[HTML][HTML] Using contextual data to predict risky driving events: A novel methodology from explainable artificial intelligence
Usage-based insurance has allowed insurers to dynamically tailor insurance premiums by
understanding when and how safe policyholders drive. However, telematics information can …
understanding when and how safe policyholders drive. However, telematics information can …
How to select distracted driving countermeasures evaluation metrics: A systematic review
While there are numerous performance metrics that have been developed for the evaluation
of distracted driving prevention programs, there is little information on how to select them …
of distracted driving prevention programs, there is little information on how to select them …
Data mining approach to explore emergency vehicle crash patterns: A comparative study of crash severity in emergency and non-emergency response modes
Emergency vehicle crashes, involving police vehicles, ambulances, and fire trucks, pose a
serious traffic safety concern causing severe injury and deaths to first responders and other …
serious traffic safety concern causing severe injury and deaths to first responders and other …
Identifying roadway departure crash patterns on rural two-lane highways under different lighting conditions: association knowledge using data mining approach
Introduction: More than half of all fatalities on US highways occur due to roadway departure
(RwD) each year. Previous research has explored various risk factors that contribute to RwD …
(RwD) each year. Previous research has explored various risk factors that contribute to RwD …
A novel deep learning approach to predict crash severity in adverse weather on rural mountainous freeway
The main focus of this study was to develop a robust prediction model based on deep
learning capable of providing timely predictions of injury and fatal crashes in adverse …
learning capable of providing timely predictions of injury and fatal crashes in adverse …
Determinants of traffic safety enforcement behaviour among police officers: A narrative review
Traffic safety enforcement (TSE), which includes policing of traffic laws, is a key component
of safe transport systems. Effective TSE depends on law enforcement professionals'(ie …
of safe transport systems. Effective TSE depends on law enforcement professionals'(ie …
Crashes involving distracted pedestrians: Identifying risk factors and their relationships to pedestrian severity levels and distraction modes
The concept of distracted pedestrians and its impact on highway safety has gained
increasing attention in recent years. However, studies focusing exclusively on distracted …
increasing attention in recent years. However, studies focusing exclusively on distracted …
[HTML][HTML] Exploring association of contributing factors to pedestrian fatal and severe injury crashes under dark-no-streetlight condition
The pedestrian crash pattern in the dark-no-streetlight condition is a noteworthy ongoing
traffic safety concern. The persistently high percentage of pedestrian fatalities at night in the …
traffic safety concern. The persistently high percentage of pedestrian fatalities at night in the …
Cellphone-distracted crashes of novice teen drivers: Understanding associations of contributing factors for crash severity levels and cellphone usage types
Objective As novice teen drivers are uniquely susceptible to the harmful effects of secondary
activities on cellphones, 38 states and Washington DC have banned all types of cellphone …
activities on cellphones, 38 states and Washington DC have banned all types of cellphone …
How many crashes does cellphone use contribute to? Population attributable risk of cellphone use while driving
Background: Cellphone distraction is a major contributing factor for traffic crashes, a leading
cause of death worldwide. The novel naturalistic driving study (NDS) study with continuously …
cause of death worldwide. The novel naturalistic driving study (NDS) study with continuously …