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  1. No Access

    Article

    Joint filter and channel pruning of convolutional neural networks as a bi-level optimization problem

    Deep neural networks, specifically deep convolutional neural networks (DCNNs), have been highly successful in machine learning and computer vision, but a significant challenge when using these networks is choo...

    Hassen Louati, Ali Louati, Slim Bechikh, Elham Kariri in Memetic Computing (2024)

  2. No Access

    Article

    Multi-agent deep neural networks coupled with LQF-MWM algorithm for traffic control and emergency vehicles guidance

    Authorities in modern cities are facing daily challenges related to traffic control. Due to the problem complexity caused by the urbanization growth, investing in develo** traffic signal control systems (TSC...

    Ali Louati, Hassen Louati, Muneer Nusir… in Journal of Ambient Intelligence and Humani… (2020)

  3. Article

    Open Access

    Multi-agent preemptive longest queue first system to manage the crossing of emergency vehicles at interrupted intersections

    Favouring the crossing of Emergency Vehicles (EVs) through intersections in urban cities is very critical for people lives. There have been several efforts toward develo** Traffic Signal Control Systems (TSC...

    Ali Louati, Sabeur Elkosantini, Saber Darmoul… in European Transport Research Review (2018)

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