Traffic Flow Prediction Using Deep Learning Techniques in Urban Road Networks

Publicado en línea: 17 mar 2025

Recibido: 15 oct 2024

Aceptado: 12 feb 2025

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

Palabras clave

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.