About Me

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.

Links: ⚭ ⚭ ⚭

Research Interests

• Time Series
• Data Mining
• Machine Learning
• Recommender Systems

Teaching

2023/2024

Outsystems Training Program, Faculty of Sciences (FCUL), University of Lisbon

2022/2023

Data and Information Systems Management Course, Instituto Superior Técnico (IST), University of Lisbon

2021/2022

Databases Course, Instituto Superior Técnico (IST), University of Lisbon

Information Processing and Retrieval Course, Instituto Superior Técnico (IST), University of Lisbon

Publications

1. G. Silva, M., C. Madeira, S., & Henriques, R. (2024). A Comprehensive Survey on Biclustering-based Collaborative Filtering. ACM Computing Surveys.

2. 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.

3. Silva, M. G., Madeira, S. C., & Henriques, R. (2022). Water consumption pattern analysis using biclustering: When, why and how. Water, 14(12), 1954.

4. Silva, M. M. G. D. (2020). User-Specific Bicluster-based Collaborative Filtering (Master’s dissertation).

Contact

You can contact me at: mmgsilva [at] ciencias.ulisboa.pt

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