Professor Xiaohui Liu
Professor - Computing
Summary
Xiaohui Liu is Professor of Computing and Director of the Centre for Intelligent Data Analysis at Brunel University London. He is interested in taking an interdisciplinary approach to meeting the challenges in integrating, analysing and visualising a variety of high-dimensional, fast evolving, and complex data, especially in the modern era of Big Data. Professor Liu is a Chartered Engineer, Chartered Fellow of the British Computer Society, Fellow of the Royal Statistical Society, and Life Member of the Association for the Advancement of Artificial Intelligence.Newest selected publications
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
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
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
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
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