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Fábio Mendonça
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Journal Articles
- 2024
- [j18]Joaquim Amândio Rodrigues Azevedo
, Fábio Mendonça
:
A Critical Review of the Propagation Models Employed in LoRa Systems. Sensors 24(12): 3877 (2024) - 2023
- [j17]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) - [j16]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) - [j15]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
- [j14]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) - [j13]Fábio Mendonça
, Ana 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) - 2021
- [j12]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) - 2020
- [j11]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) - [j10]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) - [j9]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) - [j8]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) - [j7]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) - [j6]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
- [j5]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) - [j4]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) - [j3]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) - [j2]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
- [j1]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)
Conference and Workshop Papers
- 2018
- [c4]Fábio Mendonça
, Sheikh Shanawaz Mostafa
, Fernando Morgado Dias, Antonio G. Ravelo-García
:
Sleep Quality Analysis with Cardiopulmonary Coupling. ICBEA 2018: 1-6 - [c3]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
- [c2]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 - [c1]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
Informal and Other Publications
- 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
- [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)
Coauthor Index
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last updated on 2024-08-14 23:21 CEST by the dblp team
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