Antonio G. Ravelo-García

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 41

Top Topics

Feature Selection

Top Venues

Neural Comput. Appl.

Comput. Methods Programs Biomed.

Publications

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)
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) (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)
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 (2022)
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) (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)
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)
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 (2021)
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 (2020)
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)
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 (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)
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) (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)
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) (2020)
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) (2020)
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)
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)
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) (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)
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)
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) (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)
Lucas Pereira, Antonio G. Ravelo-García
Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers. Computing 100 (11) (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)
Miguel A. Vizcardo, Antonio G. Ravelo-García
Use of Approximation Entropy for Stratification of Risk in Patients With Chagas Disease. CinC (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)
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 (2017)
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 (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)
Sheikh Shanawaz Mostafa, João Paulo Carvalho, Fernando Morgado Dias, Antonio G. Ravelo-García
Optimization of sleep apnea detection using SpO2 and ANN. ICAT (2017)
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) (2015)
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) (2015)
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) (2015)
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) (2015)
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)
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)
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)
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)
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)
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)
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)