I am a Senior Lecturer in the Department of Computer Science at Brunel University. Prior to joining Brunel, I was an academic staff member at Babes-Bolyai University Cluj-Napoca, one of the top universities in Romania. My research interests span the areas of machine learning, optimisation, and multi-relational graphs. They include both theoretical and algorithmic development as well as applications for particular classes of problems such as classification, clustering, prediction, estimation, decision-making, pattern finding, data mining, very large systems of nonlinear equations and large-scale optimisation.
Newest selected publications
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
Grosan, C., Emary, E. and Zawbaa, H. (2017) 'Experienced Grey Wolf Optimizer through Reinforcement Learning and Neural Networks'. IEEE Transactions on Neural Networks and Learning Systems, 29 (3). pp. 681 - 694. ISSN: 2162-2388 Open Access Link
Zawbaa, HM., Szlȩk, J., Grosan, C., Jachowicz, R. and Mendyk, A. (2016) 'Computational Intelligence Modeling of the Macromolecules Release from PLGA Microspheres-Focus on Feature Selection'. PLoS ONE, 11 (6). pp. e0157610 - e0157610. ISSN: 1932-6203 Open Access Link
Zawbaa, HM., Emary, E. and Grosan, C. (2016) 'Feature Selection via Chaotic Antlion Optimization'. PLOS ONE, 11 (3). pp. e0150652 - e0150652. ISSN: 1932-6203 Open Access Link
Grosan, C., Abraham, A. and Snasel, V. (2012) 'Solving polynomial systems using a modified line search approach'. International Journal of Innovative Computing, Information and Control, 8 (1 B). pp. 501 - 526. ISSN: 1349-4198