Fernando Manuel Rosmaninho Morgado Ferrão Dias
AuthID: R-000-528
1
TITLE: A networked station system for high-resolution wind nowcasting in air traffic operations: A data-augmented deep learning approach Full Text
AUTHORS: Alves, Decio; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Pestana, Joao; Vieira, Dinarte; Radeta, Marko; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: PLOS ONE, VOLUME: 20, ISSUE: 1
AUTHORS: Alves, Decio; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Pestana, Joao; Vieira, Dinarte; Radeta, Marko; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: PLOS ONE, VOLUME: 20, ISSUE: 1
2
TITLE: Predicting noncontact injuries of professional football players using machine learning Full Text
AUTHORS: Freitas, Diogo Nuno; Mostafa, Sheikh Shanawaz; Caldeira, Romualdo; Santos, Francisco; Ferme, Eduardo; Gouveia, elvio R.; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: PLOS ONE, VOLUME: 20, ISSUE: 1
AUTHORS: Freitas, Diogo Nuno; Mostafa, Sheikh Shanawaz; Caldeira, Romualdo; Santos, Francisco; Ferme, Eduardo; Gouveia, elvio R.; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: PLOS ONE, VOLUME: 20, ISSUE: 1
3
TITLE: Deep Learning Enhanced Wind Speed and Direction Forecasting for Airport Regions Full Text
AUTHORS: Alves, Decio; Mendonca, Fabio; Mostafa, Sheikh shanawaz; Morgado dias, Fernando;
PUBLISHED: 2025, SOURCE: WEATHER AND FORECASTING, VOLUME: 40, ISSUE: 1
AUTHORS: Alves, Decio; Mendonca, Fabio; Mostafa, Sheikh shanawaz; Morgado dias, Fernando;
PUBLISHED: 2025, SOURCE: WEATHER AND FORECASTING, VOLUME: 40, ISSUE: 1
4
TITLE: Optimizing an LSTM Self-Attention Architecture for Portuguese Sentiment Analysis Using a Genetic Algorithm
AUTHORS: Parada, Daniel; Branco, Alexandre; Silva, Marcos; Mendonca, Fabio; Mostafa, Sheikh; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 15, ISSUE: 11
AUTHORS: Parada, Daniel; Branco, Alexandre; Silva, Marcos; Mendonca, Fabio; Mostafa, Sheikh; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 15, ISSUE: 11
5
TITLE: Comparative analysis and evaluation of YOLO generations for banana bunch detection
AUTHORS: Baglat, Preety; Hayat, Ahatsham; Mostafa, Sheikh Shanawaz; Mendonca, Fabio; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: SMART AGRICULTURAL TECHNOLOGY, VOLUME: 12
AUTHORS: Baglat, Preety; Hayat, Ahatsham; Mostafa, Sheikh Shanawaz; Mendonca, Fabio; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: SMART AGRICULTURAL TECHNOLOGY, VOLUME: 12
6
TITLE: Deep Learning Approaches for Skin Lesion Detection Full Text
AUTHORS: Vieira, Jonathan; Mendonca, Fabio; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: ELECTRONICS, VOLUME: 14, ISSUE: 14
AUTHORS: Vieira, Jonathan; Mendonca, Fabio; Morgado Dias, Fernando;
PUBLISHED: 2025, SOURCE: ELECTRONICS, VOLUME: 14, ISSUE: 14
7
TITLE: ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models
AUTHORS: Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.; Figueiredo, Mario A. T.;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
AUTHORS: Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando; Ravelo Garcia, Antonio G.; Figueiredo, Mario A. T.;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
8
TITLE: Sleep Analysis by Evaluating the Cyclic Alternating Pattern A Phases Full Text
AUTHORS: Alves, Arturo; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2024, SOURCE: ELECTRONICS, VOLUME: 13, ISSUE: 2
AUTHORS: Alves, Arturo; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2024, SOURCE: ELECTRONICS, VOLUME: 13, ISSUE: 2
9
TITLE: Sentiment Analysis in Portuguese Restaurant Reviews: Application of Transformer Models in Edge Computing Full Text
AUTHORS: Branco, Alexandre; Parada, Daniel; Silva, Marcos; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2024, SOURCE: ELECTRONICS, VOLUME: 13, ISSUE: 3
AUTHORS: Branco, Alexandre; Parada, Daniel; Silva, Marcos; Mendonca, Fabio; Mostafa, Sheikh Shanawaz; Morgado Dias, Fernando;
PUBLISHED: 2024, SOURCE: ELECTRONICS, VOLUME: 13, ISSUE: 3
10
TITLE: Noncontact Automatic Water-Level Assessment and Prediction in an Urban Water Stream Channel of a Volcanic Island Using Deep Learning
AUTHORS: Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Joaquim Amândio Azevedo; Antonio Ravelo García; Juan Navarro Mesa;
PUBLISHED: 2024, SOURCE: Electronics (Switzerland), VOLUME: 13, ISSUE: 6
AUTHORS: Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Joaquim Amândio Azevedo; Antonio Ravelo García; Juan Navarro Mesa;
PUBLISHED: 2024, SOURCE: Electronics (Switzerland), VOLUME: 13, ISSUE: 6
