A Chernoff ASED Approach to the Estimation of Transformation Matrices for Binary Hypothesis Testing. - Fernando D. Lorenzo-García; Antonio G. Ravelo-García; Juan L. Navarro-Mesa; Sofía I. Martín-González; Pedro J. Quintana-Morales; Eduardo Hernández-Pérez (ICASSP (5), 2006)

Monitoring of the natural voice variations in open and closed phases with frequency warped ARMA modeling. - Pedro J. Quintana-Morales; Juan L. Navarro-Mesa; Antonio G. Ravelo-García; Fernando D. Lorenzo-García (INTERSPEECH, 2006)

Path loss factor estimation for RSS-based localization algorithms with wireless sensor networks. - Eduardo Hernández-Pérez; Juan L. Navarro-Mesa; Sofía I. Martín-González; Pedro J. Quintana-Morales; Antonio G. Ravelo-García (EUSIPCO, 2011)

A new DOA estimation algorithm for ARMA sources applied to sperm-whale localization. - Juan Luis Navarro Mesa; Eduardo Hernández-Pérez; Antonio G. Ravelo-García; Pedro J. Quintana-Morales; Sofía I. Martín-González (SAM, 2012)

Cepstrum Feature Selection for the Classification of Sleep Apnea-Hypopnea Syndrome based on Heart Rate Variability. - 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 (CinC, 2013)

Cepstrum Coefficients of the RR Series for the Detection of Obstructive Sleep Apnea Based on Different Classifiers. - 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 (EUROCAST (2), 2013)

An approach to the Enhancement of Sleep Apnea Detection by means of Detrended Fluctuation Analysis of RR intervals. - 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 (CinC, 2014)

Oxygen Saturation and RR Intervals Feature Selection for Sleep Apnea Detection. - Antonio G. Ravelo-García; Jan F. Kraemer; Juan L. Navarro-Mesa; Eduardo Hernández-Pérez; Javier Navarro-Esteva; Gabriel Juliá-Serdá; Thomas Penzel; Niels Wessel (Entropy, 2015)

Application of the Permutation Entropy over the Heart Rate Variability for the Improvement of Electrocardiogram-based Sleep Breathing Pause Detection. - 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 (Entropy, 2015)

Human Computer Interactions in Next-Generation of Aircraft Smart Navigation Management Systems: Task Analysis and Architecture under an Agent-Oriented Methodological Approach. - José Miguel Canino-Rodríguez; Jesús García Herrero; Juan A. Besada Portas; Antonio G. Ravelo-García; Carlos Manuel Travieso-González; Jesús Bernardino Alonso Hernández (Sensors, 2015)

Symmetry Extraction in High Sensitivity Melanoma Diagnosis. - Elyoenai Guerra-Segura; Carlos Manuel Travieso-González; Jesús Bernardino Alonso Hernández; Antonio G. Ravelo-García; Gregorio Carretero (Symmetry, 2015)

Optimization of sleep apnea detection using SpO2 and ANN. - Sheikh Shanawaz Mostafa; João Paulo Carvalho 001; Fernando Morgado Dias; Antonio G. Ravelo-García (ICAT, 2017)

A minimallyinvasive portable system for sleep apnea detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (IWOBI, 2017)

A Minimally Invasive Portable System for Sleep Apnea Detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (IWOBI, 2017)

Heart rate variability feature selection in the presence of sleep apnea: An expert system for the characterization and detection of the disorder. - Sofía I. Martín-González; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Jan F. Kraemer; Niels Wessel; Antonio G. Ravelo-García (Comput. Biol. Medicine, 2017)

Detection of different voice diseases based on the nonlinear characterization of speech signals. - Carlos M. Travieso; Jesús B. Alonso; Juan Rafael Orozco-Arroyave; Jesús Francisco Vargas-Bonilla; Elmar Nöth; Antonio G. Ravelo-García (Expert Syst. Appl., 2017)

Use of Approximation Entropy for Stratification of Risk in Patients With Chagas Disease. - Miguel A. Vizcardo; Antonio G. Ravelo-García (CinC, 2018)

Sleep Quality Analysis with Cardiopulmonary Coupling. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (ICBEA, 2018)

Automatic Detection of a Phases for CAP Classification. - Fábio Mendonça; Ana L. N. Fred; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (ICPRAM, 2018)

A portable wireless device based on oximetry for sleep apnea detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Juan L. Navarro-Mesa; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (Computing, 2018)

Highlights of ES2DE and IWOBI 2017: extended versions of selected best papers. - Lucas Pereira; Antonio G. Ravelo-García (Computing, 2018)

An Approach to Rain Detection Using Sobel Image Pre-processing and Convolutional Neuronal Networks. - José A. Godoy-Rosario; Antonio G. Ravelo-García; Pedro J. Quintana-Morales; Juan L. Navarro-Mesa (IWANN (1), 2019)

On the Application of a Recurrent Neural Network for Rainfall Quantification Based on the Received Signal from Microwave Links. - Iván Guerra Moreno; Juan L. Navarro-Mesa; Antonio G. Ravelo-García; Carmen Paz Suárez Araujo (IWANN (1), 2019)

