Detection and removal of ventricular ectopic beats in atrial fibrillation recordings via principal component analysis. - Arturo Martínez-Rodrigo; Raúl Alcaraz 001; José Joaquín Rieta (EMBC, 2011)

Ventricular activity morphological characterization: Ectopic beats removal in long term atrial fibrillation recordings. - Arturo Martínez-Rodrigo; Raúl Alcaraz 001; José Joaquín Rieta (Comput. Methods Programs Biomed., 2013)

Arousal Level Classification in the Ageing Adult by Measuring Electrodermal Skin Conductivity. - Arturo Martínez-Rodrigo; Roberto Zangróniz; José Manuel Pastor 001; Antonio Fernández-Caballero 001 (AmIHEALTH, 2015)

The Lagged Central Tendency Measure Applied to Assess P-wave Duration Variability Improves Paroxysmal Atrial Fibrillation Onset Prediction. - Raúl Alcaraz 001; Arturo Martínez-Rodrigo; José Joaquín Rieta (CinC, 2015)

Hierarchical Architecture for Robust People Detection by Fusion of Infrared and Visible Video. - José Carlos Castillo 001; Juan Serrano-Cuerda; Antonio Fernández-Caballero 001; Arturo Martínez-Rodrigo (IDC, 2015)

Emotion Detection in Ageing Adults from Physiological Sensors. - Arturo Martínez-Rodrigo; Roberto Zangróniz Higuera; José Manuel Pastor 001; José Miguel Latorre; Antonio Fernández-Caballero 001 (ISAmI, 2015)

A Distributed Architecture for Multimodal Emotion Identification. - Marina V. Sokolova; Antonio Fernández-Caballero 001; María T. López; Arturo Martínez-Rodrigo; Roberto Zangróniz Higuera; José Manuel Pastor 001 (PAAMS (Special Sessions), 2015)

Role of the P-wave high frequency energy and duration as noninvasive cardiovascular predictors of paroxysmal atrial fibrillation. - Raúl Alcaraz 001; Arturo Martínez-Rodrigo; José Joaquín Rieta (Comput. Methods Programs Biomed., 2015)

Monitoring Electrodermal Activity for Stress Recognition Using a Wearable. - Arturo Martínez-Rodrigo; Antonio Fernández-Caballero 001; Fábio Silva; Paulo Novais (Intelligent Environments (Workshops), 2016)

EEG Mapping for Arousal Level Quantification Using Dynamic Quadratic Entropy. - Arturo Martínez-Rodrigo; Beatriz García-Martínez; Raúl Alcaraz 001; José Manuel Pastor 001; Antonio Fernández-Caballero 001 (ISAmI, 2016)

ARISTARKO: A Software Framework for Physiological Data Acquisition. - Arturo Martínez-Rodrigo; José Manuel Pastor 001; Roberto Zangróniz; César Sánchez-Meléndez; Antonio Fernández-Caballero 001 (ISAmI, 2016)

Application of Entropy-Based Metrics to Identify Emotional Distress from Electroencephalographic Recordings. - Beatriz García-Martínez; Arturo Martínez-Rodrigo; Roberto Zangróniz Higuera; José Manuel Pastor 001; Raúl Alcaraz 001 (Entropy, 2016)

Smart environment architecture for emotion detection and regulation. - Antonio Fernández-Caballero 001; Arturo Martínez-Rodrigo; José Manuel Pastor 001; José Carlos Castillo 001; Elena Lozano-Monasor; María T. López; Roberto Zangróniz; José Miguel Latorre; Alicia Fernández-Sotos (J. Biomed. Informatics, 2016)

Recent Advances and Challenges in Nonlinear Characterization of Brain Dynamics for Automatic Recognition of Emotional States. - Raúl Alcaraz 001; Beatriz García-Martínez; Roberto Zangróniz; Arturo Martínez-Rodrigo (IWINAC (1), 2017)

Conditional Entropy Estimates for Distress Detection with EEG Signals. - Beatriz García-Martínez; Arturo Martínez-Rodrigo; Antonio Fernández-Caballero 001; Pascual González; Raúl Alcaraz 001 (IWINAC (1), 2017)

