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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Vydáno v:	Transportation research. Part C, Emerging technologies Ročník 122; s. 102917
Hlavní autoři:	Mohammadnazar, Amin, Arvin, Ramin, Khattak, Asad J.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.01.2021
Témata:	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
On-line přístup:	Získat plný text
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