Accident risk assessment and prediction using surrogate indicators and machine learning

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...

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

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