Older Pedestrian Traffic Crashes Severity Analysis Based on an Emerging Machine Learning XGBoost
Older pedestrians are vulnerable on the streets and at significant risk of injury or death when involved in crashes. Pedestrians’ safety is critical for roadway agencies to consider and improve, especially older pedestrians aged greater than 65 years old. To better protect the older pedestrian group...
Main Authors: | Manze Guo, Zhenzhou Yuan, Bruce Janson, Yongxin Peng, Yang Yang, Wencheng Wang |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-01-01
|
Series: | Sustainability |
Subjects: | |
Online Access: | https://www.mdpi.com/2071-1050/13/2/926 |
Similar Items
-
Factors affecting the severity of pedestrian traffic crashes
by: Ali Moradi, et al.
Published: (2019-01-01) -
The Effect of Ethyl Alcohol upon Pedestrian Trauma Sustained in Traffic Crashes
by: Witold Pawłowski, et al.
Published: (2019-04-01) -
“My right to walk, my right to live”: pedestrian fatalities, roads and environmental features in Benin
by: Yolaine Glèlè-Ahanhanzo, et al.
Published: (2021-01-01) -
Walking against or with traffic? Evaluating pedestrian fatalities and head injuries in Taiwan
by: Chih-Wei Pai, et al.
Published: (2019-10-01) -
Pedestrian Injury Severity Analysis in Motor Vehicle Crashes in Ohio
by: Majbah Uddin, et al.
Published: (2018-05-01)