Louis Faust

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 17

Top Topics

Multilabel Classification

Noise Tolerance

Top Venues

PervasiveHealth

Publications

Brandon M. Booth, Hana Vrzakova, Stephen M. Mattingly, Gonzalo J. Martínez, Louis Faust, Sidney K. D'Mello
Toward Robust Stress Prediction in the Age of Wearables: Modeling Perceived Stress in a Longitudinal Study With Information Workers. IEEE Trans. Affect. Comput. 13 (4) (2022)
Louis Faust, Keith Feldman, Suwen Lin, Stephen M. Mattingly, Sidney D'Mello, Nitesh V. Chawla
Examining Response to Negative Life Events Through Fitness Tracker Data. Frontiers Digit. Health 3 (2021)
Suwen Lin, Louis Faust, Nitesh V. Chawla
Lan: Learning to Augment Noise Tolerance for Self-report Survey Labels. PerCom (2021)
Louis Faust, Keith Feldman, Stephen M. Mattingly, David Hachen, Nitesh V. Chawla
Deviations from normal bedtimes are associated with short-term increases in resting heart rate. npj Digit. Medicine 3 (2020)
Suwen Lin, Louis Faust, Sidney D'Mello, Gonzalo J. Martínez, Nitesh V. Chawla
MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data. IEEE BigData (2020)
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
Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams. PerCom Workshops (2020)
Louis Faust, Priscilla Jiménez-Pazmino, James K. Holland, Omar Lizardo, David Hachen, Nitesh V. Chawla
What 30 Days Tells Us About 3 Years: Identifying Early Signs of User Abandonment and Non-Adherence. PervasiveHealth (2019)
Beenish M. Chaudhry, Louis Faust, Nitesh V. Chawla
From Design to Development to Evaluation of a Pregnancy App for Low-Income Women in a Community-Based Setting. MobileHCI (2019)
Beenish Moalla Chaudhry, Louis Faust, Nitesh V. Chawla
Development and Evaluation of a Web Application for Prenatal Care Coordinators in the United States. DESRIST (2019)
Louis Faust, Priscilla Jiménez, David Hachen, Omar Lizardo, Aaron Striegel, Nitesh V. Chawla
Long-term Compliance Habits: What Early Data Tells Us. CoRR (2018)
Suwen Lin, Louis Faust, Pablo Robles-Granda, Nitesh V. Chawla
Social Network Structure is Predictive of Health and Wellness. CoRR (2018)
Louis Faust, David Hachen, Omar Lizardo, Nitesh V. Chawla
Quantifying Subjective Well-Being Using Trends in Weekend Activity. ICHI (2018)
Xian Wu, Baoxu Shi, Yuxiao Dong, Chao Huang, Louis Faust, Nitesh V. Chawla
RESTFul: Resolution-Aware Forecasting of Behavioral Time Series Data. CIKM (2018)
Beenish Moalla Chaudhry, Louis Faust, Nitesh V. Chawla
Towards an Integrated mHealth Platform for Community-based Maternity Health Workers in Low-Income Communities. PervasiveHealth (2018)
Louis Faust, Rachael Purta, David Hachen, Aaron Striegel, Christian Poellabauer, Omar Lizardo, Nitesh V. Chawla
Exploring Compliance: Observations from a Large Scale Fitbit Study. SocialSens@CPSWeek (2017)
Keith Feldman, Louis Faust, Xian Wu, Chao Huang, Nitesh V. Chawla
Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. CoRR (2017)
Justin DeBenedetto, Stephen Hutt, Louis Faust, Anqing Liu, Nathaniel Kremer-Herman
Placating plato with plates of pasta: An interactive tool for teaching the dining philosophers problem. FIE (2017)
Keith Feldman, Louis Faust, Xian Wu, Chao Huang, Nitesh V. Chawla
Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. BIRS-IMLKE (2015)