Fábio Ruben Silva Mendonça
Campus Universitário da Penteada, Piso 2, Sala 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.
Nota Biográfica
Publicações
- A networked station system for high-resolution wind nowcasting in air traffic operations: A data-augmented deep learning approach, D. Alves, F. Mendonça, S. Mostafa, D. Freitas, J. Pestana, D. Vieira, M. Radeta, F. Morgado-Dias, PLOS ONE, 2025, 1
- Deep Learning Enhanced Wind Speed and Direction Forecasting for Airport Regions, Alves, D., F. Mendonça, S. S. Mostafa, and F. Morgado-Dias, Weather and Forecasting, 2025, 1
- Evaluating LLMs for Automated Scoring in Formative Assessments, P. C. Mendonça, F. Quintal e F. Mendonça, Applied Sciences, 2025
- Multithreaded and GPU-Based Implementations of a Modified Particle Swarm Optimization Algorithm with Application to Solving Large-Scale Systems of Nonlinear Equations, B. Silva, L. Lopes, and F. Mendonça, Electronics, 2025, 36
- A comprehensive IoT cloud-based wind station ready for real-time measurements and artificial intelligence integration, D. Alves, F. Mendonça, S. Mostafa, F. Morgado-Dias, e-Prime - Advances in Electrical Engineering, Electronics and Energy, 2024, 11
- A Computer Vision Approach for Satellite-Driven Wind Nowcasting over Complex Terrains, D. Alves, 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
Habilitações Académicas
- Doutoramento em Engenharia Electrotécnica e de Computadores, 2021, Universidade de Lisboa - Instituto Superior Técnico (Alameda) (após 2013/14)
- Mestrado em Engenharia Eletrotécnica - Telecomunicações, 2016, Faculdade de Ciências Exatas e da Engenharia
- Licenciatura em Engenharia Electrónica e Telecomunicações, 2013, Universidade da Madeira