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Professor Xiaohui Liu
Professor - Computing
Wilfred Brown Building 218
- Email: xiaohui.liu@brunel.ac.uk
- Tel: +44 (0)1895 265989
Shen, B., Wang, ZD. and Liu, XH. (2011) 'Bounded H-infinity synchronization and state estimation for discrete time-varying stochastic complex networks over a finite horizon'. IEEE Transactions on Neural Networks, 22 (1). pp. 145 - 157. ISSN: 1045-9227
Shen, B., Wang, Z. and Liu, X. (2011) 'Bounded H-infinity synchronization and state estimation for discrete time-varying stochastic complex networks over a finite-horizon'. IEEE Transactions on Neural Networks, 22 (1). pp. 145 - 157. ISSN: 1045-9227 Open Access Link
Ruta, A., Li, Y. and Liu, X. (2010) 'Robust class similarity measure for traffic sign recognition'. IEEE Transactions on Intelligent Transportation Systems, 11 (4). pp. 846 - 855. ISSN: 1524-9050
Wang, Z., Liu, Y., Liu, X. and Shi, Y. (2010) 'Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays'. Neurocomputing, 74 (1-3). pp. 256 - 264. ISSN: 0925-2312
Li, JA., Swift, S. and Liu, XH. (2010) 'The effect of cooling functions on ensemble clustering using simulated annealing'. Intelligent Data Analysis, 14 (6). pp. 701 - 730. ISSN: 1088-467X
Pan, W., Wang, Z., Gao, H. and Liu, X. (2010) 'Monostability and multistability of genetic regulatory networks with different types of regulation functions'. Nonlinear Analysis: Real World Applications, 11 (4). pp. 3170 - 3185. ISSN: 1468-1218 Open Access Link
Clewley, N., Chen, SY. and Liu, XH. (2010) 'Cognitive styles and search engine preferences: field dependence/independence vs holism/serialism'. Journal of Documentation, 66 (4). pp. 585 - 603. ISSN: 0022-0418
Wang, Z., Liu, Y. and Liu, X. (2010) 'Exponential stabilization of a class of stochastic system with Markovian jump parameters and mode-dependent mixed time-delays'. IEEE Transactions on Automatic Control, 55 (7). pp. 1656 - 1662. ISSN: 0018-9286 Open Access Link
Liang, J., Wang, Z. and Liu, X. (2010) 'On passivity and passification of stochastic fuzzy systems with delays: the discrete-time case'. IEEE Transactions on Systems, Man, and Cybernetics: Part B, Cybernetics, 40 (3). pp. 964 - 969. ISSN: 1083-4419 Open Access Link
Liang, J., Wang, Z. and Liu, X. (2010) 'Robust passivity and passification of stochastic fuzzy time-delay systems'. Information Sciences, 180 (9). pp. 1725 - 1737. ISSN: 0020-0255 Open Access Link
Wang, Z., Liu, Y., Wei, G. and Liu, X. (2010) 'A note on control of a class of discrete-time stochastic systems with distributed delays and nonlinear disturbances'. Automatica, 46 (3). pp. 543 - 548. ISSN: 0005-1098 Open Access Link
Chen, SY., Macredie, RD., Liu, XH. and Sutcliffe, A. (2010) 'Data mining for understanding user needs'. ACM Transactions on Computer-Human Interaction (TOCHI), 17 (1). pp. 1 - 6. ISSN: 1073-0516
Fraser, K., Wang, Z. and Liu, X. (2010) 'Microarray image analysis: an algorithmic approach'. Chapman & Hall. ISSN 10: 1420091530 ISSN 13: 9781420091533
Ruta, A., Li, Y. and Liu, XH. (2010) 'Real-time traffic sign recognition from video by class-specific discriminative features'. Pattern Recognition, 43 (1). pp. 416 - 430. ISSN: 0031-3203
Wei, GL., Wang, Z., Lam, J., Fraser, K., Rao, GP. and Liu, XH. (2009) 'Robust filtering for stochastic genetic regulatory networks with time-varying delay'. Mathematical Biosciences, 220 (2). pp. 73 - 80. ISSN: 0025-5564 Open Access Link
Liu, Y., Wang, Z. and Liu, X. (2009) 'On global stability of delayed BAM stochastic neural networks with Markovian switching'. Neural Processing Letters, 30 (1). pp. 19 - 35. ISSN: 1370-4621
Wang, Z., Liu, X., Liu, Y., Liang, J. and Vinciotti, V. (2009) 'An extended Kalman filtering approach to modeling nonlinear dynamic gene regulatory networks via short gene expression time series'. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 6 (3). pp. 410 - 419. ISSN: 1557-9964 Open Access Link
