RECENT SCHOLAR PUBLICATIONS
- A Computer Vision Approach for Satellite-Driven Wind Nowcasting over Complex TerrainsD Alves, F Mendona, SS Mostafa, F Morgado-DiasEnvironmental Research Communications 2024
- Wind Limitations at Madeira International Airport: A Deep Learning Prediction ApproachD Alves, D Freitas, F Mendona, S Mostafa, F Morgado-DiasIEEE Access 2024
- Noncontact Automatic Water-Level Assessment and Prediction in an Urban Water Stream Channel of a Volcanic Island Using Deep LearningF Mendona, SS Mostafa, F Morgado-Dias, JA Azevedo, ...Electronics 13 (6), 1145 2024
- Sentiment Analysis in Portuguese Restaurant Reviews: Application of Transformer Models in Edge ComputingA Branco, D Parada, M Silva, F Mendona, SS Mostafa, F Morgado-DiasElectronics 13 (3), 589 2024
- Sleep Analysis by Evaluating the Cyclic Alternating Pattern A PhasesA Alves, F Mendona, SS Mostafa, F Morgado-DiasElectronics 13 (2), 333 2024
- On the Use of Kullback–Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature CreationF Mendona, SS Mostafa, F Morgado-Dias, AG Ravelo-GarcaInformation 14 (10), 571 2023
- The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic ReviewD Alves, F Mendona, SS Mostafa, F Morgado-DiasComputers 12 (10), 206 2023
- Automated Aviation Wind Nowcasting: Exploring Feature-Based Machine Learning MethodsD Alves, F Mendona, SS Mostafa, F Morgado-DiasApplied Sciences 13 (18), 10221 2023
- Towards automatic EEG cyclic alternating pattern analysis: a systematic reviewF Mendona, SS Mostafa, F Morgado-Dias, AG Ravelo-Garca, ...Biomedical Engineering Letters 13 (3), 273-291 2023
- Visual Explanations of Deep Learning Architectures in Predicting Cyclic Alternating Patterns Using Wavelet TransformsA Gupta, F Mendona, SS Mostafa, AG Ravelo-Garca, F Morgado-DiasElectronics 12 (13), 2954 2023
- A Continuous A-Phase Index View for Sleep Stability Analysis based on Automatic Detection of the A-Phases from the Cyclic Alternating PatternAGRG Fbio Mendona, Sheikh Shanawaz Mostafa, Ankit Gupta, Erna Sif ...NSC 2023 – Nordic Sleep Conference 2023
- On the Use of Transformer-Based Models for Intent Detection Using Clustering AlgorithmsA Moura, P Lima, F Mendona, SS Mostafa, F Morgado-DiasApplied Sciences 13 (8), 5178 2023
- Graphical User Interface for the Development of Probabilistic Convolutional Neural NetworksA Chaves, F Mendona, SS Mostafa, F Morgado-DiasSignals 4 (2), 297-314 2023
- Novel comparative study for the detection of COVID-19 using CT scan and chest X-ray imagesA Hayat, P Baglat, F Mendona, SS Mostafa, F Morgado-DiasInternational Journal of Environmental Research and Public Health 20 (2), 1268 2023
- Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic ReviewP Baglat, A Hayat, F Mendona, A Gupta, SS Mostafa, F Morgado-DiasSensors 23 (2), 738 2023
- A-phase index: an alternative view for sleep stability analysis based on automatic detection of the A-phases from the cyclic alternating patternF Mendona, SS Mostafa, A Gupta, ES Arnardottir, T Leppnen, ...Sleep 46 (1), zsac217 2023
- Agrotech - sensing use casesFMD N. Silva, G. Machado, I. Viveiros, H. Garcs, F. Silva, R. Sousa, R ...InnovAction 7 (1), 105-117 2022
- Variational Autoencoder Kernel Interpretation and Selection for ClassificationF Mendona, SS Mostafa, F Morgado-Dias, AG Ravelo-GarcaarXiv preprint arXiv:2209.04715 2022
- ProBoost: a Boosting Method for Probabilistic ClassifiersF Mendona, SS Mostafa, F Morgado-Dias, AG Ravelo-Garca, ...arXiv preprint arXiv:2209.01611 2022
- Multiple Time Series Fusion based on LSTM: an application to CAP A phase classification using EEGF Mendona, SS Mostafa, D Freitas, F Morgado-Dias, AG Ravelo-GarcaInternational Journal of Environmental Research and Public Health 19 (17), 10892 2022