MultiMix: a multi-task deep learning approach for travel mode identification with few GPS data

X Song, C Markos, JQ James - 2020 IEEE 23rd International …, 2020 - ieeexplore.ieee.org
Understanding how people choose to travel is essential for intelligent transportation
planning and related smart services. Recent advances in deep learning, coupled with the …

Prediction of human active mobility in rural areas: development and validity tests of three different approaches

G Klous, MEE Kretzschmar, RA Coutinho… - Journal of Exposure …, 2020 - nature.com
Background/aim Active mobility may play a relevant role in the assessment of environmental
exposures (eg traffic-related air pollution, livestock emissions), but data about actual mobility …

Step counts from satellites: Methods for integrating accelerometer and GPS data for more accurate measures of pedestrian travel

BM Wood, H Pontzer, JA Harris… - Journal for the …, 2020 - journals.humankinetics.com
The rapid adoption of lightweight activity tracking sensors demonstrates that precise
measures of physical activity hold great value for a wide variety of applications. The …

Affective aging on different time-scales

M Katana, PL Hill - Personality and healthy aging in adulthood: New …, 2020 - Springer
The study of affective aging provides unique insights into how personality influences healthy
aging, as well as the assessment challenges associated with capturing personality states …

Associations Between the PlayerLoad™ Metric and Common IMU-based Physical Activity-Related Measures of Human Movement

DB Dailey - 2020 - ir.library.oregonstate.edu
Over the last 60 years, supplemental strength and conditioning for improving sport
performance has gone from being nearly non-existent to a cornerstone feature of elite …

Improving our understanding of the influences of the environment on physical activity

L Smith - 2020 - repository.cam.ac.uk
Physical activity reduces the risk of many chronic diseases, and much of the population
would benefit from being more active. Public health strategies increasingly identify the …

Examining the association between cycling infrastructure and cycling: Baseline results from INTERACT Victoria

M Tobin - 2020 - research.library.mun.ca
The majority of Canadians are not meeting physical activity guidelines. Implementing
infrastructure that supports active transportation is an important intervention to increase …