Artificial Intelligence, Computer Engineering, Electrical and Electronic Engineering
1760
Scholar Citations
21
Scholar h-index
34
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
A low-latency deep learning framework for volcanic ash cloud nowcasting using geostationary satellite imagery D Alves, M Radeta, F Mendonça, L Pereira, F Morgado-Dias Scientific Reports , 2026 2026
Mapping nocturnal arousal across sleep and pain disorders N Biabani, F Mendonça, C Mutti, P Drakatos, F Morgado-Dias, ... Scientific Reports 16 (1), 8668 , 2026 2026
Real-time banana harvest readiness prediction using mobile SE-enhanced YOLO classification P Baglat, F Mendonça, SS Mostafa, S Gupta, F Silva, H Garcês, R Sousa, ... Journal of Agricultural Engineering , 2026 2026
Analysis of Metaheuristic, Sampling-Based, Potential Field, and Predictive Control Methods for Path Planning in Simulated Underwater Settings R Castro, B Silva, LG Lopes, F Mendonça 2026
Atlas and Updated Rules for the Scoring of Cyclic Alternating Pattern (CAP) in Human Sleep. A Consensus Report by a Taskforce of the European Sleep Research Society L Parrino, H Gretarsdottir, R Thomas, I Rosenzweig, O Bruni, GB Senel, ... Journal of Sleep Research, e70283 , 2026 2026 Citations: 1
A multi-stage dataset for banana bunch detection and harvesting decision support P Baglat, F Mendonça, S Mostafa, F Morgado-Dias Data in Brief, 112337 , 2025 2025
Comparative analysis and evaluation of YOLO generations for banana bunch detection P Baglat, A Hayat, SS Mostafa, F Mendonça, F Morgado-Dias Smart Agricultural Technology 12, 101100 , 2025 2025 Citations: 5
Machine-Learning Applications in Ports Electrification–A Rapid Review L Nunes, F Mendonça, L Pereira 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT … , 2025 2025
A deep learning approach for improving spatiotemporal resolution of numerical weather prediction forecasts D Alves, F Mendonça, SS Mostafa, F Morgado-Dias Scientific Reports 15 (1), 32796 , 2025 2025
ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models F Mendonça, SS Mostafa, F Morgado-Dias, AG Ravelo-García, ... IEEE Access , 2025 2025
Deep Learning Approaches for Skin Lesion Detection J Vieira, F Mendonça, F Morgado-Dias Electronics 14 (14), 2785 , 2025 2025 Citations: 13
Optimizing an LSTM Self-Attention Architecture for Portuguese Sentiment Analysis Using a Genetic Algorithm D Parada, A Branco, M Silva, F Mendonça, S Mostafa, F Morgado-Dias Applied Sciences 15 (11), 6336 , 2025 2025
Intelligent visibility forecasting at airports: a systematic review D Alves, M Belo-Pereira, F Mendonça, F Morgado-Dias Environmental Research Communications 7 (6), 062002 , 2025 2025 Citations: 5
Evaluating LLMs for automated scoring in formative assessments PC Mendonça, F Quintal, F Mendonça Applied Sciences 15 (5), 2787 , 2025 2025 Citations: 37
Multithreaded and GPU-based implementations of a modified particle swarm optimization algorithm with application to solving large-scale systems of nonlinear equations B Silva, LG Lopes, F Mendonça Electronics 14 (3), 584 , 2025 2025 Citations: 5
A networked station system for high-resolution wind nowcasting in air traffic operations: A data-augmented deep learning approach D Alves, F Mendonça, SS Mostafa, D Freitas, J Pestana, D Vieira, ... PloS one 20 (1), e0316548 , 2025 2025 Citations: 3
Deep learning enhanced wind speed and direction forecasting for airport regions D Alves, F Mendonça, SS Mostafa, F Morgado-Dias Weather and Forecasting 40 (1), 207-221 , 2025 2025 Citations: 7
A comprehensive IoT cloud-based wind station ready for real-time measurements and artificial intelligence integration D Alves, F Mendonça, SS Mostafa, F Morgado-Dias e-Prime-Advances in Electrical Engineering, Electronics and Energy 10, 100862 , 2024 2024 Citations: 5
On the use of kolmogorov–arnold networks for adapting wind numerical weather forecasts with explainability and interpretability: application to madeira international airport D Alves, F Mendonça, SS Mostafa, F Morgado-Dias Environmental Research Communications 6 (10), 105008 , 2024 2024 Citations: 15
