no code implementations • 4 Apr 2024 • Fan Wu, Patrick Langer, Jinjoo Shim, Elgar Fleisch, Filipe Barata
The circadian rhythm metric acrophases, determined from commercial wearables using activity, heart rate, and temperature data, significantly correlated with the acrophase derived from Actigraph activities (r=0. 96, r=0. 87, r=0. 79; all p<0. 001) and chronotype questionnaire (r=-0. 66, r=-0. 73, r=-0. 61; all p<0. 001).
no code implementations • 9 Sep 2019 • Bernhard Gahr, Shu Liu, Kevin Koch, Filipe Barata, André Dahlinger, Benjamin Ryder, Elgar Fleisch, Felix Wortmann
Building upon existing work, we provide a novel approach for the design of the window length parameter that provides evidence that reliable driver identification can be achieved with data limited to the steering wheel only.