Integrative Spatial-Temporal Model for Traffic Flow Prediction
Name
Lexue Song
Major
Data Science
Class
2024
About
This is an independent research and model-built task conducted by Lexue Song under the guidence of her mentor Dr. Peng Sun.
Signature Work Project Overview
The project aims to develop an innovative Intelligent Traffic Management System (ITMS) leveraging advanced machine learning techniques to optimize traffic flow and enhance urban mobility. With the proliferation of urbanization and the increasing complexity of traffic networks, there is a pressing need for intelligent solutions that can mitigate congestion, reduce travel times, and improve overall transportation efficiency.