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

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

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...

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Bibliographic Details
Main Authors: Yan, Jie, Zeng, Sheng, Tian, Bijiang, Cao, Yuanwen, Yang, Wenchen, Zhu, Feng
Other Authors: School of Civil and Environmental Engineering
Format: Article
Language:English
Published: 2023
Subjects:
Engineering::Civil engineering
Traffic Safety
Accident Risk
Online Access:https://hdl.handle.net/10356/169395
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Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/169395

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