Professor Xiaohui Liu
Professor - Computing
Summary
Xiaohui Liu is Professor of Computing at Brunel University London where he conducts research in artificial intelligence, data science and optimisation, with applications in diverse areas including biomedicine and engineering. Professor Liu has been named as a Highly Cited Researcher in Computer Science, Engineering, and Cross-Field (Clarivate/Web of Science).
Newest selected publications
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
Cheng, H., Wang, Z., Wei, Z., Ma, L. and Liu, X. (2022) '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
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
Zhu, K., Wang, Z., Wei, G. and Liu, X. (2022) '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, PP. pp. 1 - 12. ISSN: 2162-237X
Rahman, IU., Wang, Z., Liu, W., Ye, B., Zakarya, M. and Liu, X. (2021) '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