Fábio Ruben Silva Mendonça
Penteada University Campus , Floor 2, Office 2.90
fabioruben@staff.uma.pt
"Success in creating AI would be the biggest event in human history. Unfortunately, it might also be the last, unless we learn how to avoid the risks." - Stephen Hawking.
Biographical Notes
Publications
- A Computer Vision Approach for Satellite-Driven Wind Nowcasting over Complex Terrains, A. Arturo, F. Mendonça, S. Mostafa, F. Morgado-Dias, Environmental Research Communications, 2024
- A Critical Review of the Propagation Models Employed in LoRa Systems, Joaquim Azevedo and Fábio Mendonça, Sensors, 2024
- Application of Machine Learning in Plastic Waste Detection and Classification: A Systematic Review, E. Ramos, A. Lopes, F. Mendonça, Processes, 2024
- Low Tropospheric Wind Forecasts in Aviation: The Potential of Deep Learning for Terminal Aerodrome Forecast Bulletins, D. Alves, F. Mendonça, S. Mostafa, and F. Morgado-Dias, Pure and Applied Geophysics, 2024, 12
- Machine Learning System for Commercial Banana Harvesting, A. Hayat, P. Baglat, F. Mendonça, S. Mostafa, and F. Morgado-Dias, Engineering Research Express, 2024
- Noncontact Automatic Water-Level Assessment and Prediction in an Urban Water Stream Channel of a Volcanic Island Using Deep Learning, F. Mendonça, S. Mostafa, F. Morgado-Dias, J. Azevedo, A. Ravelo-García, J. Navarro-Mesa, Electronics, 2024
- Parallel GPU-Acceleration of Metaphorless Optimization Algorithms: Application for Solving Large-Scale Nonlinear Equation Systems, Bruno Silva, Luis Lopes e Fábio Mendonça, Applied Sciences, 2024
- Sentiment Analysis in Portuguese Restaurant Reviews: Application of Transformer Models in Edge Computing, A. Branco, D. Parada, M. Silva, F. Mendonça, S. Mostafa, F. Morgado-Dias, Electronics, 2024, 1
- Sleep Analysis by Evaluating the Cyclic Alternating Pattern A Phases, A. Arturo, F. Mendonça, S. Mostafa, and F. Morgado-Dias, Electronics, 2024, 1
- Time-Series Embeddings from Language Models: A Tool for Wind Direction Nowcasting, D. Alves, F. Mendonça, S. Mostafa, F. Morgado-Dias, Journal of Meteorological Research, 2024
Academic Qualifications
- PhD in Engenharia Electrotécnica e de Computadores, 2021, Universidade de Lisboa - Instituto Superior Técnico (Alameda) (após 2013/14)
- Master Degree in Engenharia Eletrotécnica - Telecomunicações, 2016, Faculdade de Ciências Exatas e da Engenharia
- Undergraduate Degree in Engenharia Electrónica e Telecomunicações, 2013, University of Madeira