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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...
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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...
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Article
Open AccessMulti-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...