Morgado Dias

Biography

Fernando Morgado-Dias was born in Coimbra, Portugal, in 1971. He received his Master’s degree in Microelectronics from the University Joseph Fourier in Grenoble, France, in 1995 and his PhD from the University of Aveiro, Portugal, in 2005 and is currently an Associated Professor with Habilitation at the University of Madeira and Researcher at ITI/Larsys.
His research interests include Machine Learning, Sleep, Digital Hardware and Renewable Energy. He is currently working on the following projects: Restaurant Review and Sentiment Output, Maritimo Training Lab, Banana Sensing and Sleep Revolution.

Publications

140 entries « 1 of 14 »

2023

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Gupta, Ankit; Arnardottir, Erna Sif; Leppänen, Timo; Morgado-Dias, Fernando; Ravelo-García, Antonio G

A-phase index: an alternative view for sleep stability analysis based on automatic detection of the A-phases from the cyclic alternating pattern Journal Article

In: Sleep, vol. 46, no. 1, pp. zsac217, 2023.

BibTeX

Gupta, Ankit; Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Ravelo-García, Antonio G; Morgado-Dias, Fernando

Visual Explanations of Deep Learning Architectures in Predicting Cyclic Alternating Patterns Using Wavelet Transforms Journal Article

In: Electronics, vol. 12, no. 13, pp. 2954, 2023.

BibTeX

Alves, Décio; Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando

Automated Aviation Wind Nowcasting: Exploring Feature-Based Machine Learning Methods Journal Article

In: Applied Sciences, vol. 13, no. 18, pp. 10221, 2023.

BibTeX

Alves, Décio; Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Morgado-Dias, Fernando

The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review Journal Article

In: Computers, vol. 12, no. 10, pp. 206, 2023.

BibTeX

Baglat, Preety; Hayat, Ahatsham; Mendonça, Fábio; Gupta, Ankit; Mostafa, Sheikh Shanawaz; Dias, Fernando Morgado

Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review Journal Article

In: Sensors, vol. 23, no. 2, pp. 738, 2023.

BibTeX

2022

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Morgado-Dias, Fernando; Ravelo-García, Antonio G.

Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection Journal Article

In: Entropy, vol. 24, no. 5, pp. 688, 2022.

Links | BibTeX

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Morgado-Dias, Fernando; Ravelo-García, Antonio G.

Multiple Time Series Fusion Based on LSTM: An Application to CAP A Phase Classification Using EEG Journal Article

In: International Journal of Environmental Research and Public Health, vol. 19, no. 17, pp. 688, 2022.

Links | BibTeX

Gupta, Ankit; Ravelo-García, Antonio G.; Dias, Fernando Morgado

Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review Journal Article

In: Comput. Methods Programs Biomed., vol. 219, pp. 106771, 2022.

BibTeX

Mendonça, Fábio; Mostafa, Sheikh Shanawaz; Freitas, Diogo; Dias, Fernando Morgado; Ravelo-García, Antonio G.

Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection Journal Article

In: Entropy, vol. 24, no. 5, pp. 688, 2022.

BibTeX

Hayat, Ahatsham; Dias, Fernando Morgado; Bhuyan, Bikram Pratim; Tomar, Ravi

Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches Journal Article

In: Inf., vol. 13, no. 6, pp. 275, 2022.

BibTeX

140 entries « 1 of 14 »