Humans-as-a-sensor for buildings—intensive longitudinal indoor comfort models P Jayathissa, M Quintana, M Abdelrahman, C Miller Buildings 10 (10), 174, 2020 | 103 | 2020 |
Project Coolbit: can your watch predict heat stress and thermal comfort sensation? N Nazarian, S Liu, M Kohler, JKW Lee, C Miller, WTL Chow, SB Alhadad, ... Environmental Research Letters 16 (3), 034031, 2021 | 70 | 2021 |
Is your clock-face cozie? A smartwatch methodology for the in-situ collection of occupant comfort data P Jayathissa, M Quintana, T Sood, N Nazarian, C Miller Journal of Physics: Conference Series 1343 (1), 012145, 2019 | 64 | 2019 |
Balancing thermal comfort datasets: We GAN, but should we? M Quintana, S Schiavon, KW Tham, C Miller Proceedings of the 7th ACM International Conference on Systems for Energy …, 2020 | 36 | 2020 |
The Internet-of-Buildings (IoB)—Digital twin convergence of wearable and IoT data with GIS/BIM C Miller, M Abdelrahman, A Chong, F Biljecki, M Quintana, M Frei, ... Journal of Physics: Conference Series 2042 (1), 012041, 2021 | 35 | 2021 |
Ten questions concerning reinforcement learning for building energy management Z Nagy, G Henze, S Dey, J Arroyo, L Helsen, X Zhang, B Chen, ... Building and Environment 241, 110435, 2023 | 34 | 2023 |
Islands of misfit buildings: Detecting uncharacteristic electricity use behavior using load shape clustering M Quintana, P Arjunan, C Miller Building Simulation 14 (1), 119-130, 2021 | 29 | 2021 |
Occutherm: Occupant thermal comfort inference using body shape information J Francis, M Quintana, N Von Frankenberg, S Munir, M Bergés Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019 | 28 | 2019 |
Personal comfort models based on a 6‐month experiment using environmental parameters and data from wearables F Tartarini, S Schiavon, M Quintana, C Miller Indoor air 32 (11), e13160, 2022 | 22 | 2022 |
Cohort comfort models—Using occupant’s similarity to predict personal thermal preference with less data M Quintana, S Schiavon, F Tartarini, J Kim, C Miller Building and Environment 227, 109685, 2023 | 21 | 2023 |
The SDE4 Learning Trail: Crowdsourcing occupant comfort feedback at a net-zero energy building T Sood, M Quintana, P Jayathissa, M AbdelRahman, C Miller Journal of Physics: Conference Series 1343 (1), 012141, 2019 | 21 | 2019 |
Towards class-balancing human comfort datasets with gans M Quintana, C Miller Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019 | 12 | 2019 |
Longitudinal personal thermal comfort preference data in the wild M Quintana, M Abdelrahman, M Frei, F Tartarini, C Miller Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021 | 11 | 2021 |
Dataset: Inferring thermal comfort using body shape information utilizing depth sensors S Munir, J Francis, M Quintana, N Frankenberg, M Bergés Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 13-15, 2019 | 10 | 2019 |
Design and implementation of a low-cost arduino-based high-frequency ac waveform meter board for the raspberry pi M Quintana, H Lange, M Bergés Proceedings of the 4th acm international conference on systems for energy …, 2017 | 10 | 2017 |
Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation C Fu, M Quintana, Z Nagy, C Miller Applied Thermal Engineering 236, 121545, 2024 | 9 | 2024 |
Differences in thermal comfort state transitional time among comfort preference groups P Sae-Zhang, M Quintana, C Miller | 8 | 2020 |
FORK: Fine grained Occupancy estimatoR using Kinect on ARM embedded platforms S Munir, L Tran, J Francis, C Shelton, RS Arora, C Hesling, M Quintana, ... Proceedings of the 4th ACM International Conference on Systems for Energy …, 2017 | 8 | 2017 |
ComfortLearn: Enabling agent-based occupant-centric building controls M Quintana, Z Nagy, F Tartarini, S Schiavon, C Miller Proceedings of the 9th ACM International Conference on Systems for Energy …, 2022 | 7 | 2022 |
ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles M Quintana, T Stoeckmann, JY Park, M Turowski, V Hagenmeyer, C Miller Energy and Buildings 265, 112096, 2022 | 7 | 2022 |