Search Results for author: Andrew W. McHill

Found 2 papers, 0 papers with code

SleepNet: Attention-Enhanced Robust Sleep Prediction using Dynamic Social Networks

no code implementations20 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.

Management

Sensor-Based Estimation of Dim Light Melatonin Onset (DLMO) Using Features of Two Time Scales

no code implementations20 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.

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