Liu, Y., Wang, Z., Liang, J. and Liu, X. (2009) 'Stability and synchronization of discrete-time Markovian jumping neural networks with mixed mode-dependent time delays'. IEEE Transactions on Neural Networks, 20 (7). pp. 1102 - 1116. ISSN: 1045-9227 Open Access Link
Clewley, N., Chen, SY. and Liu, X. (2009) 'Evaluation of the credibility of internet shopping in the UK'. Online Information Review, 33 (4). pp. 805 - 826. ISSN: 1468-4527
Chrysostomou, K., Chen, SY. and Liu, XH. (2009) 'Investigation of users' preferences in interactive multimedia learning systems: a data mining approach'. Interactive Learning Environments, 17 (2). pp. 151 - 163. ISSN: 1049-4820
Liang, J., Wang, Z. and Liu, X. (2009) 'State estimation for coupled uncertain stochastic networks with missing measurements and time-varying delays: the discrete-time case'. IEEE Transactions on Neural Networks, 20 (5). pp. 781 - 793. ISSN: 1045-9227 Open Access Link
Yang, F., Wang, Z., Feng, G. and Liu, X. (2009) 'Robust filtering with randomly varying sensor delay: the finite-horizon case'. IEEE Transactions on Circuits and Systems - Part 1, 56 (3). pp. 664 - 672. ISSN: 1057-7122 Open Access Link
Lee, MW., Chen, SY., Chrysostomou, K. and Liu, XH. (2009) 'Mining students' behavior in web-based learning programs'. Expert Systems with Applications, 36 (2, Part 2). pp. 3459 - 3464. ISSN: 0957-4174
Wang, Z., Ho, DWC., Liu, Y. and Liu, X. (2009) 'Robust H-infinity control for a class of nonlinear discrete time-delay stochastic systems with missing measurements'. Automatica, 45 (3). pp. 684 - 691. ISSN: 0005-1098 Open Access Link
Frias-Martinez, E., Chen, SY. and Liu, X. (2009) 'Evaluation of a personalized digital library based on cognitive styles: Adaptivity vs. adaptability'. International Journal of Information Management, 29 (1). pp. 48 - 56. ISSN: 0268-4012 Open Access Link
Liang, J., Wang, Z. and Liu, X. (2009) 'Global synchronization in an array of discrete-time neural networks with nonlinear coupling and time-varying delays'. International Journal of Neural Systems, 19 (1). pp. 57 - 63. ISSN: 0129-0657
Liu, Y., Wang, Z. and Liu, X. (2009) 'On synchronization of discrete-time Markovian jumping stochastic complex networks with mode-dependent mixed time-delays'. International Journal of Modern Physics B, 23 (3). pp. 411 - 434. ISSN: 0217-9792
Wang, Z., Lin, Y. and Liu, X. (2009) 'State estimation for jumping recurrent neural networks with discrete and distributed delays'. Neural Networks, 22 (1). pp. 41 - 48. ISSN: 0893-6080 Open Access Link
Liu, Y., Wang, Z. and Liu, X. (2009) 'Asymptotic stability for neural networks with mixed time-delays: the discrete-time case'. Neural Networks, 22 (1). pp. 67 - 74. ISSN: 0893-6080 Open Access Link
Ruta, A., Li, YM. and Liu, XH. (2008) 'Detection, tracking and recognition of traffic signs from video input'.11th IEEE International Conference on Intelligent Transportation Systems (ITSC 2008). Beijing, Peoples Republic of China. 30 - 15 October. IEEE. pp. 55 - 60.Open Access Link
Fraser, K., Wang, Z., Li, Y., Kellam, P. and Liu, X. (2008) 'Can graph-cutting improve microarray gene expression reconstructions?'. Pattern Recognition Letters, 29 (16). pp. 2129 - 2136. ISSN: 0167-8655 Open Access Link
Wang, Z., Lam, J., Wei, G., Fraser, K. and Liu, X. (2008) 'Filtering for nonlinear genetic regulatory networks with stochastic disturbances'. IEEE Transactions on Automatic Control, 53 (10). pp. 2448 - 2457. ISSN: 0018-9286 Open Access Link
Frias-Martinez, E., Chen, SY. and Liu, X. (2008) 'Investigation of behavior and perception of digital library users: A cognitive style perspective'. International Journal of Information Management, 28 (5). pp. 355 - 365. ISSN: 0268-4012 Open Access Link
Liu, Y., Wang, Z., Liang, J. and Liu, X. (2008) 'Synchronization and state estimation for discrete-time complex networks with distributed delays'. IEEE Transactions on Systems, Man and Cybernetics, Part B, 38 (5). pp. 1314 - 1325. ISSN: 1083-4419 Open Access Link
