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

•Framework to harness Basic Safety Messages generated by connected vehicles.•Instantaneous driving behavior analyzed using temporal driving volatilities.•Driving styles on different road types classified using machine learning methods.•Practical applications of driving performance evaluation propose...

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Bibliographic Details

Published in:	Transportation research. Part C, Emerging technologies Vol. 122; p. 102917
Main Authors:	Mohammadnazar, Amin, Arvin, Ramin, Khattak, Asad J.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2021
Subjects:	Basic safety message Big data Connected vehicles Driving style classification Location-based services Unsupervised machine learning Driving style classification Unsupervised machine learning Connected vehicles Big data Location-based services Basic safety message
ISSN:	0968-090X, 1879-2359
Online Access:	Get full text
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