publications
Conferences and Journal papers
Conferences
Longitudinal Personal Thermal Comfort Preference Data in the Wild
Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems, 2021. |
The Internet-of-Buildings (IoB) \textendash Digital Twin Convergence of Wearable and IoT Data with GIS / BIM
CISBAT 2021 - Carbon Neutral Cities - Energy Efficiency \& Renewables in the Digital Era, EPFL, 2021. |
Project Coolbit: Can Your Watch Predict Heat Stress and Thermal Comfort Sensation?
Environ. Res. Lett., 2021. |
Cohort-Based Personal Comfort Models for HVAC Occupant-Centric Control
Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2021. |
Balancing Thermal Comfort Datasets: We GAN, but Should We?
Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2020. |
Differences in Thermal Comfort State Transitional Time among Comfort Preference Groups
16th Conference of the International Society of Indoor Air Quality and Climate: Creative and Smart Solutions for Better Built Environments, Indoor Air 2020, 2020. |
Is Your Clock-Face Cozie ? A Smartwatch Methodology for the in-Situ Collection of Occupant Comfort Data
CISBAT2019 Climate Resilient Buildings - Energy Efficiency \& Renewables in the Digital Era, 2019. |
Dataset : Occupancy Detection , Tracking , and Estimation Using a Vertically Mounted Depth Sensor
DATA'19 Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019. |
Dataset : Inferring Thermal Comfort Using Body Shape Information Utilizing Depth Sensors
DATA'19 Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019. |
Poster Abstract: Towards Class-Balancing Human Comfort Datasets with GANs
BuildSys '19 Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Built Environments, 2019. |
Twenty Years of Building Simulation Trends : Text Mining and Topic Modeling of the BLDG-SIM Email List Archive Topic Modeling of the BLDG-SIM Email List Archive
IBPSA2019 Proceedings of the International Building Performance Simulation Association, 2019. |
Project CoolBit Updates : Personal Thermal Comfort Assessments Using Wearable Devices
Geophysical Research Abstracts, 2019. |
The SDE4 Learning Trail: Crowdsourcing Occupant Comfort Feedback at a Net-Zero Energy Building
CISBAT2019 Climate Resilient Buildings - Energy Efficiency \& Renewables in the Digital Era, 2019. |
OccuTherm : Occupant Thermal Comfort Inference Using Body Shape Information
BuildSys '19 Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Built Environments], 2019. |
Demo: FORK: Fine Grained Occupancy estimatoR Using Kinect on ARM Embedded Platforms
BuildSys '17 Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments], 2017. |
Demo: Design and Implementation of a Low-cost Arduino-based High-Frequency AC Waveform Meter Board for the Raspberry Pi
BuildSys '17 Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017. |
A Comparison of Digital Modelling Techniques Analyzing a Section of Qhapaq \~Nan
2015 Digital Heritage, 2015. |
Journals
ALDI++: Automatic and Parameter-Less Discord and Outlier Detection for Building Energy Load Profiles
Energy & Buildings, 2022. |
Humans-as-a-Sensor for Buildings: Intensive Longitudinal Indoor Comfort Models
Buildings 10(174), 2020. |
Islands of Misfit Buildings: Detecting Uncharacteristic Electricity Use Behavior Using Load Shape Clustering
Building Simulation, 2019. |