Classifying travelers' driving style using basic safety messages generated by connected vehicles: Application of unsupervised machine learning

A Mohammadnazar, R Arvin, AJ Khattak - Transportation research part C …, 2021 - Elsevier
Driving style can substantially impact mobility, safety, energy consumption, and vehicle
emissions. While a range of methods has been used in the past for driving style …

Integration of automated vehicles in mixed traffic: Evaluating changes in performance of following human-driven vehicles

I Mahdinia, A Mohammadnazar, R Arvin… - Accident Analysis & …, 2021 - Elsevier
Abstract The introduction of Automated Vehicles (AVs) into the transportation network is
expected to improve system performance, but the impacts of AVs in mixed traffic streams …

Incorporating driving volatility measures in safety performance functions: Improving safety at signalized intersections

A Mohammadnazar, AL Patwary, N Moradloo… - Accident analysis & …, 2022 - Elsevier
About 40 percent of motor vehicle crashes in the US are related to intersections. To deal with
such crashes, Safety Performance Functions (SPFs) are vital elements of the predictive …

Estimating freeway level-of-service using crowdsourced data

N Hoseinzadeh, Y Gu, LD Han, C Brakewood… - Informatics, 2021 - mdpi.com
In traffic operations, the aim of transportation agencies and researchers is typically to reduce
congestion and improve safety. To attain these goals, agencies need continuous and …

Safety monitoring system of CAVs considering the trade-off between sampling interval and data reliability

S Tak, S Choi - Sensors, 2022 - mdpi.com
The safety of urban transportation systems is considered a public health issue worldwide,
and many researchers have contributed to improving it. Connected automated vehicles …

NLP-enabled trajectory map-matching in urban road networks using transformer sequence-to-sequence model

S Mohammadi, AW Smyth - arXiv preprint arXiv:2404.12460, 2024 - arxiv.org
Large-scale geolocation telematics data acquired from connected vehicles has the potential
to significantly enhance mobility infrastructures and operational systems within smart cities …

Exploring potential impacts of connected and automated vehicle technologies

I Mahdinia - 2021 - trace.tennessee.edu
Connected and automated vehicle technologies have the potential to significantly improve
transportation system performance. In particular, advanced driver-assistance systems …

EFEITOS INICIAIS DA PANDEMIA SOBRE O AGRONEGÓCIO BRASILEIRO EM REPORTAGENS NACIONAIS/INITIAL EFFECTS OF THE PANDEMIC ON BRAZILIAN …

AM Araujo, CPS Finocchio, HM Brun… - Informe …, 2023 - e-revista.unioeste.br
O surgimento do Covid-19 mudou significativamente as notícias veiculadas nas mídias
tradicionais e na web. Preocupações como cozinhar em casa ou pedir alimentos por …

Estimating Freeway Level-of-Service Using Crowdsourced Data. Informatics 2021, 8, 17

N Hoseinzadeh, Y Gu, LD Han, C Brakewood… - 2021 - search.proquest.com
In traffic operations, the aim of transportation agencies and researchers is typically to reduce
congestion and improve safety. To attain these goals, agencies need continuous and …