Travel time estimation on road networks : effective embedding and traffic condition representation learning

• Main Author: Yang, Jingyi
• Other Authors: Gao CONG
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/149753
• Institution: Nanyang Technological University

Effective algorithm for travel time estimation has become increasingly important, as it is the backbone of the various services provided by urban mobility apps. With the recent advances in the field of deep learning, learning-based methods for travel time estimation have been proposed and have prove...