
Professor Zidong Wang
Professor - Dynamic Systems and Computing
Chen, X., Yang, R., Xue, Y., Song, B. and Wang, Z. (2024) 'TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault diagnosis'. Control Engineering Practice, 146 (May 2024). pp. 1 - 11. ISSN: 0967-0661
Li, W., Wang, Z., Hu, J., Du, J. and Sheng, W. (2024) 'Kernel Adaptive Filtering Over Complex Networks'. IEEE Transactions on Neural Networks and Learning Systems, 35 (3). pp. 4339 - 4346. ISSN: 2162-237X
Song, W., Wang, Z., Li, Z. and Han, QL. (2024) 'Particle-Filter-Based State Estimation for Delayed Artificial Neural Networks: When Probabilistic Saturation Constraints Meet Redundant Channels'. IEEE Transactions on Neural Networks and Learning Systems, 35 (3). pp. 4354 - 4362. ISSN: 2162-237X
Wen, W., Zhang, H., Wang, Z., Gao, X., Wu, P., Lin, J. and et al. (2024) 'Enhanced multi-label cardiology diagnosis with channel-wise recurrent fusion'. Computers in Biology and Medicine, 171. pp. 1 - 10. ISSN: 0010-4825
Zeng, N., Wu, P., Zhang, Y., Li, H., Mao, J. and Wang, Z. (2024) 'DPMSN: A Dual-Pathway Multiscale Network for Image Forgery Detection'. IEEE Transactions on Industrial Informatics, 20 (5). pp. 7665 - 7674. ISSN: 1551-3203
Hu, L., Wang, Z., Li, H., Wu, P., Mao, J. and Zeng, N. (2024) 'ℓ-DARTS: Light-weight differentiable architecture search with robustness enhancement strategy'. Knowledge-Based Systems, 288 (15 March 2024). pp. 1 - 11. ISSN: 0950-7051
Chen, Z., Yang, R., Huang, M., Wang, Z. and Liu, X. (2024) 'Electrode Domain Adaptation Network: Minimizing the Difference Across Electrodes in Single-Source to Single-Target Motor Imagery Classification'. IEEE Transactions on Emerging Topics in Computational Intelligence, 0 (early access). pp. 1 - 15.
C, W., Wang, Z. and H, D. (2024) 'A novel prototype-assisted contrastive adversarial network for weak-shot learning with applications: handling weakly labeled data'. IEEE/ASME Transactions on Mechatronics, 29 (1). pp. 533 - 543. ISSN: 1083-4435
Qi, Z., Ning, Y., Xiao, L., Wang, Z. and He, Y. (2024) 'Efficient Predefined-Time Adaptive Neural Networks for Computing Time-Varying Tensor Moore–Penrose Inverse'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 12. ISSN: 2162-237X
Chen, W., Wang, Z., Hu, J., Han, Q-L. and Liu, G-P. (2024) 'Privacy-Preserving Distributed Economic Dispatch of Microgrids Using Edge-Based Additive Perturbations: An Accelerated Consensus Algorithm'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 0 (early access). pp. 1 - 13. ISSN: 2168-2216
Chen, W., Wang, Z., Ge, Q., Dong, H. and Liu, G-P. (2024) 'Quantized Distributed Economic Dispatch for Microgrids: Paillier Encryption–Decryption Scheme'. IEEE Transactions on Industrial Informatics, 0 (early access). pp. 1 - 11. ISSN: 1551-3203
Qu, B., Wang, Z., Shen, B., Dong, H. and Liu, H. (2024) 'Anomaly-Resistant Decentralized State Estimation Under Minimum Error Entropy With Fiducial Points for Wide-Area Power Systems'. IEEE/CAA Journal of Automatica Sinica, 11 (1). pp. 74 - 87. ISSN: 2329-9266
Xue, Y., Wen, C., Wang, Z., Liu, W. and Chen, G. (2024) 'A novel framework for motor bearing fault diagnosis based on multi-transformation domain and multi-source data'. Knowledge-Based Systems, 283. pp. 1 - 15. ISSN: 0950-7051
