Deep learning-based traffic flow prediction and traffic management system for urban transportation networks

• Main Author: Zhao, Han
• Other Authors: Su Rong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Civil engineering::Transportation
• Online Access: https://hdl.handle.net/10356/171885
• Institution: Nanyang Technological University

Due to the growth of the population and improved living standards, a lot of urbanization policies are implemented by the governments in many countries. As a result, the total amount of vehicles on the streets is growing rapidly, and traffic congestion occurs frequently. The recurring and non-recurri...