A minimallyinvasive portable system for sleep apnea detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (IWOBI, 2017)

A Minimally Invasive Portable System for Sleep Apnea Detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (IWOBI, 2017)

Sleep Quality Analysis with Cardiopulmonary Coupling. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (ICBEA, 2018)

Automatic Detection of a Phases for CAP Classification. - Fábio Mendonça; Ana L. N. Fred; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (ICPRAM, 2018)

A portable wireless device based on oximetry for sleep apnea detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (Computing, 2018)

A Review of Approaches for Sleep Quality Analysis. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García; Thomas Penzel (IEEE Access, 2019)

A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Entropy, 2019)

A Systematic Review of Detecting Sleep Apnea Using Deep Learning. - Sheikh Shanawaz Mostafa; Fábio Mendonça; Antonio G. Ravelo-García; Fernando Morgado Dias (Sensors, 2019)

A Review of Obstructive Sleep Apnea Detection Approaches. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Antonio G. Ravelo-García; Fernando Morgado Dias; Thomas Penzel (IEEE J. Biomed. Health Informatics, 2019)

A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (IEEE Access, 2020)

Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection. - Sheikh Shanawaz Mostafa; Fábio Mendonça; Antonio G. Ravelo-García; Gabriel Juliá-Serdá; Fernando Morgado Dias (IEEE Access, 2020)

Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Biomed. Signal Process. Control., 2020)

Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Comput. Methods Programs Biomed., 2020)

SC3: self-configuring classifier combination for obstructive sleep apnea. - Sheikh Shanawaz Mostafa; Fábio Mendonça; Gabriel Juliá-Serdá; Fernando Morgado Dias; Antonio G. Ravelo-García (Neural Comput. Appl., 2020)

An Oximetry Based Wireless Device for Sleep Apnea Detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Sensors, 2020)

A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Artif. Intell. Medicine, 2021)

Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Diogo Freitas; Fernando Morgado Dias; Antonio G. Ravelo-García (CoRR, 2021)

ProBoost: a Boosting Method for Probabilistic Classifiers. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García; Mário A. T. Figueiredo (CoRR, 2022)

Variational Autoencoder Kernel Interpretation and Selection for Classification. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (CoRR, 2022)

Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Diogo Freitas; Fernando Morgado Dias; Antonio G. Ravelo-García (Entropy, 2022)

Automatic detection of cyclic alternating pattern. - Fábio Mendonça; Ana Fred; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Neural Comput. Appl., 2022)

On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Inf., 2023)

Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review. - Preety Baglat; Ahatsham Hayat; Fábio Mendonça; Ankit Gupta 006; Sheikh Shanawaz Mostafa; Fernando Morgado Dias (Sensors, 2023)

The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review. - Décio Alves; Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias (Comput., 2023)

Wind Limitations at Madeira International Airport: A Deep Learning Prediction Approach. - Décio Alves; Diogo Freitas; Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias (IEEE Access, 2024)

A Critical Review of the Propagation Models Employed in LoRa Systems. - Joaquim Amândio Rodrigues Azevedo; Fábio Mendonça (Sensors, 2024)

ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García; Mário A. T. Figueiredo (IEEE Access, 2025)