Skip to Content
Skip to main content
e

Professor Xiaohui Liu
Professor - Computing

Filter

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 | Cite

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 | Cite

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

Journal article | Open Access Link | Cite

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

Journal article | Open Access Link | Cite

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

Journal article | Open Access Link | Cite

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

Journal article | Open Access Link | Cite

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

Journal article | Open Access Link | Cite

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

Journal article | Cite

Chen, D., Tian, Y. and Liu, X. (2016) 'Structural nonparallel support vector machine for pattern recognition'. Pattern Recognition, 60. pp. 296 - 305. ISSN: 0031-3203

Journal article | Cite

Zhu, Z., Zhang, G., Li, M. and Liu, X. (2016) 'Evolutionary Multi-Objective Workflow Scheduling in Cloud'. IEEE Transactions on Parallel and Distributed Systems, 27 (5). pp. 1344 - 1357. ISSN: 1045-9219

Journal article | Open Access Link | Cite

Hierons, RM., Li, M., Liu, X., Segura, S. and Zheng, W. (2016) 'SIP: Optimal Product Selection from Feature Models using Many-Objective Evolutionary Optimisation'. ACM Transactions on Software Engineering and Methodology, 25 (2). pp. 1 - 39. ISSN: 1557-7392

Journal article | Open Access Link | Cite

Zheng, W., Hierons, RM., Li, M., Liu, X. and Vinciotti, V. (2016) 'Multi-Objective Optimisation for Regression Testing'. Information Sciences, 334-335. pp. 1 - 16. ISSN: 1872-6291

Journal article | Open Access Link | Cite

Xie, J., Gao, H., Xie, W., Liu, X. and Grant, PW. (2016) 'Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors'. Information Sciences, 354. pp. 19 - 40. ISSN: 0020-0255

Journal article | Cite

Zou, L., Wang, Z., Gao, H. and Liu, X. (2016) 'State Estimation for Discrete-Time Dynamical Networks with Time-Varying Delays and Stochastic Disturbances under the Round-Robin Protocol'. IEEE Transactions on Neural Networks and Learning Systems, 28 (5). pp. 1139 - 1151. ISSN: 2162-237X

Journal article | Cite

Hu, L., Wang, Z., Rahman, I. and Liu, X. (2016) 'A Constrained Optimization Approach to Dynamic State Estimation for Power Systems Including PMU and Missing Measurements'. IEEE Transactions on Control Systems Technology, 24 (2). pp. 703 - 710. ISSN: 1063-6536

Journal article | Open Access Link | Cite

Tarhini, A., Hone, K., Liu, X. and Tarhini, T. (2016) 'Examining the moderating effect of individual-level cultural values on users’ acceptance of E-learning in developing countries: a structural equation modeling of an extended technology acceptance model'. Interactive Learning Environments, 25 (3). pp. 306 - 328. ISSN: 1049-4820

Journal article | Open Access Link | Cite

Li, M., Yang, S. and Liu, X. (2015) 'Pareto or Non-Pareto: Bi-Criterion Evolution in Multi-Objective Optimization'. IEEE Transactions on Evolutionary Computation, 20 (5). pp. 645 - 65. ISSN: 1089-778X

Journal article | Open Access Link | Cite

Cai, C., Wang, Z., Wang, Z., Xu, J., Liu, X., Liu, X. and et al. (2015) 'An Integrated Approach to Global Synchronization and State Estimation for Nonlinear Singularly Perturbed Complex Networks'. IEEE Transactions on Cybernetics, 45 (8). pp. 1597 - 1609. ISSN: 2168-2267

Journal article | Open Access Link | Cite

Li, M., Yang, S. and Liu, X. (2015) 'Bi-goal evolution for many-objective optimization problems'. Artificial Intelligence, 228. pp. 45 - 65. ISSN: 0004-3702

Journal article | Open Access Link | Cite

Kaba, D., Wang, Y., Wang, C., Liu, X., Zhu, H., Salazar-Gonzalez, AG. and et al. (2015) 'Retina layer segmentation using kernel graph cuts and continuous max-flow'. Optics Express, 23 (6). pp. 7366 - 7384. ISSN: 1094-4087

Journal article | Open Access Link | Cite

Zou, L., Wang, Z., Gao, H. and Liu, X. (2015) 'Event-triggered state estimation for complex networks with mixed time delays via sampled data information: The continuous-time case'. IEEE Transactions on Cybernetics, 45 (12). pp. 2804 - 2815. ISSN: 2168-2267

Journal article | Cite

Tarhini, A., Hone, K. and Liu, X. (2014) 'The effects of individual differences on e-learning users' behaviour in developing countries: A structural equation model'. Computers in Human Behavior, 41. pp. 153 - 163. ISSN: 0747-5632

