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

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

Computers

Link

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

On the Use of Kullback–Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation Journal Article

Information

Link

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

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

International Journal of Environmental Research and Public Health

Link

Mendonça, Fabio

A portable wireless device based on oximetry for sleep apnea detection Journal Article

Computing, pp: 1-17

Link

Ahatsham; Preety Baglat; Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias

Novel Comparative Study for the Detection of COVID-19 Using CT Scan and Chest X-ray Images Journal Article

International Journal of Environmental Research and Public Health

Link

Mendonça, Fabio

Automatic detection of cyclic alternating pattern Journal Article

Neural Computing and Applications, pp: 1-11

Link

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

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

Entropy

Link

Mendonça, Fabio

A Review of Obstructive Sleep Apnea Detection Approaches Journal Article

IEEE Journal of Biomedical and Health Informatics

Link

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

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

Applied Sciences

Link

Mendonça, Fabio

Devices for Home Detection of Obstructive Sleep Apnea: A Review Journal Article

Sleep Medicine Reviews

Link