Nonlinear Symbolic Assessment of Electroencephalographic Recordings for Negative Stress Recognition. - Beatriz García-Martínez; Arturo Martínez-Rodrigo; Antonio Fernández-Caballero 001; José Moncho-Bogani; José Manuel Pastor 001; Raúl Alcaraz 001 (IWINAC (1), 2017)

Nonlinear Methodologies Applied to Automatic Recognition of Emotions: An EEG Review. - Beatriz García-Martínez; Arturo Martínez-Rodrigo; Raúl Alcaraz 001; Antonio Fernández-Caballero 001; Pascual González (UCAmI, 2017)

Study of Electroencephalographic Signal Regularity for Automatic Emotion Recognition. - Arturo Martínez-Rodrigo; Beatriz García-Martínez; Raúl Alcaraz 001; Antonio Fernández-Caballero 001; Pascual González (UCAmI, 2017)

Symbolic Analysis of Brain Dynamics Detects Negative Stress. - Beatriz García-Martínez; Arturo Martínez-Rodrigo; Roberto Zangróniz; José Manuel Pastor 001; Raúl Alcaraz 001 (Entropy, 2017)

Neural Correlates of Phrase Rhythm: An EEG Study of Bipartite vs. Rondo Sonata Form. - Arturo Martínez-Rodrigo; Alicia Fernández-Sotos; José Miguel Latorre; José Moncho-Bogani; Antonio Fernández-Caballero 001 (Frontiers Neuroinformatics, 2017)

Smart environment architecture for robust people detection by infrared and visible video fusion. - José Carlos Castillo 001; Antonio Fernández-Caballero 001; Juan Serrano-Cuerda; María T. López; Arturo Martínez-Rodrigo (J. Ambient Intell. Humaniz. Comput., 2017)

Arousal level classification of the aging adult from electro-dermal activity: From hardware development to software architecture. - Arturo Martínez-Rodrigo; Roberto Zangróniz; José Manuel Pastor 001; Marina V. Sokolova (Pervasive Mob. Comput., 2017)

Electrodermal Activity Sensor for Classification of Calm/Distress Condition. - Roberto Zangróniz; Arturo Martínez-Rodrigo; José Manuel Pastor 001; María T. López; Antonio Fernández-Caballero 001 (Sensors, 2017)

Multilag Extension of Quadratic Sample Entropy for Distress Recognition with EEG Recordings. - Beatriz García-Martínez; Arturo Martínez-Rodrigo; Antonio Fernández-Caballero 001; Raúl Alcaraz 001 (ISAmI, 2018)

Testing a New Methodology for Accelerating the Computation of Quadratic Sample Entropy in Emotion Recognition Systems. - Arturo Martínez-Rodrigo; Beatriz García-Martínez; Antonio Fernández-Caballero 001; Raúl Alcaraz 001 (ISAmI, 2018)

Neural Correlates of Phrase Quadrature Perception in Harmonic Rhythm: An EEG Study Using a Brain-Computer Interface. - Alicia Fernández-Sotos; Arturo Martínez-Rodrigo; José Moncho-Bogani; José Miguel Latorre; Antonio Fernández-Caballero 001 (Int. J. Neural Syst., 2018)

Emotion Detection in Aging Adults Through Continuous Monitoring of Electro-Dermal Activity and Heart-Rate Variability. - Luz Fernández-Aguilar; Arturo Martínez-Rodrigo; José Moncho-Bogani; Antonio Fernández-Caballero 001; José Miguel Latorre (IWINAC (1), 2019)

Stress Identification from Electrodermal Activity by Support Vector Machines. - Roberto Sánchez-Reolid; Arturo Martínez-Rodrigo; Antonio Fernández-Caballero 001 (IWINAC (1), 2019)

Multi-Lag Analysis of Symbolic Entropies on EEG Recordings for Distress Recognition. - Arturo Martínez-Rodrigo; Beatriz García-Martínez; Luciano Zunino; Raúl Alcaraz 001; Antonio Fernández-Caballero 001 (Frontiers Neuroinformatics, 2019)

Multiscale Entropy Analysis for Recognition of Visually Elicited Negative Stress From EEG Recordings. - Arturo Martínez-Rodrigo; Beatriz García-Martínez; Raúl Alcaraz 001; Pascual González; Antonio Fernández-Caballero 001 (Int. J. Neural Syst., 2019)