Journal article | Open Access Link | Cite

Li, M., Yang, S. and Liu, X. (2014) 'Diversity comparison of Pareto front approximations in many-objective optimization'. IEEE Transactions on Cybernetics, 44 (12). pp. 2568 - 2584. ISSN: 2168-2267

Journal article | Open Access Link | Cite

Salazar-Gonzalez, A., Kaba, D., Li, Y. and Liu, X. (2014) 'Segmentation of the blood vessels and optic disk in retinal images'. IEEE Journal of Biomedical and Health Informatics, 18 (6). pp. 1874 - 1886. ISSN: 2168-2194

Journal article | Open Access Link | Cite

Tian, Y., Qi, Z., Ju, X., Shi, Y. and Liu, X. (2014) 'Nonparallel support vector machines for pattern classification'. IEEE Transactions on Cybernetics, 44 (7). pp. 1067 - 1079. ISSN: 2168-2267

Journal article | Open Access Link | Cite

Li, M., Yang, S. and Liu, X. (2014) 'Shift-based density estimation for pareto-based algorithms in many-objective optimization'. IEEE Transactions on Evolutionary Computation, 18 (3). pp. 348 - 365. ISSN: 1089-778X

Journal article | Open Access Link | Cite

Tarhini, A., Hone, KS. and Liu, X. (2014) 'A cross-cultural examination of the impact of social, organisational and individual factors on educational technology acceptance between British and Lebanese university students'. British Journal of Educational Technology, 46 (4). pp. 739 - 755. ISSN: 1467-8535

Journal article | Open Access Link | Cite

Zeng, N., Wang, Z., Zineddin, B., Li, Y., Du, M., Xiao, L., et al. (2014) 'Image-based quantitative analysis of gold immunochromatographic strip via cellular neural network approach'. IEEE Transactions on Medical Imaging, 33 (5). pp. 1129 - 1136. ISSN: 0278-0062

Journal article | Open Access Link | Cite

Li, M., Yang, S. and Liu, X. (2014) 'A test problem for visual investigation of high-dimensional multi-objective search'.2014 IEEE Congress on Evolutionary Computation (CEC). Beijing, PEOPLES R CHINA. 1 - 11 July. IEEE. pp. 2140 - 2147.

Conference paper | Open Access Link | Cite

Li, M., Yang, S., Zheng, J. and Liu, X. (2014) 'ETEA: A Euclidean minimum spanning tree-based evolutionary algorithm for multi-objective optimization'. Evolutionary Computation, 22 (2). pp. 189 - 230. ISSN: 1063-6560

Journal article | Open Access Link | Cite

Li, M., Yang, S., Li, K. and Liu, X. (2014) 'Evolutionary algorithms with segment-based search for multiobjective optimization problems'. IEEE Transactions on Cybernetics, 44 (8). pp. 1295 - 1313. ISSN: 2168-2267

Journal article | Cite

Louvieris, P., Clewley, N. and Liu, X. (2013) 'Effects-based feature identification for network intrusion detection'. Neurocomputing, 121. pp. 265 - 273. ISSN: 0925-2312

Journal article | Cite

Zeng, N., Wang, Z., Li, Y., Du, M., Cao, J. and Liu, X. (2013) 'Time series modeling of nano-gold immunochromatographic assay via expectation maximization algorithm'. IEEE Transactions on Biomedical Engineering, 60 (12). pp. 3418 - 3424. ISSN: 0018-9294

Journal article | Cite

Wang, Z., Zineddin, B., Liang, J., Zeng, N., Li, Y., Du, M., et al. (2013) 'A novel neural network approach to cDNA microarray image segmentation'. Comput Methods Programs Biomed, 111 (1). pp. 189 - 198. ISSN: 0169-2607

Journal article | Open Access Link | Cite

Wang, Z., Zineddin, B., Liang, J., Zeng, N., Li, Y., Du, M., et al. (2013) 'A novel neural network approach to cDNA microarray image segmentation'. Computer Methods and Programs in Biomedicine, 111 (1). pp. 189 - 198. ISSN: 0169-2607

Journal article | Cite

Wang, Z., Wu, H., Liang, J., Cao, J. and Liu, X. (2013) 'On modeling and state estimation for genetic regulatory networks with polytopic uncertainties'. IEEE Transactions on Nanobioscience, 12 (1). pp. 13 - 20. ISSN: 1536-1241

Journal article | Cite

Liu, Y., Wang, Z., Liang, J. and Liu, X. (2013) 'Synchronization of coupled neutral-type neural networks with jumping-mode-dependent discrete and unbounded distributed delays'. IEEE Transactions on Cybernetics, 43 (1). pp. 102 - 114. ISSN: 2168-2267

