Traffic accident severity prediction based on random forest
M Yan, Y Shen - Sustainability, 2022 - mdpi.com
The prediction of traffic accident severity is essential for traffic safety management and
control. To achieve high prediction accuracy and model interpretability, we propose a hybrid …
control. To achieve high prediction accuracy and model interpretability, we propose a hybrid …
The influence of public transportation stops on bike-sharing destination trips: spatial analysis of Budapest City
This research looks at how spatial factors of public transportation influence the use of bike-
sharing in an urban context. Based on a grid-cell-based method, ordinary least square …
sharing in an urban context. Based on a grid-cell-based method, ordinary least square …
How do land use, built environment and transportation facilities affect bike-sharing trip destinations?
Sažetak The purpose of this research is to investigate the effect of land use, built
environment and public transportation facilities' locations on destinations of bike-sharing …
environment and public transportation facilities' locations on destinations of bike-sharing …
Integrating visual factors in crash rate analysis at Intersections: An AutoML and SHAP approach towards cycling safety
H Xue, P Guo, Y Li, J Ma - Accident Analysis & Prevention, 2024 - Elsevier
Cycling crashes constitute a significant and rising share of traffic accidents. Consequently,
exploring factors affecting cycling safety has become a priority for both governmental bodies …
exploring factors affecting cycling safety has become a priority for both governmental bodies …
Determining risk factors that influence cycling crash severity, for the purpose of setting sustainable cycling mobility
This paper has, for the purpose of setting sustainable cycling mobility, identified and
assessed basic risk factors influencing crash severity. The study has examined risk factors …
assessed basic risk factors influencing crash severity. The study has examined risk factors …
Cycle fatalities in Delhi and their risk factors
There is a lack of research that investigates the risk factors of cycling in low-and middle-
income countries. We present descriptive epidemiology of crashes that involved at least one …
income countries. We present descriptive epidemiology of crashes that involved at least one …
[HTML][HTML] In-depth understanding of single bicycle crashes in Sweden-crash characteristics, injury types and health outcomes differentiated by gender and age-groups
B Algurén, M Rizzi - Journal of Transport & Health, 2022 - Elsevier
Introduction To study in-depth characteristics of single bicycle crashes and type of injuries
considering gender and age differences. Methods Hospital reported bicycle crashes …
considering gender and age differences. Methods Hospital reported bicycle crashes …
Towards a sustainable and safe future: mapping bike accidents in urbanized context
This manuscript presents a study on the spatial relationships between bike accidents, the
built environment, land use, and transportation network characteristics in Budapest, Hungary …
built environment, land use, and transportation network characteristics in Budapest, Hungary …
Long term time series prediction of bike sharing trips: A cast study of Budapest city
Bike-sharing services provide easy access to environmentally-friendly mobility reducing
congestion in urban areas. Increasing demand requires more service planning based on the …
congestion in urban areas. Increasing demand requires more service planning based on the …
Key Contributory Factors Influencing Cycling Safety: Comprehensive Review Based on Accident Data and Literature Survey
In the last years, it is evident that cycling is becoming an alternative transportation mode to
driving and has gained more popularity among all age groups, particularly in metropolitan …
driving and has gained more popularity among all age groups, particularly in metropolitan …