Louis Faust
Louis Faust
Bestätigte E-Mail-Adresse bei nd.edu
Titel
Zitiert von
Zitiert von
Jahr
Restful: Resolution-aware forecasting of behavioral time series data
X Wu, B Shi, Y Dong, C Huang, L Faust, NV Chawla
Proceedings of the 27th ACM International Conference on Information and …, 2018
242018
Exploring compliance: Observations from a large scale Fitbit study
L Faust, R Purta, D Hachen, A Striegel, C Poellabauer, O Lizardo, ...
Proceedings of the 2nd International Workshop on Social Sensing, 55-60, 2017
242017
Findings from a mobile application–based cohort are consistent with established knowledge of the menstrual cycle, fertile window, and conception
L Faust, D Bradley, E Landau, K Noddin, LV Farland, A Baron, A Wolfberg
Fertility and sterility 112 (3), 450-457. e3, 2019
202019
Beyond volume: the impact of complex healthcare data on the machine learning pipeline
K Feldman, L Faust, X Wu, C Huang, NV Chawla
Towards integrative machine learning and knowledge extraction, 150-169, 2017
122017
Social network structure is predictive of health and wellness
S Lin, L Faust, P Robles-Granda, T Kajdanowicz, NV Chawla
PloS one 14 (6), e0217264, 2019
92019
Deviations from normal bedtimes are associated with short-term increases in resting heart rate
L Faust, K Feldman, SM Mattingly, D Hachen, NV Chawla
NPJ digital medicine 3 (1), 1-9, 2020
72020
Improved sleep detection through the fusion of phone agent and wearable data streams
GJ Martinez, SM Mattingly, J Young, L Faust, AK Dey, AT Campbell, ...
2020 IEEE International Conference on Pervasive Computing and Communications …, 2020
52020
Examining the weekend effect across ICU performance metrics
L Faust, K Feldman, NV Chawla
Critical Care 23 (1), 1-9, 2019
42019
From Design to Development to Evaluation of a Pregnancy App for Low-Income Women in a Community-Based Setting
BM Chaudhry, L Faust, NV Chawla
Proceedings of the 21st International Conference on Human-Computer …, 2019
32019
Physical activity trend extraction: a framework for extracting moderate-vigorous physical activity trends from wearable fitness tracker data
L Faust, C Wang, D Hachen, O Lizardo, NV Chawla
JMIR mHealth and uHealth 7 (3), e11075, 2019
22019
Development and Evaluation of a Web Application for Prenatal Care Coordinators in the United States
BM Chaudhry, L Faust, NV Chawla
International Conference on Design Science Research in Information Systems …, 2019
12019
What 30 Days Tells Us About 3 Years: Identifying Early Signs of User Abandonment and Non-Adherence
L Faust, P Jiménez-Pazmino, JK Holland, O Lizardo, D Hachen, ...
Proceedings of the 13th EAI International Conference on Pervasive Computing …, 2019
12019
Towards an Integrated mHealth Platform for Community-based Maternity Health Workers in Low-Income Communities
BM Chaudhry, L Faust, NV Chawla
Proceedings of the 12th EAI International Conference on Pervasive Computing …, 2018
12018
Examining Response to Negative Life Events through Fitness Tracker Data
L Faust, K Feldman, S Lin, S Mattingly, S D'Mello, NV Chawla
Frontiers in Digital Health 3, 37, 2021
2021
MBead: Semi-supervised Multilabel Behaviour Anomaly Detection on Multivariate Temporal Sensory Data
S Lin, L Faust, S D’Mello, G Martinez, NV Chawla
2020 IEEE International Conference on Big Data (Big Data), 1089-1096, 2020
2020
Modeling Physiological and Behavioral Data Streams Towards Health Insights
L Faust
University Of Notre Dame, 2020
2020
Caution should be taken when using electronic health record database Response
L Faust, K Feldman, NV Chawla
CRITICAL CARE 23 (1), 2019
2019
Quantifying Subjective Well-Being Using Trends in Weekend Activity
L Faust, D Hachen, O Lizardo, NV Chawla
2018 IEEE International Conference on Healthcare Informatics (ICHI), 123-129, 2018
2018
Long-term Compliance Habits: What Early Data Tells Us
L Faust, P Jiménez, D Hachen, O Lizardo, A Striegel, NV Chawla
arXiv preprint arXiv:1804.04256, 2018
2018
Learning Algorithms in mHealth Applications
L Faust
2018
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