Journal article | Open Access Link | Cite

Yang, S., Li, M., Liu, X. and Zheng, J. (2013) 'A Grid-Based Evolutionary Algorithm for Many-Objective Optimization'. IEEE Transactions on Evolutionary Computation, 17 (5). pp. 721 - 736. ISSN: 1089-778X

Journal article | Cite

Haddi, E., Liu, X. and Shi, Y. (2013) 'The role of text pre-processing in sentiment analysis'.1st International Conference on Information Technology and Quantitative Management (ITQM). Suzhou, PEOPLES R CHINA. Elsevier BV. pp. 26 - 32. ISSN: 1877-0509

Conference paper | Open Access Link | Cite

Wang, Z., Eatock, J., McClean, S., Liu, D., Liu, X. and Young, T. (2013) 'Modeling throughput of emergency departments via time series: An expectation maximization algorithm'. ACM Transactions on Management Information Systems, 4 (4). pp. 1 - 16. ISSN: 2158-656X

Journal article | Cite

Tarhini, A., Hone, K. and Liu, X. (2013) 'User acceptance towards web-based learning systems: Investigating the role of social, organizational and individual factors in european higher education'. Procedia Computer Science, 17. pp. 189 - 197. ISSN: 1877-0509

Journal article | Open Access Link | Cite

Louvieris, P., Clewley, N. and Liu, X. (2013) 'Effects-based feature identification for network intrusion detection'. Neurocomputing. ISSN: 0925-2312

Journal article | Cite

Liang, J., Wang, Z., Shen, B. and Liu, X. (2012) 'Distributed state estimation in sensor networks with randomly occurring nonlinearities subject to time delays'. ACM Transactions on Sensor Networks, 9 (1). pp. 1 - 18. ISSN: 1550-4859

Journal article | Open Access Link | Cite

Shen, B., Wang, Z. and Liu, X. (2012) 'Sampled-data synchronization control of dynamical networks with stochastic sampling'. IEEE Transactions on Automatic Control, 57 (10). pp. 2644 - 2650. ISSN: 0018-9286

Journal article | Open Access Link | Cite

Liang, J., Wang, Z., Liu, X. and Louvieris, P. (2012) 'Robust synchronization for 2-D discrete-time coupled dynamical networks'. IEEE Transactions on Neural Networks and Learning Systems, 23 (6). pp. 942 - 953. ISSN: 2162-237X

Journal article | Open Access Link | Cite

Wei, CH., Chen, SY. and Liu, X. (2012) 'Mammogram retrieval on similar mass lesions'. Computer Methods and Programs in Biomedicine, 106 (3). pp. 234 - 248. ISSN: 0169-2607

Journal article | Cite

Zeng, N., Wang, Z., Li, Y., Du, M. and Liu, X. (2012) 'A hybrid EKF and switching PSO algorithm for joint state and parameter estimation of lateral flow immunoassay models'. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9 (2). pp. 321 - 329. ISSN: 1545-5963

Journal article | Open Access Link | Cite

Zeng, N., Wang, Z., Li, Y., Du, M. and Liu, X. (2012) 'Identification of nonlinear lateral flow immunoassay state-space models via particle filter approach'. Nanotechnology, IEEE Transactions on, 11 (2). pp. 321 - 327. ISSN: 1536-125X

Journal article | Open Access Link | Cite

Wang, Z., Shen, B. and Liu, X. (2012) 'H-infinity filtering with randomly occurring sensor saturations and missing measurements'. Automatica, 48 (3). pp. 556 - 562. ISSN: 0005-1098

Journal article | Open Access Link | Cite

Zeng, N., Wang, Z., Li, Y., Du, M. and Liu, X. (2012) 'A hybrid EKF and switching PSO algorithm for joint state and parameter estimation of lateral flow immunoassay models'. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9 (2). pp. 321 - 329. ISSN: 1545-5963

Journal article | Cite

Tian, Y., Shi, Y. and Liu, X. (2012) 'Recent advances on support vector machines research'. Technological and Economic Development of Economy, 18 (1). pp. 5 - 33. ISSN: 2029-4913

Journal article | Cite

Brunel University London
Kingston Lane
Uxbridge
Middlesex UB8 3PH

Tel: +44 (0)1895 274000

Fax: +44 (0)1895 232806

Security: +44 (0)1895 255786

Directions to the campus

Brunel.ac.uk uses cookies to make our site better for you. By clicking on or navigating this site, you accept our use of cookies in accordance with our cookie policy.

Close this message