Application of Deep Learning for Quality Assessment of Atrial Fibrillation ECG Recordings. - Álvaro Huerta; Arturo Martínez-Rodrigo; Miguel A. Arias; Philip Langley; José Joaquín Rieta; Raúl Alcaraz 001 (CinC, 2020)

A Deep Learning Solution for Automatized Interpretation of 12-Lead ECGs. - Álvaro Huerta; Arturo Martínez-Rodrigo; José Joaquín Rieta; Raúl Alcaraz 001 (CinC, 2020)

Comparative Study of Convolutional Neural Networks for ECG Quality Assessment. - Álvaro Huerta; Arturo Martínez-Rodrigo; Alberto Puchol; Marta I Pachón; José Joaquín Rieta; Raúl Alcaraz 001 (CinC, 2020)

Obstructive Sleep Apnea Detection Methods Based on Heart Rate Variability Analysis: Opportunities for a Future Cinc Challenge. - Daniele Padovano; Arturo Martínez-Rodrigo; José Manuel Pastor 001; José Joaquín Rieta; Raúl Alcaraz 001 (CinC, 2020)

A Deep Learning Approach for Featureless Robust Quality Assessment of Intermittent Atrial Fibrillation Recordings from Portable and Wearable Devices. - Álvaro Huerta Herraiz; Arturo Martínez-Rodrigo; Vicente Bertomeu-González; Aurelio Quesada; José Joaquín Rieta; Raúl Alcaraz 001 (Entropy, 2020)

Film mood induction and emotion classification using physiological signals for health and wellness promotion in older adults living alone. - Arturo Martínez-Rodrigo; Luz Fernández-Aguilar; Roberto Zangróniz; José Miguel Latorre; José Manuel Pastor 001; Antonio Fernández-Caballero 001 (Expert Syst. J. Knowl. Eng., 2020)

Deep Support Vector Machines for the Identification of Stress Condition from Electrodermal Activity. - Roberto Sánchez-Reolid; Arturo Martínez-Rodrigo; María T. López; Antonio Fernández-Caballero 001 (Int. J. Neural Syst., 2020)

Nonlinear predictability analysis of brain dynamics for automatic recognition of negative stress. - Beatriz García-Martínez; Arturo Martínez-Rodrigo; Antonio Fernández-Caballero 001; José Moncho-Bogani; Raúl Alcaraz 001 (Neural Comput. Appl., 2020)

Blending Inverted Lectures and Laboratory Experiments to Improve Learning in an Introductory Course in Digital Systems. - Raúl Alcaraz 001; Arturo Martínez-Rodrigo; Roberto Zangróniz; José Joaquín Rieta (IEEE Trans. Educ., 2020)

Improved Discrimination Between Healthy and Hypertensive Individuals Combining Photoplethysmography and Electrocardiography. - Jesús Cano 003; Fernando Hornero; Aurelio Quesada; Arturo Martínez-Rodrigo; Raúl Alcaraz 001; José Joaquín Rieta (CinC, 2021)

ECG Quality Assessment via Deep Learning and Data Augmentation. - Álvaro Huerta; Arturo Martínez-Rodrigo; José Joaquín Rieta; Raúl Alcaraz 001 (CinC, 2021)

Analysis of Electroencephalographic Signals from a Brain-Computer Interface for Emotions Detection. - Beatriz García-Martínez; Antonio Fernández-Caballero 001; Arturo Martínez-Rodrigo; Paulo Novais (IWANN (1), 2021)

Detection of Emotions from Electroencephalographic Recordings by Means of a Nonlinear Functional Connectivity Measure. - Beatriz García-Martínez; Antonio Fernández-Caballero 001; Raúl Alcaraz 001; Arturo Martínez-Rodrigo (IWANN (1), 2021)

Recognition of Emotional States from EEG Signals with Nonlinear Regularity- and Predictability-Based Entropy Metrics. - Beatriz García-Martínez; Antonio Fernández-Caballero 001; Luciano Zunino; Arturo Martínez-Rodrigo (Cogn. Comput., 2021)

