Fábio Mendonça

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Convolutional Neural Network

Systematic Review

Probabilistic Classifiers

Top Venues

Neural Comput. Appl.

Publications

Joaquim Amândio Rodrigues Azevedo, Fábio Mendonça
A Critical Review of the Propagation Models Employed in LoRa Systems. Sensors 24 (12) (2024)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation. Inf. 14 (10) (2023)
Preety Baglat, Ahatsham Hayat, Fábio Mendonça, Ankit Gupta, Sheikh Shanawaz Mostafa, Fernando Morgado Dias
Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review. Sensors 23 (2) (2023)
Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias
The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review. Comput. 12 (10) (2023)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García
Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection. Entropy 24 (5) (2022)
Fábio Mendonça, Ana L. N. Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
Automatic detection of cyclic alternating pattern. Neural Comput. Appl. 34 (13) (2022)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
Variational Autoencoder Kernel Interpretation and Selection for Classification. CoRR (2022)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
ProBoost: a Boosting Method for Probabilistic Classifiers. CoRR (2022)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García
Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG. CoRR (2021)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation. Artif. Intell. Medicine 112 (2021)
Sheikh Shanawaz Mostafa, Fábio Mendonça, Gabriel Juliá-Serdá, Fernando Morgado Dias, Antonio G. Ravelo-García
SC3: self-configuring classifier combination for obstructive sleep apnea. Neural Comput. Appl. 32 (24) (2020)
Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection. IEEE Access 8 (2020)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
An Oximetry Based Wireless Device for Sleep Apnea Detection. Sensors 20 (3) (2020)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device. IEEE Access 8 (2020)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring. Comput. Methods Programs Biomed. 189 (2020)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal. Biomed. Signal Process. Control. 62 (2020)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Thomas Penzel
A Review of Approaches for Sleep Quality Analysis. IEEE Access 7 (2019)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Antonio G. Ravelo-García, Fernando Morgado Dias, Thomas Penzel
A Review of Obstructive Sleep Apnea Detection Approaches. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Fernando Morgado Dias
A Systematic Review of Detecting Sleep Apnea Using Deep Learning. Sensors 19 (22) (2019)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation. Entropy 21 (12) (2019)
Fábio Mendonça, Ana L. N. Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
Automatic Detection of a Phases for CAP Classification. ICPRAM (2018)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
A portable wireless device based on oximetry for sleep apnea detection. Computing 100 (11) (2018)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
Sleep Quality Analysis with Cardiopulmonary Coupling. ICBEA (2018)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
A Minimally Invasive Portable System for Sleep Apnea Detection. IWOBI (2017)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
A minimallyinvasive portable system for sleep apnea detection. IWOBI (2017)