Author

Imad Eddine Tibermacine

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Review Open access Jul 2026

PICOGRAM - informing coral reef resilience-based management through prediction of individual coral organismal growth, recruitment, and mortality

Coral reef science and management are increasingly relying on imagery-based methods to expand monitoring capacity and improve the assessment of reef condition. However, scalable monitoring requires coral colony-scale segmentation from high-resolution underwater imagery and orthomosaic-derived survey products, while d...

Imad Eddine Tibermacine, V. Chirayath, Soufyane Bouchelaghem et al. · Frontiers in Marine Science · 0 citations

Open access Jul 2026

Privacy-preserving load forecasting in smart grids using federated learning: a comparative analysis of aggregation strategies

Experimental results on real-world energy consumption datasets demonstrate that the proposed FL framework achieves competitive forecasting accuracy while preserving client data privacy, and a rigorous comparative analysis reveals that FedProx and FedTrimmedAvg consistently outperform FedAvg under non-IID conditions.

A. Tibermacine, Ilyes Naidji, Imad Eddine Tibermacine et al. · Frontiers in Energy Research · 1 citation