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Antonio G. Ravelo-García
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2020 – today
- 2023
- [j33]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) - [j32]Sofía I. Martín-González, Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez:
Combining Heart Rate Variability and Oximetry to Improve Apneic Event Screening in Non-Desaturating Patients. Sensors 23(9): 4267 (2023) - 2022
- [j31]Ankit Gupta, Antonio G. Ravelo-García, Fernando Morgado Dias:
Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review. Comput. Methods Programs Biomed. 219: 106771 (2022) - [j30]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) - [j29]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) - [j28]Ankit Gupta, Antonio G. Ravelo-García, Fernando Morgado Dias:
A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm. IEEE J. Biomed. Health Informatics 26(10): 4837-4848 (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
- [j27]Carlos M. Travieso-González, Jesús Bernardino Alonso Hernández, José Miguel Canino-Rodríguez, Santiago T. Pérez-Suárez, David Cruz Sánchez Rodríguez, Antonio G. Ravelo-García:
Robust Detection of Fatigue Parameters Based on Infrared Information. IEEE Access 9: 18209-18221 (2021) - [j26]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) - [c16]Francisco J. Suárez-Díaz, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Pablo Fernández López, Carmen Paz Suárez Araujo, Guillermo Pérez-Acosta, Luciano Santana-Cabrera:
A Bayesian Classifier Combination Methodology for Early Detection of Endotracheal Obstruction of COVID-19 Patients in ICU. IWANN (1) 2021: 49-60 - [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
- [j25]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) - [j24]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) - [j23]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) - [j22]Alvaro D. Orjuela-Cañón, Alexander Cerquera, Jan A. Freund, Gabriel Juliá-Serdá, Antonio G. Ravelo-García:
Sleep apnea: Tracking effects of a first session of CPAP therapy by means of Granger causality. Comput. Methods Programs Biomed. 187: 105235 (2020) - [j21]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) - [j20]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) - [j19]José G. Hernández-Travieso, Antonio G. Ravelo-García, Jesús Bernardino Alonso Hernández, Carlos M. Travieso-González:
Neural networks fusion for temperature forecasting. Neural Comput. Appl. 32(20): 15699-15710 (2020) - [j18]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) - [j17]José L. Vásquez, Antonio G. Ravelo-García, Jesús B. Alonso, Malay Kishore Dutta, Carlos M. Travieso:
Writer identification approach by holistic graphometric features using off-line handwritten words. Neural Comput. Appl. 32(20): 15733-15746 (2020) - [j16]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) - [j15]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)
2010 – 2019
- 2019
- [j14]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) - [j13]Carlos M. Travieso, Antonio G. Ravelo-García, Jesús B. Alonso, José Miguel Canino-Rodríguez, Malay Kishore Dutta:
Improving the performance of the lip identification through the use of shape correction. Appl. Intell. 49(5): 1823-1840 (2019) - [j12]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) - [j11]José G. Hernández-Travieso, Carlos M. Travieso-González, Jesús Bernardino Alonso Hernández, José Miguel Canino-Rodríguez, Antonio G. Ravelo-García:
Modeling a robust wind-speed forecasting to apply to wind-energy production. Neural Comput. Appl. 31(11): 7891-7905 (2019) - [j10]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) - [j9]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) - [c15]José A. Godoy-Rosario, Antonio G. Ravelo-García, Pedro J. Quintana-Morales, Juan L. Navarro-Mesa:
An Approach to Rain Detection Using Sobel Image Pre-processing and Convolutional Neuronal Networks. IWANN (1) 2019: 27-38 - [c14]Iván Guerra Moreno, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Carmen Paz Suárez Araujo:
On the Application of a Recurrent Neural Network for Rainfall Quantification Based on the Received Signal from Microwave Links. IWANN (1) 2019: 39-51 - 2018
- [j8]Lucas Pereira, Antonio G. Ravelo-García:
Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers. Computing 100(11): 1133-1135 (2018) - [j7]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) - [c13]Miguel A. Vizcardo, Antonio G. Ravelo-García:
Use of Approximation Entropy for Stratification of Risk in Patients With Chagas Disease. CinC 2018: 1-4 - [c12]Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García:
