Fábio Mendonça

Sensors, June, 2024

Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach.

[BibT_eX]

[DOI]

Décio Alves

Diogo Freitas

IEEE Access, 2024

2023

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

[BibT_eX]

[DOI]

Décio Alves

Comput., September, 2023

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

[BibT_eX]

[DOI]

Sensors, January, 2023

On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation.

[BibT_eX]

[DOI]

Inf., 2023

2022

Automatic detection of cyclic alternating pattern.

[BibT_eX]

[DOI]

Ana Fred

Neural Comput. Appl., 2022

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

[BibT_eX]

[DOI]

Diogo Freitas

Entropy, 2022

Variational Autoencoder Kernel Interpretation and Selection for Classification.

[BibT_eX]

[DOI]

CoRR, 2022

ProBoost: a Boosting Method for Probabilistic Classifiers.

[BibT_eX]

[DOI]

Mário A. T. Figueiredo

CoRR, 2022

2021

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

[BibT_eX]

[DOI]

Diogo Freitas

CoRR, 2021

A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

2020

An Oximetry Based Wireless Device for Sleep Apnea Detection.

[BibT_eX]

[DOI]

Sensors, 2020

SC3: self-configuring classifier combination for obstructive sleep apnea.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2020

Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2020

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

[BibT_eX]

[DOI]

IEEE Access, 2020

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

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

A Review of Obstructive Sleep Apnea Detection Approaches.

[BibT_eX]

[DOI]

Thomas Penzel

IEEE J. Biomed. Health Informatics, 2019

A Systematic Review of Detecting Sleep Apnea Using Deep Learning.

[BibT_eX]

[DOI]

Sensors, 2019

A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation.

[BibT_eX]

[DOI]

Entropy, 2019

A Review of Approaches for Sleep Quality Analysis.

[BibT_eX]

[DOI]

Thomas Penzel

IEEE Access, 2019

2018

A portable wireless device based on oximetry for sleep apnea detection.

[BibT_eX]

[DOI]

Juan L. Navarro-Mesa

Computing, 2018

Automatic Detection of a Phases for CAP Classification.

[BibT_eX]

[DOI]

Ana L. N. Fred

Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Sleep Quality Analysis with Cardiopulmonary Coupling.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018

2017

A Minimally Invasive Portable System for Sleep Apnea Detection.

[BibT_eX]

[DOI]

Juan L. Navarro-Mesa

Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017

A minimallyinvasive portable system for sleep apnea detection.

[BibT_eX]

[DOI]

Juan L. Navarro-Mesa