Antonio G. Ravelo-García

54 papers A 1C 1Journal 37Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models. IEEE Access Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
2023	J	`jnl`	Combining Heart Rate Variability and Oximetry to Improve Apneic Event Screening in Non-Desaturating Patients. Sensors Sofía I. Martín-González, Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez
2023	J	`jnl`	On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation. Inf. Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2022	J	`jnl`	A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm. IEEE J. Biomed. Health Informatics Ankit Gupta, Antonio G. Ravelo-García, Fernando Morgado Dias
2022	J	`jnl`	Automatic detection of cyclic alternating pattern. Neural Comput. Appl. Fábio Mendonça, Ana Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2022	J	`jnl`	Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review. Comput. Methods Programs Biomed. Ankit Gupta, Antonio G. Ravelo-García, Fernando Morgado Dias
2022	J	`jnl`	Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection. Entropy Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García
2022	J	`jnl`	ProBoost: a Boosting Method for Probabilistic Classifiers. CoRR Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
2022	J	`jnl`	Variational Autoencoder Kernel Interpretation and Selection for Classification. CoRR Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2021	—	`conf`	A Bayesian Classifier Combination Methodology for Early Detection of Endotracheal Obstruction of COVID-19 Patients in ICU. IWANN (1) 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
2021	J	`jnl`	A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation. Artif. Intell. Medicine Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2021	J	`jnl`	Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG. CoRR Fábio Mendonça, Sheikh Shanawaz Mostafa, Diogo Freitas, Fernando Morgado Dias, Antonio G. Ravelo-García
2021	J	`jnl`	Robust Detection of Fatigue Parameters Based on Infrared Information. IEEE Access Carlos M. Travieso-González, Jesús Bernardino Alonso Hernández, José Miguel Canino-Rodríguez, Santiago T. Pérez-Suárez, David Cruz Sánchez Rodríguez, Antonio G. Ravelo-García
2020	J	`jnl`	A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device. IEEE Access Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2020	J	`jnl`	An Oximetry Based Wireless Device for Sleep Apnea Detection. Sensors Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection. Neural Comput. Appl. Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal. Biomed. Signal Process. Control. Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Greedy based convolutional neural network optimization for detecting apnea. Comput. Methods Programs Biomed. Sheikh Shanawaz Mostafa, Darío Baptista, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
2020	J	`jnl`	Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring. Comput. Methods Programs Biomed. Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection. IEEE Access Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Gabriel Juliá-Serdá, Fernando Morgado Dias
2020	J	`jnl`	Neural networks fusion for temperature forecasting. Neural Comput. Appl. José G. Hernández-Travieso, Antonio G. Ravelo-García, Jesús Bernardino Alonso Hernández, Carlos M. Travieso-González
2020	J	`jnl`	SC3: self-configuring classifier combination for obstructive sleep apnea. Neural Comput. Appl. Sheikh Shanawaz Mostafa, Fábio Mendonça, Gabriel Juliá-Serdá, Fernando Morgado Dias, Antonio G. Ravelo-García
2020	J	`jnl`	Sleep apnea: Tracking effects of a first session of CPAP therapy by means of Granger causality. Comput. Methods Programs Biomed. Alvaro D. Orjuela-Cañón, Alexander Cerquera, Jan A. Freund, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2020	J	`jnl`	Writer identification approach by holistic graphometric features using off-line handwritten words. Neural Comput. Appl. José L. Vásquez, Antonio G. Ravelo-García, Jesús B. Alonso, Malay Kishore Dutta, Carlos M. Travieso
2019	J	`jnl`	A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation. Entropy Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2019	J	`jnl`	A Review of Approaches for Sleep Quality Analysis. IEEE Access Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Thomas Penzel
2019	J	`jnl`	A Review of Obstructive Sleep Apnea Detection Approaches. IEEE J. Biomed. Health Informatics Fábio Mendonça, Sheikh Shanawaz Mostafa, Antonio G. Ravelo-García, Fernando Morgado Dias, Thomas Penzel
2019	J	`jnl`	A Systematic Review of Detecting Sleep Apnea Using Deep Learning. Sensors Sheikh Shanawaz Mostafa, Fábio Mendonça, Antonio G. Ravelo-García, Fernando Morgado Dias
2019	—	`conf`	An Approach to Rain Detection Using Sobel Image Pre-processing and Convolutional Neuronal Networks. IWANN (1) José A. Godoy-Rosario, Antonio G. Ravelo-García, Pedro J. Quintana-Morales, Juan L. Navarro-Mesa
