Prediction of vehicle occupants injury at signalized intersections using real-time traffic and signal data

Emmanuel Kidando; Angela E. Kitali; Boniphace Kutela; Mahyar Ghorbanzadeh; Alican Karaer; Mohammadreza Koloushani; Ren Moses; Eren E. Ozguven; Thobias Sando

doi:10.1016/j.aap.2020.105869

Prediction of vehicle occupants injury at signalized intersections using real-time traffic and signal data

Emmanuel Kidando
, Angela E. Kitali
, Boniphace Kutela
, Mahyar Ghorbanzadeh
, Alican Karaer
, Mohammadreza Koloushani
, Ren Moses
, Eren E. Ozguven
, Thobias Sando

School of Engineering

Mercer University
Florida International University
Florida State University

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	105869
Journal	Accident Analysis and Prevention
Volume	149
DOIs	https://doi.org/10.1016/j.aap.2020.105869
State	Published - Jan 2021

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being
SDG 11 Sustainable Cities and Communities

ASJC Scopus Subject Areas

Human Factors and Ergonomics
Safety, Risk, Reliability and Quality
Public Health, Environmental and Occupational Health
Law

Keywords

Event-based data
High-resolution
Random Forest
Real-time data
Vehicle occupant injury
XGBoost classifiers

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10.1016/j.aap.2020.105869

Cite this

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title = "Prediction of vehicle occupants injury at signalized intersections using real-time traffic and signal data",

keywords = "Event-based data, High-resolution, Random Forest, Real-time data, Vehicle occupant injury, XGBoost classifiers",

author = "Emmanuel Kidando and Kitali, \{Angela E.\} and Boniphace Kutela and Mahyar Ghorbanzadeh and Alican Karaer and Mohammadreza Koloushani and Ren Moses and Ozguven, \{Eren E.\} and Thobias Sando",

note = "Publisher Copyright: {\textcopyright} 2020 Elsevier Ltd",

year = "2021",

month = jan,

doi = "10.1016/j.aap.2020.105869",

language = "English",

volume = "149",

}

TY - JOUR

T1 - Prediction of vehicle occupants injury at signalized intersections using real-time traffic and signal data

AU - Kidando, Emmanuel

AU - Kitali, Angela E.

AU - Kutela, Boniphace

AU - Ghorbanzadeh, Mahyar

AU - Karaer, Alican

AU - Koloushani, Mohammadreza

AU - Moses, Ren

AU - Ozguven, Eren E.

AU - Sando, Thobias

PY - 2021/1

Y1 - 2021/1

KW - Event-based data

KW - High-resolution

KW - Random Forest

KW - Real-time data

KW - Vehicle occupant injury

KW - XGBoost classifiers

UR - https://www.scopus.com/pages/publications/85096169178

UR - https://www.scopus.com/pages/publications/85096169178#tab=citedBy

U2 - 10.1016/j.aap.2020.105869

DO - 10.1016/j.aap.2020.105869

M3 - Article

C2 - 33212397

AN - SCOPUS:85096169178

SN - 0001-4575

VL - 149

JO - Accident Analysis and Prevention

JF - Accident Analysis and Prevention

M1 - 105869

ER -

Prediction of vehicle occupants injury at signalized intersections using real-time traffic and signal data

UN SDGs

ASJC Scopus Subject Areas

Keywords

Access to Document

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