Sleep Quality Analysis with Cardiopulmonary Coupling. ICBEA 2018: 1-6 - [c11]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
- [j6]Sofía I. Martín-González, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Jan F. Kraemer, Niels Wessel, Antonio G. Ravelo-García:
Heart rate variability feature selection in the presence of sleep apnea: An expert system for the characterization and detection of the disorder. Comput. Biol. Medicine 91: 47-58 (2017) - [j5]Carlos M. Travieso, Jesús B. Alonso, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Elmar Nöth, Antonio G. Ravelo-García:
Detection of different voice diseases based on the nonlinear characterization of speech signals. Expert Syst. Appl. 82: 184-195 (2017) - [c10]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 - [c9]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 - [c8]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 - 2015
- [j4]Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Ubay Casanova-Blancas, Sofía I. Martín-González, Pedro J. Quintana-Morales, Iván Guerra Moreno, José Miguel Canino-Rodríguez, Eduardo Hernández-Pérez:
Application of the Permutation Entropy over the Heart Rate Variability for the Improvement of Electrocardiogram-based Sleep Breathing Pause Detection. Entropy 17(3): 914-927 (2015) - [j3]Antonio G. Ravelo-García, Jan F. Kraemer, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez, Javier Navarro-Esteva, Gabriel Juliá-Serdá, Thomas Penzel, Niels Wessel:
Oxygen Saturation and RR Intervals Feature Selection for Sleep Apnea Detection. Entropy 17(5): 2932-2957 (2015) - [j2]José Miguel Canino-Rodríguez, Jesús García Herrero, Juan A. Besada Portas, Antonio G. Ravelo-García, Carlos Manuel Travieso-González, Jesús Bernardino Alonso Hernández:
Human Computer Interactions in Next-Generation of Aircraft Smart Navigation Management Systems: Task Analysis and Architecture under an Agent-Oriented Methodological Approach. Sensors 15(3): 5228-5250 (2015) - [j1]Elyoenai Guerra-Segura, Carlos Manuel Travieso-González, Jesús Bernardino Alonso Hernández, Antonio G. Ravelo-García, Gregorio Carretero:
Symmetry Extraction in High Sensitivity Melanoma Diagnosis. Symmetry 7(2): 1061-1079 (2015) - 2014
- [c7]Antonio G. Ravelo-García, Ubay Casanova-Blancas, Sofía I. Martín-González, Eduardo Hernández-Pérez, Iván Guerra Moreno, Pedro J. Quintana-Morales, Niels Wessel, Juan L. Navarro-Mesa:
An approach to the Enhancement of Sleep Apnea Detection by means of Detrended Fluctuation Analysis of RR intervals. CinC 2014: 905-908 - [e1]Juan Luis Navarro Mesa, Alfonso Ortega, António J. S. Teixeira, Eduardo Hernández-Pérez, Pedro J. Quintana-Morales, Antonio G. Ravelo-García, Iván Guerra Moreno, Doroteo T. Toledano:
Advances in Speech and Language Technologies for Iberian Languages - Second International Conference, IberSPEECH 2014, Las Palmas de Gran Canaria, Spain, November 19-21, 2014. Proceedings. Lecture Notes in Computer Science 8854, Springer 2014, ISBN 978-3-319-13622-6 [contents] - 2013
- [c6]Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez, Sofía I. Martín-González, Pedro J. Quintana-Morales, Iván Guerra Moreno, Gabriel Juliá-Serdá:
Cepstrum Feature Selection for the Classification of Sleep Apnea-Hypopnea Syndrome based on Heart Rate Variability. CinC 2013: 959-962 - [c5]Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Sofía I. Martín-González, Eduardo Hernández-Pérez, Pedro J. Quintana-Morales, Iván Guerra Moreno, Javier Navarro-Esteva, Gabriel Juliá-Serdá:
Cepstrum Coefficients of the RR Series for the Detection of Obstructive Sleep Apnea Based on Different Classifiers. EUROCAST (2) 2013: 266-271 - 2012
- [c4]Juan Luis Navarro Mesa, Eduardo Hernández-Pérez, Antonio G. Ravelo-García, Pedro J. Quintana-Morales, Sofía I. Martín-González:
A new DOA estimation algorithm for ARMA sources applied to sperm-whale localization. SAM 2012: 289-292 - 2011
- [c3]Eduardo Hernández-Pérez, Juan L. Navarro-Mesa, Sofía I. Martín-González, Pedro J. Quintana-Morales, Antonio G. Ravelo-García:
Path loss factor estimation for RSS-based localization algorithms with wireless sensor networks. EUSIPCO 2011: 1994-1998
2000 – 2009
- 2006
- [c2]Fernando D. Lorenzo-García, Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Sofía I. Martín-González, Pedro J. Quintana-Morales, Eduardo Hernández-Pérez:
A Chernoff ASED Approach to the Estimation of Transformation Matrices for Binary Hypothesis Testing. ICASSP (5) 2006: 753-756 - [c1]Pedro J. Quintana-Morales, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Fernando D. Lorenzo-García:
Monitoring of the natural voice variations in open and closed phases with frequency warped ARMA modeling. INTERSPEECH 2006
Coauthor Index
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