Title
Robust Data-Driven Framework for Driver Behavior Profiling Using Supervised Machine Learning
Abstract
Driver behavior profiling has been gaining increased attention due to its relevance in many applications. For instance, car insurance telematics and fleet management entities have been recently using smartphones’ embedded sensors, On-Board Diagnostics II (OBDII) units and other on-board IoT devices to collect data on vehicles’ behavior and evaluate the risk profile of drivers. In this context, thi...
Year
DOI
Venue
2022
10.1109/TITS.2020.3035700
IEEE Transactions on Intelligent Transportation Systems
Keywords
DocType
Volume
Vehicles,Smart phones,Predictive models,Machine learning algorithms,Insurance,Accidents,Sensors
Journal
23
Issue
ISSN
Citations 
4
1524-9050
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Abdalla Ebrahim Abdelrahman100.34
Hossam S. Hassanein210.69
Najah Abu Ali39313.87