2019	J	`jnl`	Improving the performance of the lip identification through the use of shape correction. Appl. Intell. Carlos M. Travieso, Antonio G. Ravelo-García, Jesús B. Alonso, José Miguel Canino-Rodríguez, Malay Kishore Dutta
2019	J	`jnl`	Modeling a robust wind-speed forecasting to apply to wind-energy production. Neural Comput. Appl. José G. Hernández-Travieso, Carlos M. Travieso-González, Jesús Bernardino Alonso Hernández, José Miguel Canino-Rodríguez, Antonio G. Ravelo-García
2019	—	`conf`	On the Application of a Recurrent Neural Network for Rainfall Quantification Based on the Received Signal from Microwave Links. IWANN (1) Iván Guerra Moreno, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Carmen Paz Suárez Araujo
2018	J	`jnl`	A portable wireless device based on oximetry for sleep apnea detection. Computing Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2018	C	`conf`	Automatic Detection of a Phases for CAP Classification. ICPRAM Fábio Mendonça, Ana L. N. Fred, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2018	J	`jnl`	Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers. Computing Lucas Pereira, Antonio G. Ravelo-García
2018	—	`conf`	Sleep Quality Analysis with Cardiopulmonary Coupling. ICBEA Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García
2018	—	`conf`	Use of Approximation Entropy for Stratification of Risk in Patients With Chagas Disease. CinC Miguel A. Vizcardo, Antonio G. Ravelo-García
2017	—	`conf`	A Minimally Invasive Portable System for Sleep Apnea Detection. IWOBI Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2017	—	`conf`	A minimallyinvasive portable system for sleep apnea detection. IWOBI Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Antonio G. Ravelo-García
2017	J	`jnl`	Detection of different voice diseases based on the nonlinear characterization of speech signals. Expert Syst. Appl. Carlos M. Travieso, Jesús B. Alonso, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Elmar Nöth, Antonio G. Ravelo-García
2017	J	`jnl`	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 Sofía I. Martín-González, Juan L. Navarro-Mesa, Gabriel Juliá-Serdá, Jan F. Kraemer, Niels Wessel, Antonio G. Ravelo-García
2017	—	`conf`	Optimization of sleep apnea detection using SpO2 and ANN. ICAT Sheikh Shanawaz Mostafa, João Paulo Carvalho, Fernando Morgado Dias, Antonio G. Ravelo-García
2015	J	`jnl`	Application of the Permutation Entropy over the Heart Rate Variability for the Improvement of Electrocardiogram-based Sleep Breathing Pause Detection. Entropy 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
2015	J	`jnl`	Human Computer Interactions in Next-Generation of Aircraft Smart Navigation Management Systems: Task Analysis and Architecture under an Agent-Oriented Methodological Approach. Sensors José Miguel Canino-Rodríguez, Jesús García Herrero, Juan A. Besada Portas, Antonio G. Ravelo-García, Carlos Manuel Travieso-González, Jesús Bernardino Alonso Hernández
2015	J	`jnl`	Oxygen Saturation and RR Intervals Feature Selection for Sleep Apnea Detection. Entropy Antonio G. Ravelo-García, Jan F. Kraemer, Juan L. Navarro-Mesa, Eduardo Hernández-Pérez, Javier Navarro-Esteva, Gabriel Juliá-Serdá, Thomas Penzel, Niels Wessel
2015	J	`jnl`	Symmetry Extraction in High Sensitivity Melanoma Diagnosis. Symmetry Elyoenai Guerra-Segura, Carlos Manuel Travieso-González, Jesús Bernardino Alonso Hernández, Antonio G. Ravelo-García, Gregorio Carretero
2014	—	`ed.`	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 IberSPEECH 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
2014	—	`conf`	An approach to the Enhancement of Sleep Apnea Detection by means of Detrended Fluctuation Analysis of RR intervals. CinC 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
2013	—	`conf`	Cepstrum Coefficients of the RR Series for the Detection of Obstructive Sleep Apnea Based on Different Classifiers. EUROCAST (2) 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
2013	—	`conf`	Cepstrum Feature Selection for the Classification of Sleep Apnea-Hypopnea Syndrome based on Heart Rate Variability. CinC 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
2012	—	`conf`	A new DOA estimation algorithm for ARMA sources applied to sperm-whale localization. SAM Juan Luis Navarro Mesa, Eduardo Hernández-Pérez, Antonio G. Ravelo-García, Pedro J. Quintana-Morales, Sofía I. Martín-González
2011	—	`conf`	Path loss factor estimation for RSS-based localization algorithms with wireless sensor networks. EUSIPCO Eduardo Hernández-Pérez, Juan L. Navarro-Mesa, Sofía I. Martín-González, Pedro J. Quintana-Morales, Antonio G. Ravelo-García
2006	—	`conf`	A Chernoff ASED Approach to the Estimation of Transformation Matrices for Binary Hypothesis Testing. ICASSP (5) Fernando D. Lorenzo-García, Antonio G. Ravelo-García, Juan L. Navarro-Mesa, Sofía I. Martín-González, Pedro J. Quintana-Morales, Eduardo Hernández-Pérez
2006	A	`conf`	Monitoring of the natural voice variations in open and closed phases with frequency warped ARMA modeling. INTERSPEECH Pedro J. Quintana-Morales, Juan L. Navarro-Mesa, Antonio G. Ravelo-García, Fernando D. Lorenzo-García