Cargando…

Crash severity analysis of vulnerable road users using machine learning

Road crash fatality is a universal problem of the transportation system. A massive death toll caused annually due to road crash incidents, and among them, vulnerable road users (VRU) are endangered with high crash severity. This paper focuses on employing machine learning-based classification approa...

Descripción completa

Detalles Bibliográficos
Autores principales:	Komol, Md Mostafizur Rahman, Hasan, Md Mahmudul, Elhenawy, Mohammed, Yasmin, Shamsunnahar, Masoud, Mahmoud, Rakotonirainy, Andry
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8341492/ https://www.ncbi.nlm.nih.gov/pubmed/34352026 http://dx.doi.org/10.1371/journal.pone.0255828

Ejemplares similares

Autonomous Vehicles and Vulnerable Road-Users—Important Considerations and Requirements Based on Crash Data from Two Countries
por: Morris, Andrew Paul, et al.
Publicado: (2021)

A Novel Crowdsourcing Model for Micro-Mobility Ride-Sharing Systems
por: Elhenawy, Mohammed, et al.
Publicado: (2021)

Crash severity analysis and risk factors identification based on an alternate data source: a case study of developing country
por: Bhuiyan, Hanif, et al.
Publicado: (2022)

A framework for testing independence between lane change and cooperative intelligent transportation system
por: Elhenawy, Mohammed, et al.
Publicado: (2020)

Correction: A framework for testing independence between lane change and cooperative intelligent transportation system
por: Elhenawy, Mohammed, et al.
Publicado: (2021)

Spatial pattern identification and crash severity analysis of road traffic crash hot spots in Ohio
por: Alam, Md Saiful, et al.
Publicado: (2023)

Hybrid pointer networks for traveling salesman problems optimization
por: Stohy, Ahmed, et al.
Publicado: (2021)

Contribution of a Geographic Information System to the Prevention of Crashes Among Vulnerable Road Users in the City of Cotonou: Exploratory Study
por: Daddah, Donatien, et al.
Publicado: (2022)

Protecting Vulnerable Road Users from Injury
por: Constant, Aymery, et al.
Publicado: (2010)

Analyzing Factors Associated with Fatal Road Crashes: A Machine Learning Approach
por: Ghandour, Ali J., et al.
Publicado: (2020)

Investigation of factors contributing to pedestrian crash severity in rural roads
por: Vahedi Saheli, Mahyar, et al.
Publicado: (2019)

Association of waterpipe smoking and road traffic crashes
por: Saadat, Soheil, et al.
Publicado: (2010)

Modern Medicine Is Neglecting Road Traffic Crashes
por: Redelmeier, Donald A., et al.
Publicado: (2013)

How did the COVID-19 pandemic affect road crashes and crash outcomes in Alabama?
por: Adanu, Emmanuel Kofi, et al.
Publicado: (2021)

Statistical analysis of crash data and impact of COVID-19 on road crashes in Maharashtra, India
por: Mhetre, Krantikumar V., et al.
Publicado: (2023)

An Improved YOLOv5 Algorithm for Vulnerable Road User Detection
por: Yang, Wei, et al.
Publicado: (2023)

Determinants of exclusive breastfeeding practice in Bangladesh: Evidence from nationally representative survey data
por: Rahman, Md. Aminur, et al.
Publicado: (2020)

Are we there yet? Australian road safety targets and road traffic crash fatalities
por: Gargett, Susan, et al.
Publicado: (2011)

Intervening young children with road safety education yields reduction in road crashes
por: KC Mani, Kulanthayan, et al.
Publicado: (2019)

The relationship between sleep quality and road traffic crashes of urban drivers in Hamadan, Iran
por: Amini, Roya, et al.
Publicado: (2020)

Double burden of malnutrition at household level: A comparative study among Bangladesh, Nepal, Pakistan, and Myanmar
por: Anik, Asibul Islam, et al.
Publicado: (2019)

Socio-demographic predictors and average annual rates of caesarean section in Bangladesh between 2004 and 2014
por: Khan, Md. Nuruzzaman, et al.
Publicado: (2017)

Risk Factors for Fatal and Nonfatal Road Crashes in Iran
por: Mehmandar, Mohammadreza, et al.
Publicado: (2014)

The Pattern of Road Traffic Crashes in South East Iran
por: Rad, Mahdieh, et al.
Publicado: (2016)

The role of the internet of things in avoiding the road traffic crashes
por: Razzaghi, Alireza
Publicado: (2019)

Crash data integration for road safety analysis in Iran
por: Afshar, Ali
Publicado: (2019)

Impact of Safety Message Generation Rules on the Awareness of Vulnerable Road Users
por: Lara, Tomás, et al.
Publicado: (2021)

Vulnerable Road Users and Connected Autonomous Vehicles Interaction: A Survey
por: Reyes-Muñoz, Angélica, et al.
Publicado: (2022)

COVID-19 pandemic, dengue epidemic, and climate change vulnerability in Bangladesh: Scenario assessment for strategic management and policy implications
por: Rahman, Md Mostafizur, et al.
Publicado: (2021)

Households’ vulnerability assessment: empirical evidence from cyclone-prone area of Bangladesh
por: Rahman, Md Mostafizur, et al.
Publicado: (2023)

Extent, consequences and economic burden of road traffic crashes in Iran
por: Rezaei, Satar, et al.
Publicado: (2014)

Factors affecting fatal road crash: the case of insurance, Iran
por: Asadi, Ameneh, et al.
Publicado: (2019)

Evaluating the Effects of Holidays on Road Crash Injuries in the United Kingdom
por: Wiratama, Bayu Satria, et al.
Publicado: (2021)

Crash and disengagement data of autonomous vehicles on public roads in California
por: Sinha, Amolika, et al.
Publicado: (2021)

Road crashes in Adelaide metropolitan region, the consequences of COVID-19
por: Soltani, Ali, et al.
Publicado: (2023)

In-depth study of road accidents in Florence: understanding the biomechanical effects in major trauma involving vulnerable road users
por: Franci, A, et al.
Publicado: (2015)

Vehicle-to-Pedestrian Communication for Vulnerable Road Users: Survey, Design Considerations, and Challenges
por: Sewalkar, Parag, et al.
Publicado: (2019)

Cooperative Multi-Sensor Tracking of Vulnerable Road Users in the Presence of Missing Detections
por: Dimitrievski, Martin, et al.
Publicado: (2020)

Fatality risk and issues of inequity among vulnerable road users in South Africa
por: Sukhai, Anesh, et al.
Publicado: (2021)

Comparison of physical and psychological health outcomes for motorcyclists and other road users after land transport crashes: an inception cohort study
por: Sharwood, Lisa N., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_jr6lhpu44761uds01ujs5j6rdp