Measurement of users' well-being through domotic sensors and machine learning algorithms
S Casaccia, L Romeo, A Calvaresi… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
This paper proposes a specific domotic sensor network to measure the well-being of elderly
people in private home environments through Machine Learning (ML) algorithms trained …
people in private home environments through Machine Learning (ML) algorithms trained …
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 …
The Role of Big Data in Aging and Older People's Health Research: A Systematic Review and Ecological Framework
X Zhang, X Gao, D Wu, Z Xu, H Wang - Sustainability, 2021 - mdpi.com
Big data has been prominent in studying aging and older people's health. It has promoted
modeling and analyses in biological and geriatric research (like cellular senescence) …
modeling and analyses in biological and geriatric research (like cellular senescence) …
Detecting cognitive ability changes in patients with moderate dementia using a modified “whack-a-mole” game
This paper presents the results from a one-year study of 12 patients with moderate dementia
in an adult day program who played a novel whack-a-mole game-based measurement …
in an adult day program who played a novel whack-a-mole game-based measurement …
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 …
[HTML][HTML] A data–information–knowledge cycle for modeling driving behavior
C Al Haddad, C Antoniou - … research part F: traffic psychology and …, 2022 - Elsevier
When talking about automation,“autonomous vehicles”, often abbreviated as AVs, come to
mind. In transitioning from the “driver” mode to the different automation levels, there is an …
mind. In transitioning from the “driver” mode to the different automation levels, there is an …
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 …
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 …