Machine learning models in urban transport applications: understanding and actuation

• Main Author: Li, Mingqian
• Other Authors: Mo Li
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/171580
• Institution: Nanyang Technological University

The prosperity of big data has boosted the development of AI techniques in smart city. In this thesis, we study the adaptation of newly-emerging machine learning techniques to urban transport applications. We review existing tasks and techniques in both urban transport understanding and urban transp...