Robust Automated Human Activity Recognition and Its Application to Sleep Research. - Aarti Sathyanarayana; Ferda Ofli; Luis Fernández-Luque; Jaideep Srivastava; Ahmed K. Elmagarmid; Teresa Arora; Shahrad Taheri (ICDM Workshops, 2016)

Impact of Physical Activity on Sleep: A Deep Learning Based Exploration. - Aarti Sathyanarayana; Shafiq R. Joty; Luis Fernández-Luque; Ferda Ofli; Jaideep Srivastava; Ahmed K. Elmagarmid; Shahrad Taheri; Teresa Arora (CoRR, 2016)

Benchmark on a large cohort for sleep-wake classification with machine learning techniques. - João R. M. Palotti; Raghvendra Mall; Michaël Aupetit 001; Michael Rueschman; Meghna Singh; Aarti Sathyanarayana; Shahrad Taheri; Luis Fernández-Luque (npj Digit. Medicine, 2019)

The future of sleep health: a data-driven revolution in sleep science and medicine. - Ignacio Perez-Pozuelo; Bing Zhai; João R. M. Palotti; Raghvendra Mall; Michaël Aupetit 001; Juan M. Garcia-Gomez; Shahrad Taheri; Yu Guan; Luis Fernández-Luque (npj Digit. Medicine, 2020)