Driving style recognition provides an effective way to understand human driving behaviors
and thereby plays an important role in the automotive sector. However, most works fail to …

Driver driving style plays an important role in vehicle energy management as well as driving
safety. Furthermore, it is key for advance driver assistance systems development, toward …

This paper aims to establish a driving style recognition method that is highly accurate, fast
and generalizable, considering the lack of data types in driving style classification task and …

The driving style of human automobile drivers plays a vital role in vehicle energy
management and driving safety. Human drivers often exhibit different driving styles during …

Purpose-An individual's driving style significantly affects overall traffic safety. However,
driving style is difficult to identify due to temporal and spatial differences and scene …

Driving style recognition plays a key role in ensuring driving safety and improving vehicle
traffic efficiency. With the development of sensing technology, data-driven methods are more …

Accurate classification and the effective recognition of driving styles are critical for improving
control performance of the vehicle powertrain. In this research, a set of driving style …

Identifying driving styles using classification models with in-vehicle data can provide
automated feedback to drivers on their driving behavior, particularly if they are driving safely …

Driving style recognition plays a crucial role in eco‐driving, road safety, and intelligent
vehicle control. This study proposes a statistical‐based recognition method to deal with …

More and more Advanced Driver Assistance Systems (ADAS) are entering the market for
improving both driving safety and comfort. To improve the system performance, in particular …