Matias Quintana

According to our database, Matias Quintana authored at least 25 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight.

Antonio Liguori, Matias Quintana, Chun Fu, Clayton Miller, Jérôme Frisch, Christoph van Treeck

CoRR, 2023

Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation.

Chun Fu, Matias Quintana, Zoltán Nagy, Clayton Miller

CoRR, 2023

Utilizing wearable technology to characterize and facilitate occupant collaborations in flexible workspaces.

Kristi Maisha, Mario Frei, Matias Quintana, Yun Xuan Chua, Rishee Jain, Clayton Miller

CoRR, 2023

From Personal Comfort to District Performance: Using Smartwatch and WiFi Data for Occupant-Driven Operation.

Martín Mosteiro-Romero, Matias Quintana, Clayton Miller, Rudi Stouffs

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin Metrics.

Clayton Miller, Matias Quintana, Mario Frei, Yun Xuan Chua, Chun Fu, Bianca Picchetti, Winston Yap, Adrian Chong, Filip Biljecki

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Enhancing Classification of Energy Meters with Limited Labels using a Semi-Supervised Generative Model.

Chun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

2022

Smartwatch-based ecological momentary assessments for occupant wellness and privacy in buildings.

Clayton Miller, Renee Christensen, Jin Kai Leong, Mahmoud Abdelrahman, Federico Tartarini, Matias Quintana, Andre Matthias Müller, Mario Frei

CoRR, 2022

Cohort comfort models - Using occupants' similarity to predict personal thermal preference with less data.

Matias Quintana, Stefano Schiavon, Federico Tartarini, Joyce Kim, Clayton Miller

CoRR, 2022

ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles.

Matias Quintana, Till Stoeckmann, June Young Park, Marian Turowski, Veit Hagenmeyer, Clayton Miller

CoRR, 2022

From model-centric to data-centric: a practical MPC implementation framework for buildings.

Sicheng Zhan, Matias Quintana, Clayton Miller, Adrian Chong

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Green Mark Certified Buildings Metadata from Singapore: Dataset.

Yi Ting Teo, Matias Quintana, Muhammad Zikry Bin Sabarudin, Charlene Tan, Adrian Chong, Clayton Miller

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

ComfortLearn: enabling agent-based occupant-centric building controls.

Matias Quintana, Zoltán Nagy, Federico Tartarini, Stefano Schiavon, Clayton Miller

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Towards smartwatch-driven just-in-time adaptive interventions (JITAI) for building occupants.

Clayton Miller, Yun Xuan Chua, Mario Frei, Matias Quintana

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2021

Longitudinal personal thermal comfort preference data in the wild.

Matias Quintana, Mahmoud Abdelrahman, Mario Frei, Federico Tartarini, Clayton Miller

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Cohort-based personal comfort models for HVAC occupant-centric control.

Matias Quintana

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

The second ACM SIGEnergy workshop on reinforcement learning for energy management in buildings & cities (RLEM).

Zoltán Nagy, June Young Park, Ján Drgona, Matias Quintana

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

2020

Humans-as-a-sensor for buildings: Intensive longitudinal indoor comfort models.

Prageeth Jayathissa, Matias Quintana, Mahmoud Abdelrahman, Clayton Miller

CoRR, 2020

Balancing thermal comfort datasets: We GAN, but should we?

Matias Quintana, Stefano Schiavon, Kwok Wai Tham, Clayton Miller

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

2019

Towards Class-Balancing Human Comfort Datasets with GANs.

Matias Quintana, Clayton Miller

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Dataset: Inferring Thermal Comfort using Body Shape Information Utilizing Depth Sensors.

Sirajum Munir, Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Mario Bergés

Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019

OccuTherm: Occupant Thermal Comfort Inference using Body Shape Information.

Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Sirajum Munir, Mario Bergés

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Dataset: Occupancy Detection, Tracking, and Estimation Using a Vertically Mounted Depth Sensor.

Fabricio Flores, Sirajum Munir, Matias Quintana, Anand Krishnan Prakash, Mario Bergés

Proceedings of the 2nd Workshop on Data Acquisition To Analysis, 2019

2017

Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi.

Matias Quintana, Henning Lange, Mario Bergés

Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

FORK: fine grained occupancy estimatoR using kinect on ARM embedded platforms.

Sirajum Munir, Le Tran, Jonathan Francis, Charles Shelton, Ripudaman Singh Arora, Craig Hesling, Matias Quintana, Anand Krishnan Prakash, Anthony Rowe, Mario Berges

Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 2017

2015

A comparison of digital modelling techniques analyzing a section of Qhapaq Ñan.

Saúl Retamozo, Diego Arce, Rafael Aguilar, Fernando Zvietcovich, Matias Quintana, Benjamín Castañeda, Sergio Ángeles

Proceedings of the 2nd Digital Heritage International Congress, 2015