12):3711-3725, 2022. [doi]

Learning Deep Multimanifold Structure Feature Representation for Quality Prediction With an Industrial ApplicationChenliang Liu, Kai Wang 0024, Yalin Wang 0003, Xiaofeng Yuan. tii, 18(9):5849-5858, 2022. [doi]

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