Relationship between highway geometric characteristics and accident risk: a multilayer perceptron model (MLP) approach

• المؤلفون الرئيسيون: Yan, Jie, Zeng, Sheng, Tian, Bijiang, Cao, Yuanwen, Yang, Wenchen, Zhu, Feng
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Civil engineering; Traffic Safety; Accident Risk
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/169395
• المؤسسة: Nanyang Technological University

The traffic safety of mountain highway has always been one of the taking point. This study aims to collect road design data in large-scale research and analyzes the accident risk of highway geometric alignment. Accordingly, a method based on satellite maps and clustering algorithms is proposed to ca...