Matias Quintana
National University of Singapore
H-index: 11
Asia-Singapore
Top articles of Matias Quintana
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight
Energy and Buildings
2024/5/1
A data-driven agent-based model of occupants’ thermal comfort behaviors for the planning of district-scale flexible work arrangements
Building and Environment
2024/4/9
Matias Quintana
H-Index: 5
Clayton Miller
H-Index: 14
Creating synthetic energy meter data using conditional diffusion and building metadata
arXiv preprint arXiv:2404.00525
2024/3/31
Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation
Applied Thermal Engineering
2024/1/5
Leveraging campus-scale Wi-Fi data for activity-based occupant modeling in urban energy applications
Journal of Physics: Conference Series
2023/11/1
Utilizing wearable technology to characterize and facilitate occupant collaborations in flexible workspaces
Journal of Physics: Conference Series
2023/11/1
Matias Quintana
H-Index: 5
Clayton Miller
H-Index: 14
The Building Data Genome Directory–An open, comprehensive data sharing platform for building performance research
Journal of Physics: Conference Series
2023/11/1
Ten questions concerning reinforcement learning for building energy management
Building and Environment
2023/8/1
Cohort comfort models—Using occupant’s similarity to predict personal thermal preference with less data
Building and Environment
2023/1/1
Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin Metrics
2023/11/15
Clayton Miller
H-Index: 14
Matias Quintana
H-Index: 5
Chun Fu
H-Index: 1
Adrian Chong
H-Index: 12
Filip Biljecki
H-Index: 23
From Personal Comfort to District Performance: Using Smartwatch and WiFi Data for Occupant-Driven Operation
2023/11/15
Matias Quintana
H-Index: 5
Clayton Miller
H-Index: 14
Enhancing Classification of Energy Meters with Limited Labels using a Semi-Supervised Generative Model
2023/11/15
Towards smartwatch-driven just-in-time adaptive interventions (JITAI) for building occupants
2022/11/9
Clayton Miller
H-Index: 14
Matias Quintana
H-Index: 5
From model-centric to data-centric: a practical MPC implementation framework for buildings
2022/11/9
ComfortLearn: Enabling agent-based occupant-centric building controls
2022/11/9
Green Mark Certified Buildings Metadata from Singapore: Dataset
2022/11/6
Personal comfort models based on a 6‐month experiment using environmental parameters and data from wearables
Indoor air
2022/11
Smartwatch-based ecological momentary assessments for occupant wellness and privacy in buildings
arXiv preprint arXiv:2208.06080
2022/8/12
Cohort-based personal comfort models for HVAC occupant-centric control
2021/11/17
Matias Quintana
H-Index: 5
The second ACM SIGEnergy workshop on reinforcement learning for energy management in buildings & cities (RLEM)
2021/11/17
Zoltan Nagy
H-Index: 23
Matias Quintana
H-Index: 5
Co-Authors