A Review of Approaches for Sleep Quality Analysis. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García; Thomas Penzel (IEEE Access, 2019)

Improving the performance of the lip identification through the use of shape correction. - Carlos M. Travieso; Antonio G. Ravelo-García; Jesús B. Alonso; José Miguel Canino-Rodríguez; Malay Kishore Dutta (Appl. Intell., 2019)

A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Entropy, 2019)

Modeling a robust wind-speed forecasting to apply to wind-energy production. - José G. Hernández-Travieso; Carlos M. Travieso-González; Jesús Bernardino Alonso Hernández; José Miguel Canino-Rodríguez; Antonio G. Ravelo-García (Neural Comput. Appl., 2019)

A Systematic Review of Detecting Sleep Apnea Using Deep Learning. - Sheikh Shanawaz Mostafa; Fábio Mendonça; Antonio G. Ravelo-García; Fernando Morgado Dias (Sensors, 2019)

A Review of Obstructive Sleep Apnea Detection Approaches. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Antonio G. Ravelo-García; Fernando Morgado Dias; Thomas Penzel (IEEE J. Biomed. Health Informatics, 2019)

A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (IEEE Access, 2020)

Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection. - Sheikh Shanawaz Mostafa; Fábio Mendonça; Antonio G. Ravelo-García; Gabriel Juliá-Serdá; Fernando Morgado Dias (IEEE Access, 2020)

Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Biomed. Signal Process. Control., 2020)

Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Comput. Methods Programs Biomed., 2020)

Greedy based convolutional neural network optimization for detecting apnea. - Sheikh Shanawaz Mostafa; Darío Baptista; Antonio G. Ravelo-García; Gabriel Juliá-Serdá; Fernando Morgado Dias (Comput. Methods Programs Biomed., 2020)

Sleep apnea: Tracking effects of a first session of CPAP therapy by means of Granger causality. - Alvaro D. Orjuela-Cañón; Alexander Cerquera; Jan A. Freund; Gabriel Juliá-Serdá; Antonio G. Ravelo-García (Comput. Methods Programs Biomed., 2020)

Neural networks fusion for temperature forecasting. - José G. Hernández-Travieso; Antonio G. Ravelo-García; Jesús Bernardino Alonso Hernández; Carlos M. Travieso-González (Neural Comput. Appl., 2020)

Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection. - Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Neural Comput. Appl., 2020)

SC3: self-configuring classifier combination for obstructive sleep apnea. - Sheikh Shanawaz Mostafa; Fábio Mendonça; Gabriel Juliá-Serdá; Fernando Morgado Dias; Antonio G. Ravelo-García (Neural Comput. Appl., 2020)

Writer identification approach by holistic graphometric features using off-line handwritten words. - José L. Vásquez; Antonio G. Ravelo-García; Jesús B. Alonso; Malay Kishore Dutta; Carlos M. Travieso (Neural Comput. Appl., 2020)

An Oximetry Based Wireless Device for Sleep Apnea Detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Sensors, 2020)

A Bayesian Classifier Combination Methodology for Early Detection of Endotracheal Obstruction of COVID-19 Patients in ICU. - 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 (IWANN (1), 2021)

Robust Detection of Fatigue Parameters Based on Infrared Information. - Carlos M. Travieso-González; Jesús Bernardino Alonso Hernández; José Miguel Canino-Rodríguez; Santiago T. Pérez-Suárez; David Cruz Sánchez Rodríguez; Antonio G. Ravelo-García (IEEE Access, 2021)

A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Artif. Intell. Medicine, 2021)

Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Diogo Freitas; Fernando Morgado Dias; Antonio G. Ravelo-García (CoRR, 2021)

Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review. - Ankit Gupta 006; Antonio G. Ravelo-García; Fernando Morgado Dias (Comput. Methods Programs Biomed., 2022)

ProBoost: a Boosting Method for Probabilistic Classifiers. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García; Mário A. T. Figueiredo (CoRR, 2022)

Variational Autoencoder Kernel Interpretation and Selection for Classification. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (CoRR, 2022)

Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Diogo Freitas; Fernando Morgado Dias; Antonio G. Ravelo-García (Entropy, 2022)

Automatic detection of cyclic alternating pattern. - Fábio Mendonça; Ana Fred; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Neural Comput. Appl., 2022)

A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm. - Ankit Gupta 006; Antonio G. Ravelo-García; Fernando Morgado Dias (IEEE J. Biomed. Health Informatics, 2022)

On the Use of Kullback-Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García (Inf., 2023)

Combining Heart Rate Variability and Oximetry to Improve Apneic Event Screening in Non-Desaturating Patients. - Sofía I. Martín-González; Antonio G. Ravelo-García; Juan L. Navarro-Mesa; Eduardo Hernández-Pérez (Sensors, 2023)

ProBoost: Reducing Uncertainty Using a Boosting Method for Probabilistic Models. - Fábio Mendonça; Sheikh Shanawaz Mostafa; Fernando Morgado Dias; Antonio G. Ravelo-García; Mário A. T. Figueiredo (IEEE Access, 2025)