Professor Xiaohui Liu
Professor - Computing
Wilfred Brown Building 218
- Email: xiaohui.liu@brunel.ac.uk
- Tel: +44 (0)1895 265989
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
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
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
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
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
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 Open Access Link
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 Open Access Link
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 Open Access Link
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
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
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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 Open Access Link
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.Open Access Link
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 Open Access Link
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
Louvieris, P., Clewley, N. and Liu, X. (2013) 'Effects-based feature identification for network intrusion detection'. Neurocomputing, 121. pp. 265 - 273. ISSN: 0925-2312
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
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 Open Access Link
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
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
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 Open Access Link
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
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 Open Access Link
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
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 Open Access Link
Louvieris, P., Clewley, N. and Liu, X. (2013) 'Effects-based feature identification for network intrusion detection'. Neurocomputing. ISSN: 0925-2312
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 Open Access Link
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 Open Access Link
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 Open Access Link
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
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 Open Access Link
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 Open Access Link
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 Open Access Link
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
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
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'. IEEE Transactions on Nanotechnology, 11 (2). pp. 321 - 327. ISSN: 1536-125X
Zineddin, B., Wang, Z. and Liu, X. (2011) 'Cellular neural networks, Navier-Stokes equation and microarray image reconstruction'. IEEE Transactions on Image Processing, 20 (11). pp. 3296 - 3301. ISSN: 1057-7149 Open Access Link
Shen, B., Wang, ZD. and Liu, XH. (2011) 'A stochastic sampled-data approach to distributed H-infinity filtering in sensor networks'. IEEE Transactions on Circuits and Systems Part 1: Regular Papers, 58 (9). pp. 2237 - 2246. ISSN: 1549-8328
Zeng, N., Wang, Z., Li, Y., Du, M. and Liu, X. (2011) 'Inference of nonlinear state-space models for sandwich-type lateral flow immunoassay using extended Kalman filtering'. IEEE Transactions on Biomedical Engineering, 58 (7). pp. 1959 - 1966. ISSN: 0018-9294 Open Access Link