AI solutions have emerged as ease for accessing real-time information in urban areas struggling with traffic congestion, from vehicles for traffic management, and utilizing mobility on demand in trip planning through a single user interface. For efficient traffic management (Transportation, 2019), secure integration of AI-based decision-making, traffic management, routing, transportation network

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