Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. - Keith Feldman; Louis Faust; Xian Wu 003; Chao Huang 001; Nitesh V. Chawla (BIRS-IMLKE, 2015)

Exploring Compliance: Observations from a Large Scale Fitbit Study. - Louis Faust; Rachael Purta; David Hachen; Aaron Striegel; Christian Poellabauer; Omar Lizardo; Nitesh V. Chawla (SocialSens@CPSWeek, 2017)

Placating plato with plates of pasta: An interactive tool for teaching the dining philosophers problem. - Justin DeBenedetto; Stephen Hutt; Louis Faust; Anqing Liu; Nathaniel Kremer-Herman (FIE, 2017)

RESTFul: Resolution-Aware Forecasting of Behavioral Time Series Data. - Xian Wu 003; Baoxu Shi; Yuxiao Dong; Chao Huang 001; Louis Faust; Nitesh V. Chawla (CIKM, 2018)

Quantifying Subjective Well-Being Using Trends in Weekend Activity. - Louis Faust; David Hachen; Omar Lizardo; Nitesh V. Chawla (ICHI, 2018)

Towards an Integrated mHealth Platform for Community-based Maternity Health Workers in Low-Income Communities. - Beenish Moalla Chaudhry; Louis Faust; Nitesh V. Chawla (PervasiveHealth, 2018)

Long-term Compliance Habits: What Early Data Tells Us. - Louis Faust; Priscilla Jiménez; David Hachen; Omar Lizardo; Aaron Striegel; Nitesh V. Chawla (CoRR, 2018)

Social Network Structure is Predictive of Health and Wellness. - Suwen Lin; Louis Faust; Pablo Robles-Granda; Nitesh V. Chawla (CoRR, 2018)

Development and Evaluation of a Web Application for Prenatal Care Coordinators in the United States. - Beenish Moalla Chaudhry; Louis Faust; Nitesh V. Chawla (DESRIST, 2019)

From Design to Development to Evaluation of a Pregnancy App for Low-Income Women in a Community-Based Setting. - Beenish M. Chaudhry; Louis Faust; Nitesh V. Chawla (MobileHCI, 2019)

What 30 Days Tells Us About 3 Years: Identifying Early Signs of User Abandonment and Non-Adherence. - Louis Faust; Priscilla Jiménez-Pazmino; James K. Holland; Omar Lizardo; David Hachen; Nitesh V. Chawla (PervasiveHealth, 2019)

MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data. - Suwen Lin; Louis Faust; Sidney D'Mello; Gonzalo J. Martínez; Nitesh V. Chawla (IEEE BigData, 2020)

Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams. - Gonzalo J. Martínez; Stephen M. Mattingly; Jessica Young; Louis Faust; Anind K. Dey; Andrew T. Campbell; Munmun De Choudhury; Shayan Mirjafari; Subigya K. Nepal; Pablo Robles-Granda; Koustuv Saha; Aaron D. Striegel (PerCom Workshops, 2020)

Deviations from normal bedtimes are associated with short-term increases in resting heart rate. - Louis Faust; Keith Feldman; Stephen M. Mattingly; David Hachen; Nitesh V. Chawla (npj Digit. Medicine, 2020)

Lan: Learning to Augment Noise Tolerance for Self-report Survey Labels. - Suwen Lin; Louis Faust; Nitesh V. Chawla (PerCom, 2021)

Examining Response to Negative Life Events Through Fitness Tracker Data. - Louis Faust; Keith Feldman; Suwen Lin; Stephen M. Mattingly; Sidney D'Mello; Nitesh V. Chawla (Frontiers Digit. Health, 2021)

Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers. - Brandon M. Booth; Hana Vrzakova; Stephen M. Mattingly; Gonzalo J. Martínez; Louis Faust; Sidney K. D'Mello (IEEE Trans. Affect. Comput., 2022)

Automatic Monitoring of High-Frequency Autoimmune Disorder Related Seizures with Wearable Devices. - Jie Cui; Andrea Duque Lopez; Gabriella Brinkmann; Boney Joseph; Louis Faust; Julianna Ethridge; Gregory A. Worrell; Divyanshu Dubey; Benjamin H. Brinkmann (EMBC, 2024)