Fábio Mendonça

27 papers C 1Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models.
IEEE Access
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
2024 J jnl
A Critical Review of the Propagation Models Employed in LoRa Systems.
Sensors
Joaquim Amândio Rodrigues Azevedo, Fábio Mendonça
2024 J jnl
Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach.
IEEE Access
Décio Alves, Diogo Freitas, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias
2023 J jnl
Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review.
Sensors
Preety Baglat, Ahatsham Hayat, Fábio Mendonça, Ankit Gupta, Sheikh Shanawaz Mostafa, Fernando Morgado Dias
2023 J jnl
On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation.
Inf.
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2023 J jnl
The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review.
Comput.
Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias
2022 J jnl
Automatic detection of cyclic alternating pattern.
Neural Comput. Appl.
Fábio Mendonça, Ana Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2022 J jnl
Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection.
Entropy
Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García
2022 J jnl
ProBoost: a Boosting Method for Probabilistic Classifiers.
CoRR
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
2022 J jnl
Variational Autoencoder Kernel Interpretation and Selection for Classification.
CoRR
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2021 J jnl
A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation.
Artif. Intell. Medicine
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2021 J jnl
Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG.
CoRR
Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García
2020 J jnl
A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device.
IEEE Access
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2020 J jnl
An Oximetry Based Wireless Device for Sleep Apnea Detection.
Sensors
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020 J jnl
Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal.
Biomed. Signal Process. Control.
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020 J jnl
Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring.
Comput. Methods Programs Biomed.
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020 J jnl
Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection.
IEEE Access
Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
2020 J jnl
SC3: self-configuring classifier combination for obstructive sleep apnea.
Neural Comput. Appl.
Sheikh Shanawaz Mostafa, Fábio Mendonça, Gabriel Juliá-Serdá, Fernando Morgado Dias, Antonio G. Ravelo-García
2019 J jnl
A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation.
Entropy
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2019 J jnl
A Review of Approaches for Sleep Quality Analysis.
IEEE Access
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Thomas Penzel
2019 J jnl
A Review of Obstructive Sleep Apnea Detection Approaches.
IEEE J. Biomed. Health Informatics
Fábio Mendonça, Sheikh Shanawaz Mostafa, Antonio G. Ravelo-García, Fernando Morgado Dias, Thomas Penzel
2019 J jnl
A Systematic Review of Detecting Sleep Apnea Using Deep Learning.
Sensors
Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Fernando Morgado Dias
2018 J jnl
A portable wireless device based on oximetry for sleep apnea detection.
Computing
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2018 C conf
Automatic Detection of a Phases for CAP Classification.
ICPRAM
Fábio Mendonça, Ana L. N. Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2018 — conf
Sleep Quality Analysis with Cardiopulmonary Coupling.
ICBEA
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2017 — conf
A Minimally Invasive Portable System for Sleep Apnea Detection.
IWOBI
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2017 — conf
A minimallyinvasive portable system for sleep apnea detection.
IWOBI
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García