Sep 2026
A hybrid model which uses several ResNet50 mixed with VGG16 backbones to improve the local facial features with the global context for a robust FER solu-tion, and shows superior robustness to occlusions and pose, even under cross-dataset testing.
A. Ouza, Mohamed El Ghmary, A. Choukri
· Multimedia tools and applica... · 0 citations
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Open access
2026
A novel unified benchmarking framework that systematically evaluates five prominent metaheuristics — Particle Swarm Optimization (PSO), Genetic Algorithm, Genetic Algorithm (GA), Bacterial Foraging Optimization (BFO), Ant Colony Optimization (ACO), and Artificial Bee Colony — for load balancing within a three-tier arch...
Lamia Oualili, Mohamed El Ghmary, Hassan Echoukairi
· International Journal of Adv... · 0 citations
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Conference
Open access
2026
This analysis identifies critical VM scheduling trade-offs, provides optimization guidelines, and validates the efficacy of hybrid adaptive methods via a new proposed heuristic-machine learning model for dynamic cloud environments.
Chaimae Bahij, Mohamed El Ghmary, Hassan Echoukairi
· EPJ Web of Conferences · 0 citations
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