Professor Zidong Wang
Professor - Dynamic Systems and Computing
Wang, Y., Wang, Z., Liu, W., Zeng, N., Lauria, S., Prieto, C., et al. (2024) 'A Novel Depth-Connected Region-Based Convolutional Neural Network for Small Defect Detection in Additive Manufacturing'. Cognitive Computation, 0 (accepted, in press). pp. 1 - 15. ISSN: 1866-9956 Open Access Link
Zhan, Y., Yang, R., Zhang, Y. and Wang, Z. (2024) 'Mitigating Catastrophic Forgetting in Cross-Domain Fault Diagnosis: An Unsupervised Class Incremental Learning Network Approach'. IEEE Transactions on Instrumentation and Measurement, 74. pp. 1 - 14. ISSN: 0018-9456 Open Access Link
Liu, Q., Nie, Y., Wang, Z., Dong, H. and Jiang, C. (2024) 'Binary-Encoding-Based Quantized Kalman Filter: An Approximate MMSE Approach'. IEEE Transactions on Automatic Control, 0 (early access). pp. 1 - 15. ISSN: 0018-9286 Open Access Link
Li, L., Xiao, L., Wang, Z. and Zuo, Q. (2024) 'A survey on zeroing neural dynamics: models, theories, and applications'. International Journal of Systems Science, 0 (ahead of print). pp. 1 - 34. ISSN: 0020-7721 Open Access Link
Lin, H., Lam, J., Wang, Z. and Shu, Z. (2024) 'Performance and stability analysis of interacting multiple model estimator under unobservable packet loss'. ISA Transactions, 0 (in press, corrected proof). pp. 1 - 12. ISSN: 0019-0578 Open Access Link
Guo, Y., Wang, Z., Li, J-Y. and Xu, Y. (2024) 'Pinning Synchronization for Stochastic Complex Networks with Randomly Occurring Nonlinearities: Tackling Bit Rate Constraints and Allocations'. IEEE Transactions on Cybernetics, 54 (12). pp. 7248 - 7260. ISSN: 2168-2267 Open Access Link
Tang, J., Wang, Z., Zhang, H., Li, H., Wu, P. and Zeng, N. (2024) 'A lightweight surface defect detection framework combined with dual-domain attention mechanism'. Expert Systems with Applications, 238 (A). pp. 1 - 1. ISSN: 0957-4174
Wang, Y., Wang, Z., Zou, L., Ge, Q. and Dong, H. (2024) 'Observer-Based Fuzzy PID Control for Nonlinear Systems With Degraded Measurements: Dealing With Randomly Perturbed Sampling Periods'. IEEE Transactions on Fuzzy Systems, 0 (early access). pp. 1 - 15. ISSN: 1063-6706 Open Access Link
Xue, Y., Yang, R., Chen, X., Song, B. and Wang, Z. (2024) 'Separable Convolutional Network-Based Fault Diagnosis for High-Speed Train: A Gossip Strategy-Based Optimization Approach'. IEEE Transactions on Industrial Informatics, 0 (early access). pp. 1 - 10. ISSN: 1551-3203 Open Access Link
Wu, P., Wang, Z., Li, H. and Zeng, N. (2024) 'KD-PAR: A knowledge distillation-based pedestrian attribute recognition model with multi-label mixed feature learning network'. Expert Systems with Applications, 237 (A). pp. 1 - 11. ISSN: 0957-4174
Zhao, M., Wang, Z., Wan, J., Lu, G. and Liu, W. (2024) 'A novel neural network architecture utilizing parametric-logarithmic-modulus-based activation function: Theory, algorithm, and applications'. Knowledge-Based Systems, 303. pp. 1 - 11. ISSN: 0950-7051 Open Access Link
Xue, Y., Yang, R., Chen, X., Liu, W., Wang, Z. and Liu, X. (2024) 'A Review on Transferability Estimation in Deep Transfer Learning'. IEEE Transactions on Artificial Intelligence, 0 (early access). pp. 1 - 21.Open Access Link
Wen, C., Wu, X., Wang, Z., Liu, W. and Yang, J. (2024) 'A novel local feature fusion architecture for wind turbine pitch fault diagnosis with redundant feature screening'. Complex and Intelligent Systems, 10 (6). pp. 8109 - 8125. ISSN: 2199-4536 Open Access Link
Li, H., Wang, Z., Zeng, N., Wu, P. and Li, Y. (2024) 'Promoting Objective Knowledge Transfer: A Cascaded Fuzzy System for Solving Dynamic Multiobjective Optimization Problems'. IEEE Transactions on Fuzzy Systems, 32 (11). pp. 6199 - 6213. ISSN: 1063-6706 Open Access Link
Tan, W., Zhang, H., Wang, Z., Li, H., Gao, X. and Zeng, N. (2024) 'S3T-Net: A novel electroencephalogram signals-oriented emotion recognition model'. Computers in Biology and Medicine, 179. pp. 1 - 9. ISSN: 0010-4825 Open Access Link
Han, F., Wang, Z., Liu, H., Dong, H. and Lu, G. (2024) 'Local Design of Distributed State Estimators for Linear Discrete Time-Varying Systems Over Binary Sensor Networks: A Set-Membership Approach'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54 (9). pp. 5641 - 5654. ISSN: 2168-2216 Open Access Link
