Statistical and machine-learning methods for clearance time prediction of road incidents: A methodology review
Accurate clearance time prediction for road incident would be helpful to evaluate the
incident impacting range and provide route guiding strategy according to the predicted …
incident impacting range and provide route guiding strategy according to the predicted …
Road safety in low-income countries: state of knowledge and future directions
Road safety in low-income countries (LICs) remains a major concern. Given the expected
increase in traffic exposure due to the relatively rapid motorisation of transport in LICs, it is …
increase in traffic exposure due to the relatively rapid motorisation of transport in LICs, it is …
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 …
Temporal stability of driver injury severities in animal-vehicle collisions: A random parameters with heterogeneity in means (and variances) approach
This study investigates the determinants of driver injury severity in animal-vehicle collisions
while systematically accounting for unobserved heterogeneity in the data by using three …
while systematically accounting for unobserved heterogeneity in the data by using three …
Analyzing road crash frequencies with uncorrelated and correlated random-parameters count models: An empirical assessment of multilane highways
Recent literature on highway safety research has focused on methodological advances to
minimize misspecifications and the potential for erroneous estimates and invalid statistical …
minimize misspecifications and the potential for erroneous estimates and invalid statistical …
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 …
[HTML][HTML] Effect of the COVID-19 pandemic on bike-sharing demand and hire time: Evidence from Santander Cycles in London
S Heydari, G Konstantinoudis, AW Behsoodi - PloS one, 2021 - journals.plos.org
The COVID-19 pandemic has been influencing travel behaviour in many urban areas
around the world since the beginning of 2020. As a consequence, bike-sharing schemes …
around the world since the beginning of 2020. As a consequence, bike-sharing schemes …
Intended work from home frequency after the COVID-19 pandemic and the role of socio-demographic, psychological, disability, and work-related factors
The COVID-19 pandemic has allowed many workers to experience working from home.
While in most cases, the transition to work from home was not voluntary, it forced many …
While in most cases, the transition to work from home was not voluntary, it forced many …
Accounting for unobserved heterogeneity and spatial instability in the analysis of crash injury-severity at highway-rail grade crossings: A random parameters with …
Crashes at highway-rail grade crossings often result in higher proportion of injury and fatality
of the vehicle occupants as compared to other crash types, necessitating in-depth …
of the vehicle occupants as compared to other crash types, necessitating in-depth …
Using latent class analysis and mixed logit model to explore risk factors on driver injury severity in single-vehicle crashes
The single-vehicle crash has been recognized as a critical crash type due to its high fatality
rate. In this study, a two-year crash dataset including all single-vehicle crashes in New …
rate. In this study, a two-year crash dataset including all single-vehicle crashes in New …