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Professor Xiaohui Liu
Professor - Computing

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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.

Journal article

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

Journal article

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

Journal article

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 Open Access Link

Journal article

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, 0 (ahead of print). pp. 1 - 12. ISSN: 2162-237X

Journal article

Liu, Z., Luo, X., Wang, Z. and Liu, X. (2023) 'Constraint-Induced Symmetric Nonnegative Matrix Factorization for Accurate Community Detection'. Information Fusion, 89. pp. 588 - 602. ISSN: 1566-2535

Journal article

Li, M., Wang, Z., Han, Q-L., Taylor, SJE., Li, K., Liao, X. and et al. (2023) 'Influence Maximization in Multiagent Systems by a Graph Embedding Method: Dealing With Probabilistically Unstable Links'. IEEE Transactions on Cybernetics, 0 (ahead of print). pp. 1 - 13. ISSN: 2168-2267 Open Access Link

Journal article

Fang, J., Wang, Z., Liu, W., Lauria, S., Zeng, N., Prieto, C., et al. (2022) 'A New Particle Swarm Optimization Algorithm for Outlier Detection: Industrial Data Clustering in Wire Arc Additive Manufacturing'. IEEE Transactions on Automation Science and Engineering, 0 (ahead of print). pp. 1 - 14. ISSN: 1545-5955 Open Access Link

Journal article

Xue, Y., Li, M. and Liu, X. (2022) 'An effective and efficient evolutionary algorithm for many-objective optimization'. Information Sciences, 617. pp. 211 - 233. ISSN: 0020-0255 Open Access Link

Journal article

Zeng, N., Wang, Z., Liu, W., Zhang, H., Hone, K. and Liu, X. (2022) 'A Dynamic-Neighborhood-Based Switching Particle Swarm Optimization Algorithm'. IEEE Transactions on Cybernetics, 52 (9). pp. 9290 - 9301. ISSN: 2168-2267 Open Access Link

Journal article

Chen, Y., Yang, R., Huang, M., Wang, Z. and Liu, X. (2022) 'Single-Source to Single-Target Cross-Subject Motor Imagery Classification Based on Multisubdomain Adaptation Network'. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30. pp. 1992 - 2002. ISSN: 1534-4320 Open Access Link

Journal article

Tian, Y., Su, D., Lauria, S. and Liu, X. (2022) 'Recent advances on loss functions in deep learning for computer vision'. Neurocomputing, 497. pp. 129 - 158. ISSN: 0925-2312

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Zeng, N., Wu, P., Wang, Z., Li, H., Liu, W. and Liu, X. (2022) 'A Small-Sized Object Detection Oriented Multi-Scale Feature Fusion Approach with Application to Defect Detection'. IEEE Transactions on Instrumentation and Measurement, 71. pp. 1 - 14. ISSN: 0018-9456

Journal article

Sheng, M., Wang, Z., Liu, W., Wang, X., Chen, S. and Liu, X. (2022) 'A particle swarm optimizer with multi-level population sampling and dynamic p-learning mechanisms for large-scale optimization'. Knowledge-Based Systems, 242. pp. 1 - 13. ISSN: 0950-7051 Open Access Link

Journal article

Wang, Y., Liu, W. and Liu, X. (2022) 'Explainable AI techniques with application to NBA gameplay prediction'. Neurocomputing, 483. pp. 59 - 71. ISSN: 0925-2312 Open Access Link

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Tian, L., Wang, Z., Liu, W., Cheng, Y., Alsaadi, FE. and Liu, X. (2021) 'A New GAN-Based Approach to Data Augmentation and Image Segmentation for Crack Detection in Thermal Imaging Tests'. Cognitive Computation, 13 (5). pp. 1263 - 1273. ISSN: 1866-9956 Open Access Link

Journal article

Yue, W., Wang, Z., Zhang, J. and Liu, X. (2021) 'An Overview of Recommendation Techniques and Their Applications in Healthcare'. IEEE/CAA Journal of Automatica Sinica, 8 (4). pp. 701 - 717. ISSN: 2329-9266 Open Access Link

Journal article

Zou, L., Wang, Z., Geng, H. and Liu, X. (2021) 'Set-Membership Filtering Subject to Impulsive Measurement Outliers: A Recursive Algorithm'. IEEE/CAA Journal of Automatica Sinica, 8 (2). pp. 377 - 388. ISSN: 2329-9266 Open Access Link

Journal article

Li, M., Wang, Z., Li, K., Liao, X., Hone, K. and Liu, X. (2021) 'Task Allocation on Layered Multi-Agent Systems: When Evolutionary Many-Objective Optimization Meets Deep Q-Learning'. IEEE Transactions on Evolutionary Computation, 25 (5). pp. 842 - 855. ISSN: 1089-778X Open Access Link

