Clusters of driving behavior from observational smartphone data
J Warren, J Lipkowitz, V Sokolov - IEEE Intelligent …, 2019 - ieeexplore.ieee.org
Understanding driving behaviors is essential for improving safety and mobility of our
transportation systems. Data is usually collected via simulator-based studies or naturalistic …
transportation systems. Data is usually collected via simulator-based studies or naturalistic …
Driver identification using vehicle acceleration and deceleration events from naturalistic driving of older drivers
Driving is a common task that involves skill and individual preferences that can differ
between drivers. The unique driving behaviours can be beneficial for differentiating drivers …
between drivers. The unique driving behaviours can be beneficial for differentiating drivers …
Naturalistic driving: a framework and advances in using big data
Driving is an activity that facilitates physical, cognitive, and social stimulation in older adults,
ultimately leading to better physical and cognitive health. However, aging is associated with …
ultimately leading to better physical and cognitive health. However, aging is associated with …
Impact of health differences and longitudinal changes on deceleration driving patterns in older adult drivers
Naturalistic in-car driving informatics provides opportunities to identify links between driving
behaviours and cognitive and physical health status. The coefficient of variation was used to …
behaviours and cognitive and physical health status. The coefficient of variation was used to …
Measurement of distinguishing features of stable cognitive and physical health older drivers
This paper presents the analysis of all driving during 1 year by 14 older drivers from the
Candrive study. Data analytic techniques have been applied to this unique big data set that …
Candrive study. Data analytic techniques have been applied to this unique big data set that …
Trip-based measures of naturalistic driving: considerations and connections with cognitive status in older adult drivers
Older adult drivers can experience age-related health declines, particularly cognitive health,
that can negatively impact driving performance and lead to driver license revocation. The …
that can negatively impact driving performance and lead to driver license revocation. The …
Driver unique acceleration behaviours and stability over two years
The identification of characteristic individual driving behaviours is an emerging challenge
that occurs within longitudinal studies of drivers to distinguish different drivers of a shared …
that occurs within longitudinal studies of drivers to distinguish different drivers of a shared …
Variation in acceleration driving patterns as a measure of older adult health status
The evaluation of older adult in-car driving data and identification of appropriate driving
measures could lead to a better understanding of unsafe driving behaviors and associations …
measures could lead to a better understanding of unsafe driving behaviors and associations …
Driving destination measures in older adult drivers with differing health statuses
Older adult drivers experience age-related health declines that can negatively impact driving
performance and lead to driver license revocation. The investigation and measurement of …
performance and lead to driver license revocation. The investigation and measurement of …
Cognition assessment: A framework for episodic measurement
This paper presents a framework for episodic cognition assessment to augment the current
discrete assessment methods used to diagnose Mild Cognitive Impairment (MCI)/dementia …
discrete assessment methods used to diagnose Mild Cognitive Impairment (MCI)/dementia …