Tong Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Industrial Process

Top Venues

IEEE Trans. Cybern.

Neural Comput. Appl.

Publications

Tong Liu, Xulong Wang, Po Yang, Sheng Chen, Chris J. Harris
Unsupervised Transfer Aided Lifelong Regression for Learning New Tasks Without Target Output. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Liqiu Dong, Marta A. Zagorowska, Tong Liu, Alex Durkin, Mehmet Mercangöz
PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information. CoRR (2024)
Zhonglin Zuo, Hao Zhang, Li Ma, Tong Liu, Shan Liang
Leak Detection for Natural Gas Gathering Pipelines Under Multiple Operating Conditions Using RP-1dConvLSTM-AE and Multimodel Decision. IEEE Trans. Ind. Electron. 71 (6) (2024)
Tong Liu, Sheng Chen, Po Yang, Yunpeng Zhu, Mehmet Mercangöz, Chris J. Harris
Lifelong Learning Meets Dynamic Processes: An Emerging Streaming Process Prediction Framework With Delayed Process Output Measurement. IEEE Trans. Control. Syst. Technol. 32 (2) (2024)
Menghui Zhou, Yu Zhang, Tong Liu, Yun Yang, Po Yang
Efficient multi-task learning with adaptive temporal structure for progression prediction. Neural Comput. Appl. 35 (22) (2023)
Menghui Zhou, Yu Zhang, Yun Yang, Tong Liu, Po Yang
Robust Temporal Smoothness in Multi-Task Learning. AAAI (2023)
Tong Liu, Zeyue Tian, Sheng Chen, Kai Wang, Chris J. Harris
Deep Cascade Gradient RBF Networks With Output-Relevant Feature Extraction and Adaptation for Nonlinear and Nonstationary Processes. IEEE Trans. Cybern. 53 (8) (2023)
Yu Zhang, Xulong Wang, Tong Liu, Ruijing Wang, Yang Li, Qing Xue, Po Yang
Sustainable fertilisation management via tensor multi-task learning using multi-dimensional agricultural data. J. Ind. Inf. Integr. 34 (2023)
Tong Liu, Sheng Chen, Kang Li, Shaojun Gan, Chris J. Harris
Adaptive Multioutput Gradient RBF Tracker for Nonlinear and Nonstationary Regression. IEEE Trans. Cybern. 53 (12) (2023)
Xulong Wang, Yu Zhang, Menghui Zhou, Tong Liu, Jun Qi, Po Yang
Spatio-Temporal Similarity Measure based Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI Data. CoRR (2023)
Tong Liu, Sheng Chen, Shan Liang, Shaojun Gan, Chris J. Harris
Multi-Output Selective Ensemble Identification of Nonlinear and Nonstationary Industrial Processes. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Tong Liu, Sheng Chen, Shan Liang, Chris J. Harris
Growing and Pruning Selective Ensemble Regression for Nonlinear and Nonstationary Systems. IEEE Access 8 (2020)
Tong Liu, Sheng Chen, Shan Liang, Chris J. Harris
Selective ensemble of multiple local model learning for nonlinear and nonstationary systems. Neurocomputing 378 (2020)
Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang
Data-Based Online Optimal Temperature Tracking Control in Continuous Microwave Heating System by Adaptive Dynamic Programming. Neural Process. Lett. 51 (1) (2020)
Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang
Integrated CS optimization and OLS for recurrent neural network in modeling microwave thermal process. Neural Comput. Appl. 32 (16) (2020)
Tong Liu, Sheng Chen, Shan Liang, Shaojun Gan, Chris J. Harris
Fast Adaptive Gradient RBF Networks For Online Learning of Nonstationary Time Series. IEEE Trans. Signal Process. 68 (2020)
Qiwu Zhu, Qingyu Xiong, Kai Wang, Wang Lu, Tong Liu
Accurate WiFi-based indoor localization by using fuzzy classifier and mlps ensemble in complex environment. J. Frankl. Inst. 357 (3) (2020)
Tong Liu, Shan Liang, Sheng Chen, Chris J. Harris
A Multiple Local Model Learning for Nonlinear and Time-Varying Microwave Heating Process. IJCNN (2019)
Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang
Two-Stage Method for Diagonal Recurrent Neural Network Identification of a High-Power Continuous Microwave Heating System. Neural Process. Lett. 50 (3) (2019)
Tong Liu, Shan Liang, Jinglu Hu
Expert Control System based Hierarchical Control Strategy for Tunnel Microwave Rice Drying. ECC (2019)
Tong Liu, Shan Liang, Qingyu Xiong, Kai Wang
Adaptive Critic Based Optimal Neurocontrol of a Distributed Microwave Heating System Using Diagonal Recurrent Network. IEEE Access 6 (2018)
Kai Wang, Longkun Ma, Qingyu Xiong, Shan Liang, Guotan Sun, Xing Yu, Zheng Yao, Tong Liu
Learning to Detect Local Overheating of the High-Power Microwave Heating Process With Deep Learning. IEEE Access 6 (2018)
Kai Wang, Youjin Zhao, Qingyu Xiong, Min Fan, Guotan Sun, Longkun Ma, Tong Liu
Research on Healthy Anomaly Detection Model Based on Deep Learning from Multiple Time-Series Physiological Signals. Sci. Program. 2016 (2016)