Author

Saurabh Kumar

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Open access Aug 2026

Calibrated Arrival-Time Prediction for Indian Road Freight

Routing engines predict how long it takes to drive a road. For Indian long-haul freight they are wrong by a factor of three to four, because a vehicle is not driving most of the time. We present an arrival-time engine assembled from three measured layers: a per-road-class speed correction derived from map-matched fleet...

Saurabh Kumar · International Journal For Mu... · 0 citations

Review Open access Jul 2026

Artificial Intelligence Models for Smart Traffic Management and Road Safety

An overview of the most prominent types of AI models employed in smart traffic control and road safety, such as supervised and unsupervised machine learning, deep learning, computer vision, and reinforcement learning, and their applications for traffic flow prediction, adaptive traffic signal control, vehicle and pedes...

Shaikh Amra Bano, Kamal, P. K. Soni et al. · International journal of com... · 0 citations