Shen, Y., Wang, Z., Dong, H., Liu, H. and Liu, X. (2024) 'Joint State and Unknown Input Estimation for a Class of Artificial Neural Networks With Sensor Resolution: An Encoding–Decoding Mechanism'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 11. ISSN: 2162-237X
Wang, C., Wang, Z., Liu, Q., Dong, H. and Sheng, W. (2024) 'Support-Sample-Assisted Domain Generalization via Attacks and Defenses: Concepts, Algorithms, and Applications to Pipeline Fault Diagnosis'. IEEE Transactions on Industrial Informatics, 0 (early access). pp. 1 - 11. ISSN: 1551-3203
Wang, Y., Wang, Z., Zou, L. and Dong, H. (2024) 'Observer-Based Fuzzy PID Tracking Control under Try-Once-Discard Communication Protocol: An Affine Fuzzy Model Approach'. IEEE Transactions on Fuzzy Systems, 32 (4). pp. 2352 - 2365. ISSN: 1063-6706
Hou, N., Wang, Z., Dong, H., Shen, Y. and Liu, H. (2023) 'Distributed Fault Estimation over Sensor Networks with Randomly Switching Topologies under Binary Encoding Scheme'. IEEE Transactions on Network Science and Engineering, 11 (3). pp. 2715 - 2728.
Fang, J., Wang, Z., Liu, W., Chen, L. and Liu, X. (2023) 'A new particle-swarm-optimization-assisted deep transfer learning framework with applications to outlier detection in additive manufacturing'. Engineering Applications of Artificial Intelligence, 131 (May 2024). pp. 107700 - 107700. ISSN: 0952-1976
Chen, Z., Yang, R., Huang, M., Li, F., Lu, G. and Wang, Z. (2023) 'EEGProgress: A fast and lightweight progressive convolution architecture for EEG classification'. Computers in Biology and Medicine, 169 (February 2024). pp. 1 - 10. ISSN: 0010-4825
Guo, X., Wang, Z., Wu, P., Li, Y., Alsaadi, FE. and Zeng, N. (2023) 'ELTS-Net: An enhanced liver tumor segmentation network with augmented receptive field and global contextual information'. Computers in Biology and Medicine, 169 (February 2024). pp. 1 - 9. ISSN: 0010-4825
Shen, Y., Wang, Z. and Dong, H. (2023) 'Analysis and Synthesis for Networked Multi-Rate Systems'. Boca Raton, FL, USA: CRC Press. ISSN 10: 1-032-61950-3 ISSN 13: 978-1-032-55562-1
Wei, M., Yang, R., Huang, M., Ni, J., Wang, Z. and Liu, X. (2023) 'Sub-Band Cascaded CSP-based Deep Transfer Learning for Cross-Subject Lower Limb Motor Imagery Classification'. IEEE Transactions on Cognitive and Developmental Systems, 0 (early access). pp. 1 - 14. ISSN: 2379-8920
Lei, Z., Wang, Z., Bo, S. and Hongli, D. (2023) 'Encryption-decryption-based state estimation with multi-rate measurements against eavesdroppers: a recursive minimum-variance approach'. IEEE Transactions on Automatic Control, 68 (12). pp. 8111 - 8118. ISSN: 0018-9286
Wang, Y., Wang, Z., Zou, L. and Dong, H. (2023)
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Xiao, L., Cao, P., Wang, Z. and Liu, S. (2023) 'A novel fixed-time error-monitoring neural network for solving dynamic quaternion-valued Sylvester equations'. Neural Networks, 170. pp. 494 - 505. ISSN: 0893-6080
Li, M., Wang, Z., Li, K. and Liao, X. (2023) 'Multiagent-System-Based Attention Mechanism for Predicting Product Popularity: Handling Positive–Negative Diffusion Over Social Networks'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 8. ISSN: 2162-237X