Journal article

Wan, Z., Yang, R., Huang, M., Zeng, N. and Liu, X. (2020) 'A review on transfer learning in EEG signal analysis'. Neurocomputing, 421. pp. 1 - 14. ISSN: 0925-2312

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Zhao, D., Wang, Z., Wei, G. and Liu, X. (2020) 'Nonfragile H∞State Estimation for Recurrent Neural Networks with Time-Varying Delays: On Proportional-Integral Observer Design'. IEEE Transactions on Neural Networks and Learning Systems, 32 (8). pp. 3553 - 3565. ISSN: 2162-237X Open Access Link

Journal article

Liu, W., Wang, Z., Zeng, N., Yuan, Y., Alsaadi, FE. and Liu, X. (2020) 'A novel randomised particle swarm optimizer'. International Journal of Machine Learning and Cybernetics, 12 (2). pp. 529 - 540. ISSN: 1868-8071 Open Access Link

Journal article

Cheng, H., Wang, Z., Wei, Z., Ma, L. and Liu, X. (2020) 'On Adaptive Learning Framework for Deep Weighted Sparse Autoencoder: A Multiobjective Evolutionary Algorithm'. IEEE Transactions on Cybernetics, 52 (5). pp. 3221 - 3231. ISSN: 2168-2267

Journal article

Wang, F., Wang, Z., Liang, J. and Liu, X. (2020) 'Recursive distributed filtering for two-dimensional shift-varying systems over sensor networks under stochastic communication protocols'. Automatica, 115. pp. 108865 - 108865. ISSN: 0005-1098

Journal article

Zeng, N., Li, H., Wang, Z., Liu, W., Liu, S., Alsaadi, FE. and et al. (2020) 'Deep-reinforcement-learning-based images segmentation for quantitative analysis of gold immunochromatographic strip'. Neurocomputing, 425. pp. 173 - 180. ISSN: 0925-2312 Open Access Link

Journal article

Yue, W., Wang, Z., Tian, B., Pook, M. and Liu, X. (2020) 'A Hybrid Model- And Memory-Based Collaborative Filtering Algorithm for Baseline Data Prediction of Friedreich's Ataxia Patients'. IEEE Transactions on Industrial Informatics, 17 (2). pp. 1428 - 1437. ISSN: 1551-3203 Open Access Link

Journal article

Wang, F., Wang, Z., Liang, J. and Liu, X. (2020) 'Event-Triggered Recursive Filtering for Shift-Varying Linear Repetitive Processes'. IEEE Transactions on Cybernetics, 50 (4). pp. 1761 - 1770. ISSN: 2168-2267

Journal article

Wang, F., Wang, Z., Liang, J. and Liu, X. (2020) 'Recursive state estimation for two-dimensional shift-varying systems with random parameter perturbation and dynamical bias'. Automatica, 112. pp. 108658 - 108658. ISSN: 0005-1098

Journal article

Hierons, RM., Li, M., Liu, X., Parejo, JA., Segura, S. and Yao, X. (2020) 'Many-objective test suite generation for software product lines'. ACM Transactions on Software Engineering and Methodology, 29 (1). pp. 1 - 46. ISSN: 1049-331X

Journal article

Rahman, IU., Wang, Z., Liu, W., Ye, B., Zakarya, M. and Liu, X. (2020) 'An N-State Markovian Jumping Particle Swarm Optimization Algorithm'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 51 (11). pp. 6626 - 6638. ISSN: 2168-2216

Journal article

Wang, F., Wang, Z., Liang, J. and Liu, X. (2020) 'Robust Finite-Horizon Filtering for 2-D Systems with Randomly Varying Sensor Delays'. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 50 (1). pp. 220 - 232. ISSN: 2168-2216

Journal article

Dodo, BI., Li, Y., Kaba, D. and Liu, X. (2019) 'Retinal Layer Segmentation in Optical Coherence Tomography Images'. IEEE Access, 7. pp. 152388 - 152398. ISSN: 2169-3536 Open Access Link

Journal article

Liang, J., Wang, F., Wang, Z. and Liu, X. (2019) 'Minimum-variance recursive filtering for two-dimensional systems with degraded measurements: Boundedness and monotonicity'. IEEE Transactions on Automatic Control, 64 (10). pp. 4153 - 4166. ISSN: 0018-9286

Journal article

Xue, Y., Li, M., Shepperd, M., Lauria, S. and Liu, X. (2019) 'A novel aggregation-based dominance for Pareto-based evolutionary algorithms to configure software product lines'. Neurocomputing, 364. pp. 32 - 48. ISSN: 0925-2312 Open Access Link

Journal article

Liu, W., Wang, Z., Yuan, Y., Zeng, N., Hone, K. and Liu, X. (2019) 'A Novel Sigmoid-Function-Based Adaptive Weighted Particle Swarm Optimizer'. IEEE Transactions on Cybernetics, 51 (2). pp. 1085 - 1093. ISSN: 2168-2267 Open Access Link

