I am a doctoral researcher at LASIGE and Faculty of Sciences, University of Lisbon (FCUL), where i hold a Master’s degree in data science. I also lecture courses on data science and develop research in machine learning with applications in urban domains, including energy and water supply systems. I am supervised by Professor Sara Madeira from FCUL and Professor Rui Henriques from IST.
G. Silva, M., C. Madeira, S., & Henriques, R. (2024). A Comprehensive Survey on Biclustering-based Collaborative Filtering. ACM Computing Surveys.
Silva, M. G., Madeira, S. C., & Henriques, R. (2023). Actionable descriptors of spatiotemporal urban dynamics from large-scale mobile data: A case study in Lisbon city. Environment and Planning B: Urban Analytics and City Science.
Silva, M. G., Madeira, S. C., & Henriques, R. (2022). Water consumption pattern analysis using biclustering: When, why and how. Water, 14(12), 1954.
Silva, M. M. G. D. (2020). User-Specific Bicluster-based Collaborative Filtering (Master’s dissertation).
You can contact me at: mmgsilva [at] ciencias.ulisboa.pt