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Exploring spatial autocorrelation of traffic crashes based on severity
As a develo** country, Iran has one of the highest crash-related deaths, with a typical rate
of 15.6 cases in every 100 thousand people. This paper is aimed to find the potential …
of 15.6 cases in every 100 thousand people. This paper is aimed to find the potential …
Exploring key spatio-temporal features of crash risk hot spots on urban road network: A machine learning approach
Traffic safety is a critical factor that has always been considered in policy making for urban
transportation planning and management. Accurately predicting crash risk hot spots allows …
transportation planning and management. Accurately predicting crash risk hot spots allows …
[HTML][HTML] A comprehensive analysis of the relationships between the built environment and traffic safety in the Dutch urban areas
Built-environment factors potentially alleviate or aggravate traffic safety problems in urban
areas. This paper aims to investigate the relationships of these factors with vehicle-bicycle …
areas. This paper aims to investigate the relationships of these factors with vehicle-bicycle …
Macroscopic modeling of pedestrian and bicycle crashes: A cross-comparison of estimation methods
The paper presents a cross-comparison of different estimation methods to model pedestrian
and bicycle crashes. The study contributes to macro level safety studies by providing further …
and bicycle crashes. The study contributes to macro level safety studies by providing further …
An empirical tool to evaluate the safety of cyclists: Community based, macro-level collision prediction models using negative binomial regression
F Wei, G Lovegrove - Accident Analysis & Prevention, 2013 - Elsevier
Abstract Today, North American governments are more willing to consider compact
neighborhoods with increased use of sustainable transportation modes. Bicycling, one of the …
neighborhoods with increased use of sustainable transportation modes. Bicycling, one of the …
[HTML][HTML] Space-time analysis of accident frequency and the role of built environment in mitigation
The focus of this paper is to analyze the trends and locations of accidents in the Greater
Melbourne Area (GMA) during a 15-year period (2006–2020). The places where accidents …
Melbourne Area (GMA) during a 15-year period (2006–2020). The places where accidents …
Comparison of moped, scooter and motorcycle crash risk and crash severity
RA Blackman, NL Haworth - Accident Analysis & Prevention, 2013 - Elsevier
The increased popularity of mopeds and motor scooters in Australia and elsewhere in the
last decade has contributed substantially to the greater use of powered two-wheelers …
last decade has contributed substantially to the greater use of powered two-wheelers …
[HTML][HTML] A novel framework for crash frequency prediction: Geographic support vector regression based on agent-based activity models in Greater Melbourne
The field of spatial analysis in traffic crash studies can often enhance predictive performance
by addressing the inherent spatial dependence and heterogeneity in crash data. This …
by addressing the inherent spatial dependence and heterogeneity in crash data. This …
[HTML][HTML] Exploring the spatial effects of built environment on quality of life related transportation by integrating GIS and deep learning approaches
Understanding the quality of life related to transportation plays a crucial role in enhancing
commuters' quality of life, particularly in daily trips. This study explores the spatial effects of …
commuters' quality of life, particularly in daily trips. This study explores the spatial effects of …
Decoding the impacts of contributory factors and addressing social disparities in crash frequency analysis
Understanding the relationship between social disparities and traffic crash frequency is
essential for long-term transportation planning and policymaking. Few studies have …
essential for long-term transportation planning and policymaking. Few studies have …