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ORCIDFernando Morgado Dias
- > Home > Persons > Fernando Morgado Dias
Publications
- 2023
[j47]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): 206 (2023)- [j46]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): 571 (2023) - [j45]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): 738 (2023) - 2022
- [j43]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): 688 (2022) - [j40]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): 11097-11107 (2022) - [i3]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo:
ProBoost: a Boosting Method for Probabilistic Classifiers. CoRR abs/2209.01611 (2022) - [i2]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Variational Autoencoder Kernel Interpretation and Selection for Classification. CoRR abs/2209.04715 (2022) - 2021
- [j38]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: 102019 (2021) - [i1]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 abs/2112.11218 (2021) - 2020
- [j36]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: 129586-129599 (2020) - [j35]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: 158523-158537 (2020) - [j33]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: 102063 (2020) - [j32]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: 105314 (2020) - [j31]Sheikh Shanawaz Mostafa, Darío Baptista, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias:
Greedy based convolutional neural network optimization for detecting apnea. Comput. Methods Programs Biomed. 197: 105640 (2020) - [j25]Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection. Neural Comput. Appl. 32(20): 15711-15731 (2020) - [j24]Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad, Fernando Morgado Dias:
Design of sEMG-based clench force estimator in FPGA using artificial neural networks. Neural Comput. Appl. 32(20): 15813-15823 (2020) - [j21]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): 17825-17841 (2020) - [j20]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
An Oximetry Based Wireless Device for Sleep Apnea Detection. Sensors 20(3): 888 (2020) - 2019
- [j19]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: 24527-24546 (2019) - [j18]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): 1203 (2019) - [j17]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): 4934 (2019) - [j16]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): 825-837 (2019) - 2018
- [j15]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): 1203-1219 (2018) - [c20]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Sleep Quality Analysis with Cardiopulmonary Coupling. ICBEA 2018: 1-6 - [c19]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: 394-400 - 2017
- [j14]Sheikh Shanawaz Mostafa, Natércia Sousa, Nuno Fábio Ferreira, Ricardo M. Sousa, João Santos, Martin Wäny, Fernando Morgado Dias:
Full image-processing pipeline in field-programmable gate array for a small endoscopic camera. J. Electronic Imaging 26(1): 13005 (2017) - [c18]Sheikh Shanawaz Mostafa, João Paulo Carvalho, Fernando Morgado Dias, Antonio G. Ravelo-García:
Optimization of sleep apnea detection using SpO2 and ANN. ICAT 2017: 1-6 - [c17]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: 1-5 - [c16]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: 1-5 - [c15]Sheikh Shanawaz Mostafa, Md. Abdul Awal, Mohiuddin Ahmad, Fernando Morgado Dias:
A Method for Designing Emg Integrator using an FPGA. IWOBI 2017: 1-6 - 2016
- [c14]Sheikh Shanawaz Mostafa, Natércia Sousa, Nuno Fábio Ferreira, Ricardo M. Sousa, João Santos, Fernando Morgado Dias, Martin Wäny:
FPGA Implementation of Gamma Correction using a Piecewise Linear Approach for a Small Size Endoscopic Camera. IMSE 2016: 1-6
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