Machine learning system for commercial banana harvesting A Hayat, P Baglat, F Mendonça, SS Mostafa, F Morgado-Dias Engineering Research Express 6 (3), 035202 , 2024 2024 Citations: 4
MOST CITED SCHOLAR PUBLICATIONS
A Review of Obstructive Sleep Apnea Detection Approaches F Mendonça, SS Mostafa, AG Ravelo-García, F Morgado-Dias, T Penzel IEEE Journal of Biomedical and Health Informatics 23 (2), 825-837 , 2019 2019 Citations: 270
A systematic review of detecting sleep apnea using deep learning SS Mostafa, F Mendonça, A G. Ravelo-García, F Morgado-Dias Sensors 19 (22), 4934 , 2019 2019 Citations: 227
Devices for home detection of obstructive sleep apnea: A review F Mendonça, SS Mostafa, AG Ravelo-García, F Morgado-Dias, T Penzel Sleep medicine reviews 41, 149-160 , 2018 2018 Citations: 152
A Review of Approaches for Sleep Quality Analysis F Mendonça, S Mostafa, A Ravelo-García, F Morgado-Dias, T Penzel IEEE Access 7, 24527-24546 , 2019 2019 Citations: 146
SpO2 based Sleep Apnea Detection using Deep Learning SS Mostafa, F Mendonça, F Morgado-Dias, A Ravelo-García Intelligent Engineering Systems (INES), 2017 IEEE 21st International … , 2017 2017 Citations: 100
Multi-objective hyperparameter optimization of convolutional neural network for obstructive sleep apnea detection SS Mostafa, F Mendonca, AG Ravelo-Garcia, GG Juliá-Serdá, ... IEEE Access 8, 129586-129599 , 2020 2020 Citations: 69
Application of machine learning in plastic waste detection and classification: A systematic review E Ramos, AG Lopes, F Mendonça Processes 12 (8), 1632 , 2024 2024 Citations: 57
A critical review of the propagation models employed in LoRa systems JA Azevedo, F Mendonça Sensors 24 (12), 3877 , 2024 2024 Citations: 47
Non-destructive banana ripeness detection using shallow and deep learning: A systematic review P Baglat, A Hayat, F Mendonca, A Gupta, SS Mostafa, F Morgado-Dias Sensors 23 (2), 738 , 2023 2023 Citations: 46
Automatic detection of cyclic alternating pattern F Mendonça, A Fred, SS Mostafa, F Morgado-Dias, AG Ravelo-García Neural Computing and Applications, 1-11 , 2018 2018 Citations: 46
Evaluating LLMs for automated scoring in formative assessments PC Mendonça, F Quintal, F Mendonça Applied Sciences 15 (5), 2787 , 2025 2025 Citations: 37
The potential of machine learning for wind speed and direction short-term forecasting: A systematic review D Alves, F Mendonça, SS Mostafa, F Morgado-Dias Computers 12 (10), 206 , 2023 2023 Citations: 37
A portable wireless device for cyclic alternating pattern estimation from an EEG monopolar derivation F Mendonça, SS Mostafa, F Morgado-Dias, AG Ravelo-García Entropy 21 (12), 1203 , 2019 2019 Citations: 37
An oximetry based wireless device for sleep apnea detection F Mendonça, SS Mostafa, F Morgado-Dias, AG Ravelo-García Sensors 20 (3), 888 , 2020 2020 Citations: 35
Sleep quality estimation by cardiopulmonary coupling analysis F Mendonça, SS Mostafa, F Morgado-Dias, AG Ravelo-García IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (12 … , 2018 2018 Citations: 30
Design and power production of small-scale wind turbines F Mendonca, J Azevedo 2017 International Conference in Energy and Sustainability in Small … , 2017 2017 Citations: 25
Novel comparative study for the detection of COVID-19 using CT scan and chest X-ray images A Hayat, P Baglat, F Mendonça, SS Mostafa, F Morgado-Dias International Journal of Environmental Research and Public Health 20 (2), 1268 , 2023 2023 Citations: 23
Combination of deep and shallow networks for cyclic alternating patterns detection SS Mostafa, F Mendonça, A Ravelo-García, F Morgado-Dias 2018 13th APCA International Conference on Automatic Control and Soft … , 2018 2018 Citations: 22
On the use of transformer-based models for intent detection using clustering algorithms A Moura, P Lima, F Mendonca, SS Mostafa, F Morgado-Dias Applied Sciences 13 (8), 5178 , 2023 2023 Citations: 21
A portable wireless device based on oximetry for sleep apnea detection F Mendonça, SS Mostafa, F Morgado-Dias, JL Navarro-Mesa, ... Computing 100 (11), 1203-1219 , 2018 2018 Citations: 21
