Hagen Fritz

ScholarGPS® ID: 58062512222677

Affiliation

University of Texas at Austin, Austin, United States

Affiliation History

Field

Engineering and Computer Science

Discipline

Civil and Environmental Engineering

Top Specialties

Energy | Control Theory

Metrics Summary

Publication Count

Predicted Citations

412

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Information fusion of stationary, mobile, and wearable consumer-grade sensors to confidently estimate bedroom ventilation rates (journal article) Fritz, Hagen \| Wu, Congyu \| Novoselac, Atila \| Kinney, Kerry \| Nagy, Zoltan Building and Environment, volume 230 (2023). 10.1016/j.buildenv.2023.109997 Cited by (4) \| Cite \| Source
Evaluating machine learning models to classify occupants’ perceptions of their indoor environment and sleep quality from indoor air quality (journal article) Fritz, Hagen \| Tang, Mengjia \| Kinney, Kerry \| Nagy, Zoltan Journal of the Air & Waste Management Association, volume 72, issue 12, pages 1381-1397 (2022). 10.1080/10962247.2022.2105439 Cited by (4) \| Cite \| Source
Design, fabrication, and calibration of the Building EnVironment and Occupancy (BEVO) Beacon: A rapidly-deployable and affordable indoor environmental quality monitor (journal article) Fritz, Hagen \| Bastami, Sepehr \| Lin, Calvin \| Nweye, Kingsley \| To, Tung \| Chen, Lauren \| Le, Dung \| Ibarra, Angelina \| Zhang, Wendy \| Park, June Young \| ... \| Nagy, Zoltan Building and Environment, volume 222 (2022). 10.1016/j.buildenv.2022.109432 Cited by (7) \| Cite \| Source
Data fusion of mobile and environmental sensing devices to understand the effect of the indoor environment on measured and self-reported sleep quality (journal article) Fritz, Hagen \| Kinney, Kerry A. \| Wu, Congyu \| Schnyer, David M. \| Nagy, Zoltan Building and Environment, volume 214 (2022). 10.1016/j.buildenv.2022.108835 Cited by (15) \| Cite \| Source
circadian rhythms are not captured equal: Exploring Circadian metrics extracted by differentcomputational methods from smartphone accelerometer and GPS sensors in daily life tracking (journal article) Wu, Congyu \| McMahon, Megan \| Fritz, Hagen \| Schnyer, David M. DIGITAL HEALTH, volume 8 (2022). 10.1177/20552076221114201 Cited by (1) \| Cite \| Source
Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: A GPS-Focused Smartphone Sensing Study (journal article) Wu, Congyu \| Fritz, Hagen \| Miller, Melissa \| Craddock, Cameron \| Kinney, Kerry \| Castelli, Darla \| Schnyer, David Frontiers in Digital Health, volume 3 (2021). 10.3389/fdgth.2021.765972 Cited by (5) \| Cite \| Source
Comparison of machine learning methods to predict sleep quality from daytime activity and nightly bedroom environmental conditions (conference) Fritz, Hagen \| Wu, Congyu \| Kinney, Kerry \| Nagy, Zoltan BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2021) Coimbra Portugal 10.1145/3486611.3492227 Cite \| Source
Multi-modal data collection for measuring health, behavior, and living environment of large-scale participant cohorts (journal article) Wu, Congyu \| Fritz, Hagen \| Bastami, Sepehr \| Maestre, Juan P \| Thomaz, Edison \| Julien, Christine \| Castelli, Darla M \| de Barbaro, Kaya \| Bearman, Sarah Kate \| Harari, Gabriella M \| ... \| Nagy, Zoltan GigaScience, volume 10, issue 6 (2021). 10.1093/gigascience/giab044 Cited by (12) \| Cite \| Source
Indoor air quality and energy management in buildings using combined moving horizon estimation and model predictive control (journal article) Ganesh, Hari S. \| Seo, Kyeongjun \| Fritz, Hagen E. \| Edgar, Thomas F. \| Novoselac, Atila \| Baldea, Michael Journal of Building Engineering, volume 33 (2021). 10.1016/j.jobe.2020.101552 Cited by (24) \| Cite \| Source
Ecologically Valid Multimodal Data Collection (conference) Fritz, Hagen \| Nagy, Zoltan BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2020) Virtual Event Japan 10.1145/3408308.3431126 Cited by (2) \| Cite \| Source
Viability of a Dense, Low-Cost Particulate Matter Sensor Network (conference) Fritz, Hagen \| Lin, Calvin \| Nagy, Zoltan BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2020) Virtual Event Japan 10.1145/3408308.3431120 Cited by (1) \| Cite \| Source
A model-based dynamic optimization strategy for control of indoor air pollutants (journal article) Ganesh, Hari S. \| Fritz, Hagen E. \| Edgar, Thomas F. \| Novoselac, Atila \| Baldea, Michael Energy and Buildings, volume 195 (2019). 10.1016/j.enbuild.2019.04.022 Cited by (37) \| Cite \| Source
LightLearn: An adaptive and occupant centered controller for lighting based on reinforcement learning (journal article) Park, June Young \| Dougherty, Thomas \| Fritz, Hagen \| Nagy, Zoltan Building and Environment, volume 147 (2019). 10.1016/j.buildenv.2018.10.028 Cited by (151) \| Cite \| Source
On Optimizing Reservation-Based Intersection Controls (journal article) Levin, Michael W. \| Fritz, Hagen \| Boyles, Stephen D. IEEE Transactions on Intelligent Transportation Systems, volume 18, issue 3, pages 505-515 (2017). 10.1109/TITS.2016.2574948 Cited by (68) \| Cite \| Source \| Open Access