Journal article

Wang, F., Wang, Z., Liang, J. and Liu, X. (2019) 'Resilient State Estimation for 2-D Time-Varying Systems with Redundant Channels: A Variance-Constrained Approach'. IEEE Transactions on Cybernetics, 49 (7). pp. 2479 - 2489. ISSN: 2168-2267

Journal article

Zeng, N., Wang, Z., Zhang, H., Kim, KE., Li, Y. and Liu, X. (2019) 'An Improved Particle Filter with a Novel Hybrid Proposal Distribution for Quantitative Analysis of Gold Immunochromatographic Strips'. IEEE Transactions on Nanotechnology, 18. pp. 819 - 829. ISSN: 1536-125X

Journal article

Liu, W., Wang, Z., Liu, X., Zeng, N. and Bell, D. (2018) 'A Novel Particle Swarm Optimization Approach for Patient Clustering from Emergency Departments'. IEEE Transactions on Evolutionary Computation, 23 (4). pp. 632 - 644. ISSN: 1089-778X Open Access Link

Journal article

Wang, F., Wang, Z., Liang, J. and Liu, X. (2018) 'Resilient filtering for linear time-varying repetitive processes under uniform quantizations and round-robin protocols'. IEEE Transactions on Circuits and Systems I: Regular Papers, 65 (9). pp. 2992 - 3004. ISSN: 1549-8328

Journal article

Tang, J., Tian, Y., Zhang, P. and Liu, X. (2018) 'Multiview privileged support vector machines'. IEEE Transactions on Neural Networks and Learning Systems, 29 (8). pp. 3463 - 3477. ISSN: 2162-237X

Journal article

Tang, J., Tian, Y., Liu, X., Li, D., Lv, J. and Kou, G. (2018) 'Improved multi-view privileged support vector machine'. Neural Networks, 106. pp. 96 - 109. ISSN: 0893-6080

Journal article

Wan, X., Wang, Z., Wu, M. and Liu, X. (2018) 'State Estimation for Discrete-Time Nonlinear Singularly Perturbed Complex Networks under the Round-Robin Protocol'. IEEE Transactions on Neural Networks and Learning Systems, 30 (2). pp. 415 - 426. ISSN: 2162-237X

Journal article

Wang, F., Liang, J., Wang, Z. and Liu, X. (2018) 'A Variance-Constrained Approach to Recursive Filtering for Nonlinear 2-D Systems with Measurement Degradations'. IEEE Transactions on Cybernetics, 48 (6). pp. 1877 - 1887. ISSN: 2168-2267

Journal article

Wan, X., Wang, Z., Wu, M. and Liu, X. (2018) 'State Estimation for Discrete Time-Delayed Genetic Regulatory Networks With Stochastic Noises Under the Round-Robin Protocols'. IEEE Transactions on Nanobioscience, 17 (2). pp. 145 - 154. ISSN: 1536-1241

Journal article

Hu, L., Wang, Z., Han, Q-L. and Liu, X. (2017) 'State estimation under false data injection attacks: Security analysis and system protection'. Automatica, 87. pp. 176 - 183. ISSN: 0005-1098 Open Access Link

Journal article

Ferdous, MM., Bao, Y., Vinciotti, V., Liu, X. and Wilson, P. (2017) 'Predicting gene expression from genome wide protein binding profiles'. Neurocomputing, 275. pp. 1490 - 1499. ISSN: 0925-2312 Open Access Link

Journal article

Liu, H., Wang, Z., Shen, B. and Liu, X. (2017) 'Event-Triggered H∞ state estimation for delayed stochastic memristive neural networks with missing measurements: The discrete time case'. IEEE Transactions on Neural Networks and Learning Systems, 29 (8). pp. 3726 - 3737. ISSN: 2162-237X Open Access Link

Journal article

Liu, W., Wang, Z., Liu, X., Zeng, N., Liu, Y. and Alsaadi, FE. (2017) 'A survey of deep neural network architectures and their applications'. Neurocomputing, 234. pp. 11 - 26. ISSN: 0925-2312 Open Access Link

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Li, M., Grosan, C., Yang, S., Liu, X. and Yao, X. (2017) 'Multi-Line Distance Minimization: A Visualized Many-Objective Test Problem Suite'. IEEE Transactions on Evolutionary Computation, 22 (1). pp. 61 - 78. ISSN: 1089-778X Open Access Link

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Hu, L., Wang, Z. and Liu, X. (2016) 'Dynamic State Estimation of Power Systems with Quantization Effects: A Recursive Filter Approach'. IEEE Transactions on Neural Networks and Learning Systems, 27 (8). pp. 1604 - 1614. ISSN: 2162-237X

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