Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP
Understanding and quantifying the effects of risk factors on crash frequency is of great
importance for developing cost-effective safety countermeasures. In this paper, the effects of …
importance for developing cost-effective safety countermeasures. In this paper, the effects of …
Scaling of the morphology of African cities
R Prieto-Curiel, JE Patino… - Proceedings of the …, 2023 - National Acad Sciences
A large proportion of Africa's infrastructure is yet to be built. Where and how these new
buildings are constructed matters since today's decisions will last for decades. The resulting …
buildings are constructed matters since today's decisions will last for decades. The resulting …
Influence of environmental factors on injury severity using ordered Logit regression model in limpopo province, South Africa
PM Mphekgwana - Journal of environmental and public health, 2022 - Wiley Online Library
Globally, road traffic accidents are a major cause of death and severe injuries. It is estimated
that the number of deaths on the world's roads at 1.5 million per annum puts road traffic …
that the number of deaths on the world's roads at 1.5 million per annum puts road traffic …
Exploring behavioral validity of driving simulator under time pressure driving conditions of professional drivers
Driving simulators have become an important tool in human factors research, given that they
are appropriately validated. Therefore, this study aims to explore the behavioral (absolute …
are appropriately validated. Therefore, this study aims to explore the behavioral (absolute …
[HTML][HTML] Time series based road traffic accidents forecasting via SARIMA and Facebook Prophet model with potential changepoints
Road traffic accident (RTA) is a critical global public health concern, particularly in
developing countries. Analyzing past fatalities and predicting future trends is vital for the …
developing countries. Analyzing past fatalities and predicting future trends is vital for the …
[HTML][HTML] Analyzing the risk factors of traffic accident severity using a combination of random forest and association rules
J Wang, S Ma, P Jiao, L Ji, X Sun, H Lu - Applied Sciences, 2023 - mdpi.com
This study explores risk factors influencing the at-fault party in traffic accidents and analyzes
their impact on traffic accident severity. Based on the traffic accident data of Shenyang City …
their impact on traffic accident severity. Based on the traffic accident data of Shenyang City …
Greener view, safer drive: Using repeated field experiments and deep transfer learning technique to investigate impacts of urban road landscapes on driving …
Driving in urban environments is an essential part of urban residents' daily life. We still know
little about impacts of a wide range of greenness on driving performance in real urban …
little about impacts of a wide range of greenness on driving performance in real urban …
[HTML][HTML] The ABC of mobility
R Prieto-Curiel, JP Ospina - Environment International, 2024 - Elsevier
The use of cars in cities has many negative impacts, including pollution, noise and the use of
space. Yet, detecting factors that reduce the use of cars is a serious challenge, particularly …
space. Yet, detecting factors that reduce the use of cars is a serious challenge, particularly …
Exploring weather-related factors affecting the delay caused by traffic incidents: mitigating the negative effect of traffic incidents
Background Existing studies mainly focus on the relationship between real-time weather
and traffic crash injury severity, while few scholars have investigated the operation risk …
and traffic crash injury severity, while few scholars have investigated the operation risk …
[HTML][HTML] Developing an agent-based microsimulation for predicting the Bus Rapid Transit (BRT) demand in developing countries: A case study of Dhaka, Bangladesh
KE Zannat, J Laudan, CF Choudhury, S Hess - Transport Policy, 2024 - Elsevier
Abstract Bus Rapid Transit (BRT) has been widely recognised as an affordable and effective
mass transport system that can solve various mobility issues in countries that are unable to …
mass transport system that can solve various mobility issues in countries that are unable to …