W, S., Wang, Z., Z, L., J, W. and Q-L, H. (2024) 'Nonlinear filtering with sample-based approximation under constrained communication: progress, insights and trends'. IEEE/CAA Journal of Automatica Sinica, 11 (7). pp. 1539 - 1556. ISSN: 2329-9266
Guo, Y., Wang, Z., Li, J-Y. and Xu, Y. (2024) 'State Estimation for Markovian Jump Neural Networks Under Probabilistic Bit Flips: Allocating Constrained Bit Rates'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 12. ISSN: 2162-237X
Liu, Q., Wang, Z., Dong, H. and Jiang, C. (2024) 'Distributed Kalman Filtering Under Two-Bitrate Periodic Coding Strategies'. IEEE Transactions on Automatic Control, 0 (early access). pp. 1 - 14. ISSN: 0018-9286 Open Access Link
Wang, S., Wang, Z., Liu, Q., Dong, H. and Liu, H. (2024) 'Quadratic filtering for linear stochastic systems with dynamical bias under amplify-and-forward relays: Dealing with non-Gaussian noises'. Automatica, 167. pp. 111724 - 111724. ISSN: 0005-1098
Zhu, K., Wang, Z., Ding, D., Dong, H-L. and Han, Q-L. (2024) 'Privacy-Preserving Control for 2-D Systems With Guaranteed Probability'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54 (8). pp. 4999 - 5011. ISSN: 2168-2216 Open Access Link
Meng, X., Wang, Z., Wang, F. and Chen, Y. (2024) 'State Estimation for Nonlinear Complex Dynamical Networks with Random Coupling Strengths: A Decode-and-Forward Relay-Based Strategy'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54 (8). pp. 4749 - 4760. ISSN: 2168-2216
Wang, C., Wang, Z., Liu, H., Dong, H. and Lu, G. (2024) 'An Optimal Unsupervised Domain Adaptation Approach With Applications to Pipeline Fault Diagnosis: Balancing Invariance and Variance'. IEEE Transactions on Industrial Informatics, 20 (8). pp. 10019 - 10030. ISSN: 1551-3203
Zhang, Y., Lan, R., Li, X., Fang, J., Ping, Z., Liu, W. and et al. (2024) 'Class Imbalance Wafer Defect Pattern Recognition Based on Shared-Database Decentralized Federated Learning Framework'. IEEE Transactions on Instrumentation and Measurement, 73. pp. 1 - 17. ISSN: 0018-9456 Open Access Link
Zhu, K., Wang, Z., Ding, D., Dong, H. and Xu, C-Z. (2024) 'Secure State Estimation for Artificial Neural Networks With Unknown-But-Bounded Noises: A Homomorphic Encryption Scheme'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 12. ISSN: 2162-237X Open Access Link
Shen, Y., Wang, Z., Dong, H., Liu, H. and Chen, Y. (2024) 'Set-Membership State Estimation for Multirate Nonlinear Complex Networks Under FlexRay Protocols: A Neural-Network-Based Approach'. IEEE Transactions on Neural Networks and Learning Systems, 0 (early access). pp. 1 - 12. ISSN: 2162-237X
Wang, S., Wang, Z., Dong, H., Chen, Y. and Lu, G. (2024) 'Dynamic Event-Triggered Quadratic Nonfragile Filtering for Non-Gaussian Systems: Tackling Multiplicative Noises and Missing Measurements'. IEEE/CAA Journal of Automatica Sinica, 11 (5). pp. 1127 - 1138. ISSN: 2329-9266
Wang, F., Wang, Z., Liang, J., Ge, Q. and Ding, SX. (2024) 'Recursive filtering for two-dimensional systems with amplify-and-forward relays: Handling degraded measurements and dynamic biases'. Information Fusion, 108. pp. 1 - 11. ISSN: 1566-2535
Huang, Y-B., Wang, Z., He, Y. and Wu, M. (2024) 'Recursive State Estimation for Discrete-Time Nonlinear Systems With Binary Sensors: A Locally Minimized Variance Approach'. IEEE Transactions on Automatic Control, 0 (early access). pp. 1 - 8. ISSN: 0018-9286 Open Access Link
Liu, Y., Zeng, J., Jiang, B., Sheng, W., Wang, Z., Xie, L. and et al. (2024) 'Structured collaborative sparse dictionary learning for monitoring of multimode processes'. Information Sciences, 666. pp. 1 - 18. ISSN: 0020-0255
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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
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 Open Access Link
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.
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 Open Access Link
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 Open Access Link