Ciência Vitae Publications


2022

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

2018

Mendonça, Fabio

A Review of Obstructive Sleep Apnea Detection Approaches Journal Article

IEEE Journal of Biomedical and Health Informatics

2023

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

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

Applied Sciences

2018

Mendonça, Fabio

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

Sleep Medicine Reviews

2023

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

2018

Mendonça, Fabio

Automatic Detection of a Phases for CAP Classification Conference Paper

2023

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

2020

Mendonça, Fabio

A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device Journal Article

IEEE Access

2020

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

An Oximetry Based Wireless Device for Sleep Apnea Detection Journal Article

Sensors

2020

Mendonça, Fabio

Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection Journal Article

IEEE Access