H. Khairnar

Intelligent Traffic Path Recommendations Using Machine Learning based Temporal Feature Aggregation and Time Series Based Graph Routing

This research proposes an integrated framework for traffic path recommendation that combines systematic feature extraction, temporal prediction, and dynamic graph-based routing and demonstrates that tightly coupling predictive traffic modeling with dynamic graph routing yields measurable improvements in route efficiency over baseline approaches.