Liang, J., Wang, Z., Liu, Y. and Liu, X. (2008) 'Global synchronization control of general delayed discrete-time networks with stochastic coupling and disturbances'. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 38 (4). pp. 1073 - 1083. ISSN: 1083-4419 Open Access Link
Sheng, W., Liu, X. and Fairhurst, M. (2008) 'A niching memetic algorithm for simultaneous clustering and feature selection'. IEEE Transactions on Knowledge and Data Engineering, 20 (7). pp. 868 - 879. ISSN: 1041-4347 Open Access Link
Liang, J., Wang, Z. and Liu, X. (2008) 'Exponential synchronization of stochastic delayed discrete-time complex networks'. Nonlinear Dynamics, 53 (1-2). pp. 153 - 165. ISSN: 0924-090X
Wang, Z., Liu, Y. and Liu, X. (2008) 'H-infinity filtering for uncertain stochastic time-delay systems with sector-bounded nonlinearities'. Automatica, 44 (5). pp. 1268 - 1277. ISSN: 0005-1098 Open Access Link
Chen, SY. and Liu, X. (2008) 'An integrated approach for modeling learning patterns of students in web-based instruction: a cognitive style perspective'. ACM Transactions on Computer-Human Interaction (TOCHI), 15 (1). pp. 1 - 28. ISSN: 1073-0516
Wang, Z., Fang, J. and Liu, X. (2008) 'Global stability of stochastic high-order neural networks with discrete and distributed delays'. Chaos, Solitons and Fractals, 36 (2). pp. 388 - 396. ISSN: 0960-0779
Liu, Y., Wang, Z. and Liu, X. (2008) 'State estimation for discrete-time Markovian jumping neural networks with mixed mode-dependent delays'. Physics Letters A, 372 (48). pp. 7147 - 7155. ISSN: 0375-9601 Open Access Link
Liu, Y., Wang, Z. and Liu, X. (2008) 'An LMI approach to stability analysis of stochastic high-order markovian jumping neural networks with mixed time delays'. Nonlinear Analysis: Hybrid Systems, 2 (1). pp. 110 - 120. ISSN: 1751-570X
Liu, Y., Wang, Z. and Liu, X. (2008) 'Exponential synchronization of complex networks with markovian jump and mixed delays'. Physics Letters A, 372 (22). pp. 3986 - 3998. ISSN: 0375-9601 Open Access Link
Wang, Z., Gao, H., Cao, J. and Liu, X. (2008) 'On delayed genetic regulatory networks with polytopic uncertainties: robust stability analysis'. IEEE Transactions on Nanobioscience, 7 (2). pp. 154 - 163. ISSN: 1536-1241 Open Access Link
Wang, Z., Yang, F., Ho, DWC., Swift, S., Tucker, A. and Liu, X. (2008) 'Stochastic dynamic modelling of short gene expression time series data'. IEEE Transactions on Nanobioscience, 7 (1). pp. 44 - 55. ISSN: 1536-1241 Open Access Link
Zhang, L., Kuljis, J. and Liu, X. (2008) 'Information visualisation for DNA microarray data analysis: a critical review'. IEEE Transactions on Systems, Man and Cybernetics, Part C, 38 (1). pp. 42 - 54. ISSN: 1552-3098 Open Access Link
Liang, J., Wang, Z., Liu, Y. and Liu, X. (2008) 'Robust synchronization of an array of coupled stochastic discrete-time delayed neural networks'. IEEE Transactions on Neural Networks, 19 (11). pp. 1910 - 1921. ISSN: 1045-9227 Open Access Link
Minetou, CG., Chen, SY. and Liu, X. (2008) 'Investigation of the use of navigation tools in web-based learning: a data mining approach'. International Journal of Human-Computer Interaction, 24 (1). pp. 48 - 67. ISSN: 1044-7318 Open Access Link
Wang, Z. and Liu, X. (2008) 'Guest editorial foreword to the special issue on intelligent computation for bioinformatics'. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 38 (1). pp. 1 - 2. ISSN: 1094-6977 Open Access Link
Ruta, A., Li, Y. and Liu, X. (2007) 'Towards real-time traffic sign recognition by class-specific discriminative features'.British Machine Vision Conference. British Machine Vision Association. pp. 24.1 - 24.10.Open Access Link
Wang, Z., Yang, F., Ho, DWC. and Liu, X. (2007) 'Robust H-infinity control for networked systems with random packet losses'. IEEE Transactions on Systems, Man and Cybernetics - Part B, 37 (4). pp. 916 - 924. ISSN: 1083-4419 Open Access Link