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
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. |
Jan 17, 2023 | Joined the Climate Change AI’s workshop on “Tackling Climate Change with Machine Learning” at the International Conference on Learning Representations (ICLR) as Program Committee. |
Nov 30, 2022 | Our paper Humans-as-a-Sensor for Buildings—Intensive Longitudinal Indoor Comfort Models won the Buildings 2020 Best Paper Award. LinkedIn post. |
Nov 30, 2022 | Gave a two-day workshop at the 1er Taller Regional sobre Aplicaciones e Investigación en Ciencia de Datos with the goal of promoting and contributing to the research community in South America. |