Machine learning techniques to identify unsafe driving behavior by means of in-vehicle sensor data

E Lattanzi, V Freschi - Expert Systems with Applications, 2021 - Elsevier
Traffic crashes are one of the biggest causes of accidental death in the way where, every
year, more than 1.35 million of people die. In most of them, the main cause is related to the …

A multidimensional and multi-period analysis of safety on roads

MA Martins, TV Garcez - Accident Analysis & Prevention, 2021 - Elsevier
This paper proposes a multidimensional and multi-period analysis of safety on roads. It
aggregates different road safety performance indicators observed over different periods for …

Pedestrian behavior in signalized intersections: Santiago de Querétaro

AA Navarro-Rosas, SA Obregón-Biosca - Journal of Transport & Health, 2022 - Elsevier
Twenty-six percent of worldwide road fatalities are pedestrians, and the state of art suggests
that not following the traffic signals by pedestrians is one of the most common causes of …

Are you in the mood to pass? A study on the interplay of psychological traits and traffic on young drivers' overtaking behavior on two-lane, two-way highways

B Sabek, FJ Srour, M El Mendelek… - … research part F: traffic …, 2024 - Elsevier
Overtaking maneuvers–the passing of a vehicle traveling in the same direction through use
of an opposing lane–on two-lane, two-way highways have significant implications on safety …

Analyzing driver's response to the yellow onset at signalized intersections

R Chahine, FJ Srour, MJ Sanchez-Ruiz… - … research part F: traffic …, 2022 - Elsevier
Intersections are critical points within the highway system at which the risk of crashes
increases. This study seeks to better understand drivers' behavior at an intersection by …

[HTML][HTML] International analysis on social and personal determinants of traffic violations and accidents employing logistic regression with elastic net regularization

Y Shiomi, A Toriumi, H Nakamura - IATSS research, 2022 - Elsevier
While the number of road fatalities is declining in developed countries, it is still increasing
globally, especially in middle-and low-income countries. In addition to the driver's individual …

A Novel Method for Illegal Driver Detection and Legal Driver Identification Using Multitask Learning Based LSTM Models for Real Time Applications

M Manoharan, K Muthukrishnan, G Balan… - Wireless Personal …, 2024 - Springer
Abstract The Industrial Internet of Things is becoming the novel driving force in the
automotive industry, assembly travel more suitable for individuals. Despite this, there are still …

An Efficient Deep Learning Model Based on Driver Behaviour Detection Within CAN-BUS Signals.

HM Gheni, LA Abdul-Rahaim - Revue d'Intelligence …, 2024 - search.ebscohost.com
Abstract Intelligent Transportation Systems (ITS) have extensively utilized driver behavior
monitoring systems to mitigate the risk of traffic accidents caused by factors such as …

Analyzing Drivers' Passing Decision on Two-Lane Two-Way Highways

B Sabek - 2022 - laur.lau.edu.lb
Passing maneuvers on rural two-lane highways have significant implications on safety,
highway performance, and traffic operations. This research seeks to better understand …

[PDF][PDF] A QUANTITATIVE ASSESSMENT OF PEOPLE'S COMPLIANCE WITH TRAFFIC LAW ENFORCEMENT TO MITIGATE ROAD CRASHES IN BANGLADESH

MZ Shahriar, AS Huq, L Afzal - researchgate.net
Road traffic crashes are a major ongoing global issue demanding a combined approach of
better infrastructure, stricter laws, and improved emergency care. This study conducts a …