Zhu, K., Wang, Z., Wei, G. and Liu, X. (2023) 'Adaptive Set-Membership State Estimation for Nonlinear Systems Under Bit Rate Allocation Mechanism: A Neural-Network-Based Approach'. IEEE Transactions on Neural Networks and Learning Systems, 34 (11). pp. 833 - 8348. ISSN: 2162-237X
Hou, N., Wang, Z., Shen, Y., Liu, H. and Dong, H. (2023) 'A non-fragile approach to fault estimation for a class of multi-rate systems under binary encoding schemes'. International Journal of Robust and Nonlinear Control, 34 (2). pp. 751 - 772. ISSN: 1049-8923
Chen, W., Wang, Z., Dong, H., Mao, J. and Liu, G-P. (2023) 'Privacy-Preserving Distributed Economic Dispatch of Microgrids Over Directed Networks via State Decomposition: A Fast Consensus Algorithm'. IEEE Transactions on Industrial Informatics, 20 (3). pp. 4092 - 4102. ISSN: 1551-3203
Han, F., Wang, Z., Liu, H., Dong, H. and Lu, G. (2023) 'A Recursive Matrix Inequality Approach to Distributed Filtering Over Binary Sensor Networks: Handling Amplify-and-Forward Relays'. IEEE Transactions on Network Science and Engineering, 11 (1). pp. 1347 - 1362.
J, S., Wang, Z., Y, N., X, Y. and Q-L, H. (2023) 'Co-Design of dissipative deconvolution filter and Round-Robin protocol for networked 2-D digital systems: optimization and application'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53 (10). pp. 6316 - 6328. ISSN: 2168-2216
Wang, S., Wang, Z., Dong, H., Shen, B. and Chen, Y. (2023) 'Quadratic filtering for discrete time-varying non-Gaussian systems under binary encoding schemes'. Automatica, 158. pp. 1 - 12. ISSN: 0005-1098
Liu, Q., Wang, Z., Dong, H. and Jiang, C. (2023) 'Recursive Bayesian Estimation for Discrete-Time Systems With State-Dependent Packet Dropouts: A Cross-Coupled Method'. IEEE Transactions on Automatic Control, 0 (early access). pp. 3705 - 3716. ISSN: 0018-9286
Qin, C., Yang, R., Huang, M., Liu, W. and Wang, Z. (2023) 'Spatial Variation Generation Algorithm for Motor Imagery Data Augmentation: Increasing the Density of Sample Vicinity'. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31. pp. 3675 - 3686. ISSN: 1534-4320
Wu, X., Wen, C., Wang, Z., Liu, W. and Yang, J. (2023) 'A Novel Ensemble-Learning-Based Convolution Neural Network for Handling Imbalanced Data'. Cognitive Computation, 0 (ahead of print). pp. 1 - 14. ISSN: 1866-9956
Zou, L., Wang, Z., Shen, B. and Dong, H. (2023) 'Moving horizon estimation over relay channels: Dealing with packet losses'. Automatica, 155. pp. 111079 - 111079. ISSN: 0005-1098
Wen, C., Wang, Z., Yang, J. and Ma, L. (2023) 'Recursive state estimation for state-saturated systems with two groups of measurements: Handling delayed and degraded sensors'. Information Fusion, 97. pp. 101814 - 101814. ISSN: 1566-2535
Meng, X., Wang, Z., Wang, F. and Chen, Y. (2023) 'Finite-Horizon H∞ State Estimation for Complex Networks With Uncertain Couplings and Packet Losses: Handling Amplify-and-Forward Relays'. IEEE Transactions on Neural Networks and Learning Systems, 35 (12). pp. 17493 - 17503. ISSN: 2162-237X
Song, W., Wang, Z., Li, Z., Han, Q-L. and Yue, D. (2023) 'Maximum Correntropy Filtering for Complex Networks With Uncertain Dynamical Bias: Enabling Componentwise Event-Triggered Transmission'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 14. ISSN: 2162-237X
