Fábio Mendonça
Orcid: 0000-0002-5107-3248
According to our database1,
Fábio Mendonça
authored at least 24 papers
between 2017 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review.
Comput., September, 2023
Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review.
Sensors, January, 2023
On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation.
Inf., 2023
2022
Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection.
Entropy, 2022
CoRR, 2022
2021
Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG.
CoRR, 2021
A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation.
Artif. Intell. Medicine, 2021
2020
Neural Comput. Appl., 2020
Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring.
Comput. Methods Programs Biomed., 2020
Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal.
Biomed. Signal Process. Control., 2020
Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection.
IEEE Access, 2020
A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device.
IEEE Access, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation.
Entropy, 2019
2018
Computing, 2018
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018
Proceedings of the 2018 International Conference on Biomedical Engineering and Applications, 2018
2017
Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017
Proceedings of the International Conference and Workshop on Bioinspired Intelligence, 2017