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

André Moura; Pedro Lima; Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias

On the Use of Transformer-Based Models for Intent Detection Using Clustering Algorithms Journal Article

Applied Sciences

Link

Mendonça, Fabio

Automatic Detection of a Phases for CAP Classification Conference Paper

Link

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

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

Sensors

Link

Mendonça, Fabio

Combination of Deep and Shallow Networks for Cyclic Alternating Patterns Detection Conference Paper

Link

Aníbal Chaves; Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias

Graphical User Interface for the Development of Probabilistic Convolutional Neural Networks Journal Article

Signals

Link

Mendonça, Fabio

Sleep Quality Analysis with Cardiopulmonary Coupling Conference Paper

Link