Matias Quintana

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 26

Top Topics

Data Imputation

Supervised And Unsupervised Learning

Energy Management

Top Venues

BuildSys@SenSys

Publications

Chun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller
Creating synthetic energy meter data using conditional diffusion and building metadata. CoRR (2024)
Martín Mosteiro-Romero, Matias Quintana, Clayton Miller, Rudi Stouffs
From Personal Comfort to District Performance: Using Smartwatch and WiFi Data for Occupant-Driven Operation. BuildSys@SenSys (2023)
Antonio Liguori, Matias Quintana, Chun Fu, Clayton Miller, Jérôme Frisch, Christoph van Treeck
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight. CoRR (2023)
Clayton Miller, Matias Quintana, Mario Frei, Yun Xuan Chua, Chun Fu, Bianca Picchetti, Winston Yap, Adrian Chong, Filip Biljecki
Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin Metrics. BuildSys@SenSys (2023)
Chun Fu, Matias Quintana, Zoltán Nagy, Clayton Miller
Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation. CoRR (2023)
Chun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller
Enhancing Classification of Energy Meters with Limited Labels using a Semi-Supervised Generative Model. BuildSys@SenSys (2023)
Kristi Maisha, Mario Frei, Matias Quintana, Yun Xuan Chua, Rishee Jain, Clayton Miller
Utilizing wearable technology to characterize and facilitate occupant collaborations in flexible workspaces. CoRR (2023)
Clayton Miller, Yun Xuan Chua, Mario Frei, Matias Quintana
Towards smartwatch-driven just-in-time adaptive interventions (JITAI) for building occupants. BuildSys@SenSys (2022)
Clayton Miller, Renee Christensen, Jin Kai Leong, Mahmoud Abdelrahman, Federico Tartarini, Matias Quintana, Andre Matthias Müller, Mario Frei
Smartwatch-based ecological momentary assessments for occupant wellness and privacy in buildings. CoRR (2022)
Matias Quintana, Stefano Schiavon, Federico Tartarini, Joyce Kim, Clayton Miller
Cohort comfort models - Using occupants' similarity to predict personal thermal preference with less data. CoRR (2022)
Matias Quintana, Till Stoeckmann, June Young Park, Marian Turowski, Veit Hagenmeyer, Clayton Miller
ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles. CoRR (2022)
Matias Quintana, Zoltán Nagy, Federico Tartarini, Stefano Schiavon, Clayton Miller
ComfortLearn: enabling agent-based occupant-centric building controls. BuildSys@SenSys (2022)
Yi Ting Teo, Matias Quintana, Muhammad Zikry Bin Sabarudin, Charlene Tan, Adrian Chong, Clayton Miller
Green Mark Certified Buildings Metadata from Singapore: Dataset. SenSys (2022)
Sicheng Zhan, Matias Quintana, Clayton Miller, Adrian Chong
From model-centric to data-centric: a practical MPC implementation framework for buildings. BuildSys@SenSys (2022)
Matias Quintana, Mahmoud Abdelrahman, Mario Frei, Federico Tartarini, Clayton Miller
Longitudinal personal thermal comfort preference data in the wild. SenSys (2021)
Matias Quintana
Cohort-based personal comfort models for HVAC occupant-centric control. BuildSys@SenSys (2021)
Zoltán Nagy, June Young Park, Jan Drgona, Matias Quintana
The second ACM SIGEnergy workshop on reinforcement learning for energy management in buildings & cities (RLEM). BuildSys@SenSys (2021)
Prageeth Jayathissa, Matias Quintana, Mahmoud Abdelrahman, Clayton Miller
Humans-as-a-sensor for buildings: Intensive longitudinal indoor comfort models. CoRR (2020)
Matias Quintana, Stefano Schiavon, Kwok Wai Tham, Clayton Miller
Balancing thermal comfort datasets: We GAN, but should we? CoRR (2020)
Matias Quintana, Stefano Schiavon, Kwok Wai Tham, Clayton Miller
Balancing thermal comfort datasets: We GAN, but should we? BuildSys@SenSys (2020)
Matias Quintana, Clayton Miller
Towards Class-Balancing Human Comfort Datasets with GANs. BuildSys@SenSys (2019)
Fabricio Flores, Sirajum Munir, Matias Quintana, Anand Krishnan Prakash, Mario Bergés
Dataset: Occupancy Detection, Tracking, and Estimation Using a Vertically Mounted Depth Sensor. DATA@SenSys (2019)
Sirajum Munir, Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Mario Bergés
Dataset: Inferring Thermal Comfort using Body Shape Information Utilizing Depth Sensors. DATA@SenSys (2019)
Jonathan Francis, Matias Quintana, Nadine von Frankenberg, Sirajum Munir, Mario Bergés
OccuTherm: Occupant Thermal Comfort Inference using Body Shape Information. BuildSys@SenSys (2019)
Sirajum Munir, Le Tran, Jonathan Francis, Charles Shelton, Ripudaman Singh Arora, Craig Hesling, Matias Quintana, Anand Krishnan Prakash, Anthony Rowe, Mario Berges
FORK: fine grained occupancy estimatoR using kinect on ARM embedded platforms. BuildSys@SenSys (2017)
Matias Quintana, Henning Lange, Mario Bergés
Design and implementation of a low-cost arduino-based high-frequency AC waveform meter board for the raspberry pi. BuildSys@SenSys (2017)
Saúl Retamozo, Diego Arce, Rafael Aguilar, Fernando Zvietcovich, Matias Quintana, Benjamín Castañeda, Sergio Ángeles
A comparison of digital modelling techniques analyzing a section of Qhapaq Ñan. DigitalHERITAGE (1) (2015)