Wang, Y., Wang, Z., Zou, L., Chen, Y. and Yue, D. (2023) 'Distributed Proportional–Integral Fuzzy State Estimation Over Sensor Networks Under Energy-Constrained Denial-of-Service Attacks'. IEEE Transactions on Cybernetics, 0 (early access). pp. 1 - 14. ISSN: 2168-2267
Zhang, Y., Yang, R., Yue, Y., Lim, EG. and Wang, Z. (2023) 'An Overview of Algorithms for Contactless Cardiac Feature Extraction From Radar Signals: Advances and Challenges'. IEEE Transactions on Instrumentation and Measurement, 72. pp. 1 - 20. ISSN: 0018-9456
Zhao, D., Wang, Z., Liu, S., Han, Q-L. and Wei, G. (2023) 'PID Tracking Control Under Multiple Description Encoding Mechanisms'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 0 (ahead-of-print). pp. 1 - 13. ISSN: 2168-2216
Luo, Y., Wang, Z., Dong, H., Mao, J. and Alsaadi, FE. (2023) 'A novel sequential switching quadratic particle swarm optimization scheme with applications to fast tuning of PID controllers'. Information Sciences, 633. pp. 305 - 320. ISSN: 0020-0255
Qu, B., Wang, Z., Shen, B. and Dong, H. (2023) 'Decentralized dynamic state estimation for multi-machine power systems with non-Gaussian noises: Outlier detection and localization'. Automatica, 153. pp. 1 - 10. ISSN: 0005-1098
Li, H., Wang, Z., Lan, C., Wu, P. and Zeng, N. (2023) 'A Novel Dynamic Multiobjective Optimization Algorithm With Non-Inductive Transfer Learning Based on Multi-Strategy Adaptive Selection'. IEEE Transactions on Neural Networks and Learning Systems, 0 (Early Access). pp. 1 - 15. ISSN: 2162-237X
Xue, Y., Yang, R., Chen, X., Tian, Z. and Wang, Z. (2023) 'A Novel Local Binary Temporal Convolutional Neural Network for Bearing Fault Diagnosis'. IEEE Transactions on Instrumentation and Measurement, 72. pp. 1 - 13. ISSN: 0018-9456
Han, C., Wang, Z., Zhang, H. and Date, P. (2023) 'Stabilization and Optimal Control for Discrete-time Markov Jump Linear System with Multiplicative Noises and Input Delays: A Complete Solution'. IEEE Transactions on Automatic Control, 69 (5). pp. 2839 - 2854. ISSN: 0018-9286
Li, H., Wang, Z., Lan, C., Wu, P. and Zeng, N. (2023) 'A Novel Dynamic Multiobjective Optimization Algorithm With Hierarchical Response System'. IEEE Transactions on Computational Social Systems, 0 (Early Access). pp. 1 - 19. ISSN: 2329-924X
Guijun, M., Wang, Z., Weibo, L., Jingzhong, F., Yong, Z., Han, D. and et al. (2023) 'Estimating the state of health for Lithium-ion batteries: a particle swarm optimization-assisted deep domain adaptation approach'. IEEE/CAA Journal of Automatica Sinica, 10 (7). pp. 1530 - 1543. ISSN: 2329-9266
Xie, T., Wang, Z., Li, H., Wu, P., Huang, H., Zhang, H., et al. (2023) 'Progressive attention integration-based multi-scale efficient network for medical imaging analysis with application to COVID-19 diagnosis'. Computers in Biology and Medicine, 159. pp. 1 - 9. ISSN: 0010-4825
Geng, H., Wang, Z., Hu, J., Han, Q-L. and Cheng, Y. (2023) 'Variance-Constrained Filter Design With Sensor Resolution Under Round-Robin Communication Protocol: An Outlier-Resistant Mechanism'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 0 (ahead of print). pp. 1 - 12. ISSN: 2168-2216