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Hagen Fritz
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Year
LightLearn: An adaptive and occupant centered controller for lighting based on reinforcement learning
JY Park, T Dougherty, H Fritz, Z Nagy
Building and Environment 147, 397-414, 2019
1452019
On optimizing reservation-based intersection controls
MW Levin, H Fritz, SD Boyles
IEEE Transactions on Intelligent Transportation Systems 18 (3), 505-515, 2016
832016
A model-based dynamic optimization strategy for control of indoor air pollutants
HS Ganesh, HE Fritz, TF Edgar, A Novoselac, M Baldea
Energy and Buildings 195, 168-179, 2019
362019
An assessment of autonomous vehicles: traffic impacts and infrastructure needs
K Kockelman, S Boyles, P Stone, D Fagnant, R Patel, MW Levin, ...
University of Texas at Austin. Center for Transportation Research, 2017
302017
An assessment of autonomous vehicles: traffic impacts and infrastructure needs
K Kockelman, S Boyles, P Stone, D Fagnant, R Patel, MW Levin, ...
University of Texas at Austin. Center for Transportation Research, 2017
302017
Indoor air quality and energy management in buildings using combined moving horizon estimation and model predictive control
HS Ganesh, K Seo, HE Fritz, TF Edgar, A Novoselac, M Baldea
Journal of Building Engineering 33, 101552, 2021
182021
Multi-modal data collection for measuring health, behavior, and living environment of large-scale participant cohorts
C Wu, H Fritz, S Bastami, JP Maestre, E Thomaz, C Julien, DM Castelli, ...
GigaScience 10 (6), giab044, 2021
132021
Data fusion of mobile and environmental sensing devices to understand the effect of the indoor environment on measured and self-reported sleep quality
H Fritz, KA Kinney, C Wu, DM Schnyer, Z Nagy
Building and Environment 214, 108835, 2022
102022
Bringing smart transport to Texans: ensuring the benefits of a connected and autonomous transport system in Texas--final report.
KM Kockelman, SD Boyles, P Avery, C Claudel, P Bansal, L Loftus-Otway, ...
Texas. Dept. of Transportation. Research and Technology Implementation Office, 2016
72016
Bringing Smart Transport to Texans: Ensuring the Benefits of a Connected and Autonomous Transport System in Texas
KM Kockelman, S Boyles, P Avery, C Claudel, L Loftus-Otway, D Fagnant, ...
72016
Design, fabrication, and calibration of the Building EnVironment and Occupancy (BEVO) Beacon: A rapidly-deployable and affordable indoor environmental quality monitor
H Fritz, S Bastami, C Lin, K Nweye, T To, L Chen, D Le, A Ibarra, W Zhang, ...
Building and Environment 222, 109432, 2022
52022
Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: a GPS-focused Smartphone Sensing Study
C Wu, H Fritz, M Miller, C Craddock, K Kinney, D Castelli, D Schnyer
Frontiers in Digital Health 3, 765972, 2021
32021
Ecologically valid multimodal data collection
H Fritz, Z Nagy
Proceedings of the 7th ACM International Conference on Systems for Energy …, 2020
22020
Evaluating machine learning models to classify occupants’ perceptions of their indoor environment and sleep quality from indoor air quality
H Fritz, M Tang, K Kinney, Z Nagy
Journal of the Air & Waste Management Association 72 (12), 1381-1397, 2022
12022
Ventilation and Indoor Air Quality in Residential Bedrooms
H Fritz
ASHRAE Transactions 127, 500-508, 2021
12021
Multi-modal data collection for measuring health, behavior, and living environment of large-scale participant cohorts: Conceptual framework and findings from deployments
C Wu, H Fritz, Z Nagy, JP Maestre, E Thomaz, C Julien, DM Castelli, ...
arXiv preprint arXiv:2010.08457, 2020
12020
LightLearn: Occupant centered lighting controller using reinforcement learning to adapt systems to humans
JY Park, T Dougherty, H Fritz, Z Nagy
12018
Information fusion of stationary, mobile, and wearable consumer-grade sensors to confidently estimate bedroom ventilation rates
H Fritz, C Wu, A Novoselac, K Kinney, Z Nagy
Building and Environment, 109997, 2023
2023
circadian rhythms are not captured equal: Exploring Circadian metrics extracted by differentcomputational methods from smartphone accelerometer and GPS sensors in daily life …
C Wu, M McMahon, H Fritz, DM Schnyer
Digital Health 8, 20552076221114201, 2022
2022
Indoor Environmental Quality and its Effects on Human Sleep Quality
H Fritz
ASHRAE Topical Conference Proceedings, 1-10, 2022
2022
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Articles 1–20