Accident risk assessment and prediction using surrogate indicators and machine learning

• Main Author: Shi, Xiupeng
• Other Authors: Wong Yiik Diew
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2019
• Subjects: Engineering::Civil engineering
• Online Access: https://hdl.handle.net/10356/136550
• Institution: Nanyang Technological University

Road traffic accidents cause a great loss of lives and property damage. Reliable accident prediction and proactive prevention are undoubtedly of great benefit and necessity. This study focuses on the risk assessment and prediction of traffic accidents associated with vehicle conflicts, using machine...