By Mr Reda Mohamed Mohamed Ghanem

Journal articles

Abpeikar S; Garratt M; Anavatti S; Ghanem R; Kasmarik K, 2025, 'A Dual-Task Deep Reinforcement Learning and Domain Transfer Architecture for Bootstrapping Swarming Collective Motion Skills', IEEE Systems Journal, 19, pp. 327 - 338, http://dx.doi.org/10.1109/JSYST.2025.3536783

Ghanem R; Ali IM; Abpeikar S; Kasmarik K; Garratt M, 2025, 'Optimizing and predicting swarming collective motion performance for coverage problems solving: A simulation-optimization approach', Engineering Applications of Artificial Intelligence, 139, http://dx.doi.org/10.1016/j.engappai.2024.109522

Ghanem R; Loey M, 2021, 'Face Completion Using Generative Adversarial Network with Pretrained Face Landmark Generator', International Journal of Intelligent Engineering and Systems, 14, pp. 295 - 305, http://dx.doi.org/10.22266/ijies2021.0430.26

Ghanem RM; Ramadan ML, 2020, 'A Novel Landmarked Face Database for Arab Celebrities', Benha Journal of Applied Sciences, 5, pp. 161 - 166, http://dx.doi.org/10.21608/bjas.2020.226893

Conference Papers

Ghanem R; Ali I; Kasmarik K; Garratt M, 2025, 'Impact of Environmental Changes on Optimized Robotics Collective Motion for Multi-Objective Coverage Tasks', Canberra, Australia, presented at The International Conference on Evolutionary Multi-Criterion Optimization, Canberra, Australia, 04 March 2025 - 07 March 2025, http://dx.doi.org/10.1007/978-981-96-3506-1_21

Ghanem R; Ali I; Kasmarik K; Garratt M, 2024, 'Comparative Analysis of Simulation Models for Evolving Robot Collective Motion in Industrial Coverage and Inspection Tasks', Computers and Industrial Engineering, Sydney, Australia, pp. 2190 - 2199, presented at The 51st International Conference on Computers and Industrial Engineering (CIE51), Sydney, Australia, 09 December 2024 - 11 December 2024, https://www.scopus.com/inward/record.uri?eid=2-s2.0-105003228818&partnerID=40&md5=92cb714dbdb32bbccfa34a836b8948e3%7D

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