Author

H. Kheddar

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Open access Oct 2026

Transformer-Based Modeling on Multi-Target Water Quality Forecasting in Aquaponic Fish Ponds

Aquaponic systems require reliable forecasting of water quality parameters to support proactive monitoring and maintain suitable conditions for aquatic organisms. This study investigates Transformer-based deep learning for multi-step, multi-target water quality forecasting using multivariate sensor measurements from aq...

M. A. Bailiche, H. Kheddar, Mounir Bouhedda et al. · Water · 0 citations

Aug 2026

TAWJEEH: An Integrated Deep Reinforcement Learning and Heuristic Framework for Cellular Vehicle-to-Everything Enabled Real-Time Multidepot Vehicle Routing Optimization in Urban Logistics

TAWJEEH is introduced, a novel hybrid framework that integrates deep reinforcement learning, classical heuristics, and cellular vehicle-to-everything communications for time-dependent MDCVRP optimization and proves to be a robust, scalable, and computationally efficient solution.

Yacine Harkat, Mustapha Hemis, El-sedik Lamini et al. · Transportation Research Reco... · 0 citations

Preprint Aug 2026

A Deployment-Oriented and Resource-Efficient Neuro-Symbolic Framework for Explainable DDoS Detection in Operational Technology Networks

A neuro-symbolic framework specifically designed for robust DDoS detection in these resource-constrained environments by fuses a gated recurrent unit (GRU) neural network with a shallow decision tree as a symbolic component.

Mikiyas Alemayehu, Mohamed Chahine Ghanem, H. Kheddar et al. · 0 citations