Matias Quintana
Singapore-ETH Centre (SEC) & UAL - National University of Singapore

I am a Postdoctoral Researcher and Module Coordinator in the Singapore-ETH Centre (SEC) at the Future Cities Lab (FCL) Global project working under Prof. Filip Biljecki. I am also part of Prof. Biljecki’s group, the Urban Analytics Lab (UAL) at the National University of Singapore.
My research interests are broadly in the field of remote sensing, time-series forecasting, applied machine learning, and their applications to smart buildings and and at the urban scale. My recent work focuses on deep unsupervised learning, recommender systems, time-series outlier detection, agent-based modeling, and reinforcement learning with human-in-the-loop control.
Office: CREATE Campus, 1 Create Way, #06-01 CREATE Tower, Singapore, 138602
news
Sep 14, 2023 | A paper led by Chun Fu, titled “Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation” is avaialble in the Applied Thermal Engineering Journal. LinkedIn post. |
Jul 19, 2023 | Joined the NeurIPS 2023 Workshop - Tackling Climate Change with Machine Learning Program Committee. Please consider submitting your work. |
Jul 15, 2023 | Joined the Fourth ACM SIGEnergy Workshop on Reinforcement Learning for Energy Management in Buildings & Cities (RLEM) as Program Committee. |
Mar 23, 2023 | An article by the National University of Singapore was released about a science communication effort alongside a short video about my PhD research. LinkedIn Article. |
Jan 26, 2023 | Joined the journal of Scientific Reports as peer reviewer. |