Abstract: As a vital research subject in the field of intelligent transportation systems (ITSs), traffic flow prediction using deep learning ... this paper proposes a deep learning approach based on a ...

To handle this issue, this paper proposes a graph deep learning-based fast traffic flow forecasting method in urban road networks. Firstly ... graph-level forecasting can be realized with the use of ...

This project aims to develop an artificial intelligence application capable of analyzing network traffic captures generated using a Mininet topology. The application leverages machine learning ...