Commercial truck crash injury severity analysis using gradient boosting data mining model
Introduction Truck crashes contribute to a large number of injuries and fatalities. This study
seeks to identify the contributing factors affecting truck crash severity using 2010 to 2016 …
seeks to identify the contributing factors affecting truck crash severity using 2010 to 2016 …
Temporal instability of truck volume composition on non-truck-involved crash severity using uncorrelated and correlated grouped random parameters binary logit …
M Fanyu, NN Sze, S Cancan, C Tiantian… - Analytic Methods in …, 2021 - Elsevier
With the growing demand for inter-city freight transport, proportion of trucks in the freeway
traffic has been increasing in China and worldwide in the past decade. There have been …
traffic has been increasing in China and worldwide in the past decade. There have been …
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 …
Risk factors associated with truck-involved fatal crash severity: Analyzing their impact for different groups of truck drivers
Introduction: Fatal crashes that include at least one fatality of an occupant within 30 days of
the crash cause large numbers of injured persons and property losses, especially when a …
the crash cause large numbers of injured persons and property losses, especially when a …
Modeling of single-vehicle and multi-vehicle truck-involved crashes injury severities: A comparative and temporal analysis in a developing country
Truck-involved crashes persist as a significant concern, yielding noteworthy human
casualties and causing economic ramifications, particularly in developing countries. This …
casualties and causing economic ramifications, particularly in developing countries. This …
The importance of flow composition in real-time crash prediction
Previous real-time crash prediction models have scarcely used data disaggregated by
vehicle type such as light, heavy and motorcycles. Thus, little effort has been made to …
vehicle type such as light, heavy and motorcycles. Thus, little effort has been made to …
Latent segmentation based count models: analysis of bicycle safety in Montreal and Toronto
The study contributes to literature on bicycle safety by building on the traditional count
regression models to investigate factors affecting bicycle crashes at the Traffic Analysis Zone …
regression models to investigate factors affecting bicycle crashes at the Traffic Analysis Zone …
Predicting crash frequency for multi-vehicle collision types using multivariate Poisson-lognormal spatial model: A comparative analysis
According to crash configuration and pre-crash conditions, traffic crashes are classified into
different collision types. Based on the literature, multi-vehicle crashes, such as head-on, rear …
different collision types. Based on the literature, multi-vehicle crashes, such as head-on, rear …
Assessment of the effects of highway geometric design features on the frequency of truck involved crashes using bivariate regression
C Dong, SS Nambisan, SH Richards, Z Ma - Transportation Research Part …, 2015 - Elsevier
Given the enormous losses to society resulting from large truck involved crashes, a
comprehensive understanding of the effects of highway geometric design features on the …
comprehensive understanding of the effects of highway geometric design features on the …
Exploring the relationship between truck load capacity and traffic accidents in the European Union
JI Castillo-Manzano, M Castro-Nuño… - … research part E: logistics …, 2016 - Elsevier
Applying econometric techniques to EU28 panel data and controlling for explanatory
variables such as road types, we find that increased truck load capacity does not necessarily …
variables such as road types, we find that increased truck load capacity does not necessarily …