Optimising public transit using big data and machine learning

• Main Author: Lee, Kelvin
• Other Authors: Su Rong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering
• Online Access: https://hdl.handle.net/10356/173342
• Institution: Nanyang Technological University

Despite decades of research on optimisation of public transit, recent advances in big data collection and machine learning methods have created new possibilities for further optimisation. In this thesis, the main objective is to optimise existing public transit services by utilising big data without...