Deep learning approaches for traffic prediction

• Main Author: Shao, Hongxin
• Other Authors: Soong Boon Hee
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/142029
• Institution: Nanyang Technological University

The rapid and continuous population growth and urbanization movements have resulted in the increase of number of vehicles on the road. Some detrimental effects on people's life are observed such as lost of productivity, air pollution and higher fuel consumption. There is a crucial need for inte...