Hagen Fritz

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 8

Top Topics

Machine Learning

Multimodal Data

Environmental Conditions

Top Venues

BuildSys@SenSys

Frontiers Digit. Health

IEEE Trans. Intell. Transp. Syst.

Publications

Congyu Wu, Megan McMahon, Hagen Fritz, David M. Schnyer
Circadian Rhythms are Not Captured Equal: Exploring Circadian Metrics Extracted by Different Computational Methods from Smartphone Accelerometer and GPS Sensors in Daily Life Tracking. CoRR (2021)
Hagen Fritz, Congyu Wu, Kerry A. Kinney, Zoltán Nagy
Comparison of machine learning methods to predict sleep quality from daytime activity and nightly bedroom environmental conditions. BuildSys@SenSys (2021)
Congyu Wu, Hagen Fritz, R. Cameron Craddock, Kerry A. Kinney, Darla M. Castelli, David M. Schnyer
Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: a GPS-focused Smartphone Sensing Study. CoRR (2021)
Congyu Wu, Hagen Fritz, Melissa Miller, R. Cameron Craddock, Kerry A. Kinney, Darla M. Castelli, David M. Schnyer
Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: A GPS-Focused Smartphone Sensing Study. Frontiers Digit. Health 3 (2021)
Hagen Fritz, Calvin Lin, Zoltán Nagy
Viability of a Dense, Low-Cost Particulate Matter Sensor Network. BuildSys@SenSys (2020)
Hagen Fritz, Zoltán Nagy
Ecologically Valid Multimodal Data Collection. BuildSys@SenSys (2020)
Congyu Wu, Hagen Fritz, Zoltán Nagy, Juan P. Maestre, Edison Thomaz, Christine Julien, Darla M. Castelli, Kaya de Barbaro, Gabriella M. Harari, R. Cameron Craddock, Kerry A. Kinney, Samuel D. Gosling, David M. Schnyer
Multi-Modal Data Collection for Measuring Health, Behavior, and Living Environment of Large-Scale Participant Cohorts: Conceptual Framework and Findings from Deployments. CoRR (2020)
Michael W. Levin, Hagen Fritz, Stephen D. Boyles
On Optimizing Reservation-Based Intersection Controls. IEEE Trans. Intell. Transp. Syst. 18 (3) (2017)