The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review
ZE Abou Elassad, H Mousannif… - … Applications of Artificial …, 2020 - Elsevier
Driving Behavior (DB) is a complex concept describing how the driver operates the vehicle
in the context of the driving scene and surrounding environment. Recently, DB assessment …
in the context of the driving scene and surrounding environment. Recently, DB assessment …
Driving behavior analysis guidelines for intelligent transportation systems
MN Azadani, A Boukerche - IEEE transactions on intelligent …, 2021 - ieeexplore.ieee.org
The advent of in-vehicle networking systems as well as state-of-the-art sensors and
communication technologies have facilitated the collection of large volume and almost real …
communication technologies have facilitated the collection of large volume and almost real …
Driver behavior classification: a systematic literature review
Driver behavior is receiving increasing attention because of the staggering number of road
accidents. Many road safety reports regard human behavior as the most important factor in …
accidents. Many road safety reports regard human behavior as the most important factor in …
[PDF][PDF] Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches.
It has been observed that driver behavior has a direct and considerable impact upon factors
like fuel consumption, environmentally harmful emissions, and public safety, making it a key …
like fuel consumption, environmentally harmful emissions, and public safety, making it a key …
Driver behavior modeling toward autonomous vehicles: Comprehensive review
Driver behavior models have been used as input to self-coaching, accident prevention
studies, and developing driver-assisting systems. In recent years, driver behavior …
studies, and developing driver-assisting systems. In recent years, driver behavior …
[PDF][PDF] Driving pattern profiling and classification using deep learning
The last several decades have witnessed an exponential growth in the means of transport
globally, shrinking geographical distances and connecting the world. The automotive …
globally, shrinking geographical distances and connecting the world. The automotive …
Leveraging longitudinal driving behaviour data with data mining techniques for driving style analysis
Accurately understanding driving behaviour is of crucial importance for advanced driving
assistant systems such as adaptive cruise control system and intelligent forward collision …
assistant systems such as adaptive cruise control system and intelligent forward collision …
An efficient driver behavioral pattern analysis based on fuzzy logical feature selection and classification in big data analysis
In recent years, driver behavior analysis plays a vital role to enhance passenger coverage
and management resources in the smart transportation system. The real-world environment …
and management resources in the smart transportation system. The real-world environment …
[HTML][HTML] A review of intelligent driving style analysis systems and related artificial intelligence algorithms
GAM Meiring, HC Myburgh - Sensors, 2015 - mdpi.com
In this paper the various driving style analysis solutions are investigated. An in-depth
investigation is performed to identify the relevant machine learning and artificial intelligence …
investigation is performed to identify the relevant machine learning and artificial intelligence …
[HTML][HTML] Driving behaviour analysis using machine and deep learning methods for continuous streams of vehicular data
In the last few decades, vehicles are equipped with a plethora of sensors which can provide
useful measurements and diagnostics for both the vehicle's condition as well as the driver's …
useful measurements and diagnostics for both the vehicle's condition as well as the driver's …