no code implementations • 20 Jan 2024 • Maryam Khalid, Elizabeth B. Klerman, Andrew W. McHill, Andrew J. K. Phillips, Akane Sano
Monitoring and predicting sleep behavior with ubiquitous sensors may therefore assist in both sleep management and tracking of related health conditions.
no code implementations • 20 Aug 2019 • Cheng Wan, Andrew W. McHill, Elizabeth Klerman, Akane Sano
The results using data from 207 undergraduates show that our two-step model with two time-scale features has statistically significantly lower root-mean-square errors than models that use either daily sampled data or frequently sampled data.