Traffic Flow Prediction Using Deep Learning Techniques in Urban Road Networks

Published Online: Mar 17, 2025

Received: Oct 15, 2024

Accepted: Feb 12, 2025

DOI: https://doi.org/10.2478/amns-2025-0832

Keywords

Traffic Flow Prediction, Deep Learning, Urban Road Networks, Graph Neural Networks (GNN), Long Short-Term Memory (LSTM), Transformer Models, Smart City, Spatial-Temporal Analysis

© 2025 Yilin Han, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.