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Pose Based Trajectory Forecast of Vulnerable Road Users Using Recurrent Neural Networks
In this work, we use Recurrent Neural Networks (RNNs) in form of Gated Recurrent Unit (GRU) networks to forecast trajectories of vulnerable road...
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A web-based decision support framework for optimizing road network accessibility and emergency facility allocation during flooding
Transportation systems can be significantly affected by flooding, leading to physical damage and hindering accessibility. Despite flooding being a...
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Two Decades of Geospatial Evolution: Tracing the Analytical Journey towards Data-Driven Road Crash Prevention
Globally, road crashes impose massive burdens, and understanding the complex factors influencing crash patterns requires advanced analytical methods....
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Road Hazard Stimuli: Annotated naturalistic road videos for studying hazard detection and scene perception
Driving requires vision, yet there is little empirical data about how vision and cognition support safe driving. It is difficult to study perception...
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Helmet Use Among Two-Wheeler Riders’ Road Accident Victims in Benin
BackgroundIn Benin, some riders of two-wheeled vehicles still do not wear helmets, the main protection against head injuries in road accidents. The...
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Micro-mobility and road safety: why do e-scooter riders use the sidewalk? Evidence from a German field study
ObjectivesSince their introduction in 2019, the use of e-scooters has become widespread in Germany. Concerns about road safety, especially pedestrian...
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Modeling road traffic fatalities in Iran’s six most populous provinces, 2015–2016
BackgroundPrevention of road traffic injuries (RTIs) as a critical public health issue requires coordinated efforts. We aimed to model influential...
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Seeing the invisible: extracurricular learning processes and learning outcome as experienced by student volunteers accompanying persons in a socially vulnerable situation to healthcare appointments—an ethnographic study
Becoming a healthcare professional is a complex process, where learning occurs in various ways. This study explores an extracurricular learning...
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Systematic Review of Road Traffic Regulation Compliance
The escalating global shift towards a mobile lifestyle has led to a rise in human errors while managing road risks, resulting in accidents, causing...
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A holistic strategy development to reduce losses from road accidents in Arabian Gulf Countries
In the Gulf region, the issue of road accidents and traffic safety is prevalent, which demands prerequisite progress in the field of safety. Gulf...
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Level of Service Criteria of Rail Road Grade Crossing Based on the Perceptions of Motorist and Non-motorist
The current study explores whether motorists’ and non-motorists’ perceptions of level of service (LOS) accounting for various attributes at rail road...
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Motion detection and classification: ultra-fast road user detection
With the emerge of intelligent and connected transportation systems, driver perception and on-board safety systems could be extended with roadside...
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Urban Road Design and Kee** Down Speed
This chapter examines the opportunities available to a range of professions that directly or indirectly influence urban settings, to achieve Vision...
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Road crash zone identification and remedial measures using GIS
According to the World Bank Report 2020, there is one fatal road crash every four minutes globally. Loss of lives and limbs seriously hampers the...
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Bipolar intuitionistic fuzzy graph based decision-making model to identify flood vulnerable region
Bipolar intuitionistic fuzzy graphs (BIFG) are an extension of fuzzy graphs that can effectively capture uncertain or imprecise information in...
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Identifying emerging hot spots of road traffic injury severity using spatiotemporal methods: longitudinal analyses on major roads in Ghana from 2005 to 2020
BackgroundAlthough road traffic injuries and deaths have decreased globally, there is substantial national and sub-national heterogeneity,...
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Automated Vehicles Empowering Mobility of Vulnerable Groups - and the Pathway to Achieve This
Many people in Europe still have limited access to transportation modes overall. Socio-economic constrains as well as cognitive, sensory and physical...
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Road Asset Management and the Vehicles of the Future: An Overview, Opportunities, and Challenges
Connected and automated vehicles (CAVs) have the potential to significantly impact transportation systems in terms of mobility, the environment,...
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Seismic Performance Management of Aging Road Facilities in Korea: Part 2 − Decision-making Support Technology and Its Application
This study aims to develop a decision-making support system for managing aged road facilities in a target road network based on seismic performance...
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Geoengineering Evaluation of Cut Slopes Along a Landslide-Prone Road Section in the Himalayas
The road networks in highly rugged landscape of the Himalayas exhibit numerous sets of discontinuities within the rock mass and are prone to...
