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 …

The influence of public transportation stops on bike-sharing destination trips: spatial analysis of Budapest City

A Jaber, L Abu Baker, B Csonka - Future transportation, 2022 - mdpi.com
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 …

How do land use, built environment and transportation facilities affect bike-sharing trip destinations?

A Jaber, B Csonka - Promet-Traffic&Transportation, 2023 - hrcak.srce.hr
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 …

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 …

Determining risk factors that influence cycling crash severity, for the purpose of setting sustainable cycling mobility

F Filipović, D Mladenović, K Lipovac, DK Das… - Sustainability, 2022 - mdpi.com
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 …

Cycle fatalities in Delhi and their risk factors

S Agrawal, S Bilam, G Tiwari, R Goel - International journal of injury …, 2024 - Taylor & Francis
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 …

[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 …

Towards a sustainable and safe future: mapping bike accidents in urbanized context

A Jaber, B Csonka - Safety, 2023 - mdpi.com
This manuscript presents a study on the spatial relationships between bike accidents, the
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

A Jaber, B Csonka, J Juhász - 2022 Smart City Symposium …, 2022 - ieeexplore.ieee.org
Bike-sharing services provide easy access to environmentally-friendly mobility reducing
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

Z Yang, Z Yang - ASCE-ASME Journal of Risk and Uncertainty in …, 2023 - ascelibrary.org
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 …