Cross-sample entropy for the study of coordinated brain activity in calm and distress conditions with electroencephalographic recordings. - Beatriz García-Martínez; Antonio Fernández-Caballero 001; Raúl Alcaraz 001; Arturo Martínez-Rodrigo (Neural Comput. Appl., 2021)

Assessment of dispersion patterns for negative stress detection from electroencephalographic signals. - Beatriz García-Martínez; Antonio Fernández-Caballero 001; Raúl Alcaraz 001; Arturo Martínez-Rodrigo (Pattern Recognit., 2021)

Detection of Negative Stress through Spectral Features of Electroencephalographic Recordings and a Convolutional Neural Network. - Arturo Martínez-Rodrigo; Beatriz García-Martínez; Álvaro Huerta; Raúl Alcaraz 001 (Sensors, 2021)

A Review on Nonlinear Methods Using Electroencephalographic Recordings for Emotion Recognition. - Beatriz García-Martínez; Arturo Martínez-Rodrigo; Raúl Alcaraz 001; Antonio Fernández-Caballero 001 (IEEE Trans. Affect. Comput., 2021)

Early Prediction of Students at Risk of Failing a Face-to-Face Course in Power Electronic Systems. - Raúl Alcaraz 001; Arturo Martínez-Rodrigo; Roberto Zangróniz; José Joaquín Rieta (IEEE Trans. Learn. Technol., 2021)

Hidden Hazards Beneath Cross-Validation Methods in Machine Learning-Based Sleep Apnea Detection. - Daniele Padovano; Arturo Martínez-Rodrigo; José Manuel Pastor 001; José Joaquín Rieta; Raúl Alcaraz 001 (CinC, 2022)

On the Generalization of Sleep Apnea Detection Methods Based on Heart Rate Variability and Machine Learning. - Daniele Padovano; Arturo Martínez-Rodrigo; José Manuel Pastor 001; José Joaquín Rieta; Raúl Alcaraz 001 (IEEE Access, 2022)

Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States. - Beatriz García-Martínez; Antonio Fernández-Caballero 001; Arturo Martínez-Rodrigo; Raúl Alcaraz 001; Paulo Novais (Int. J. Neural Syst., 2022)

Application of Dispersion Entropy for the Detection of Emotions With Electroencephalographic Signals. - Beatriz García-Martínez; Antonio Fernández-Caballero 001; Raúl Alcaraz 001; Arturo Martínez-Rodrigo (IEEE Trans. Cogn. Dev. Syst., 2022)

Relevance of Pre-Training in the Development of a Light Convolutional Neural Network for ECG Quality Assessment. - Álvaro Huerta; Arturo Martínez-Rodrigo; José Joaquín Rieta; Raúl Alcaraz 001 (CinC, 2023)

Comparison of Machine Learning and Deep Learning Methods Based on Recurrence Analysis for Obstructive Sleep Apnea Detection. - Daniele Padovano; Arturo Martínez-Rodrigo; José Manuel Pastor 001; José Joaquín Rieta; Raúl Alcaraz 001 (CinC, 2023)

Detection of Hypertension Through Features from Heart Rate Variability and Machine Learning Analysis. - Aikaterini Vraka; Lorenzo Fácila; Fernando Hornero; Arturo Martínez-Rodrigo; Raúl Alcaraz 001; José Joaquín Rieta (CinC, 2023)

Intelligent Heart Rate Monitoring from a Social Robot. - Arturo Martínez-Rodrigo; José Carlos Castillo 001; Sara Carrasco-Martínez; Daniele Padovano; Ângelo Costa (ISAmI, 2023)

Comparison of Supervised Learning Algorithms for Quality Assessment of Wearable Electrocardiograms With Paroxysmal Atrial Fibrillation. - Álvaro Huerta; Arturo Martínez-Rodrigo; Davide Carneiro; Vicente Bertomeu-González; José Joaquín Rieta; Raúl Alcaraz 001 (IEEE Access, 2023)

Single-lead electrocardiogram quality assessment in the context of paroxysmal atrial fibrillation through phase space plots. - Álvaro Huerta; Arturo Martínez-Rodrigo; Vicente Bertomeu-González; Óscar Ayo-Martin; José Joaquín Rieta; Raúl Alcaraz 001 (Biomed. Signal Process. Control., 2024)

Development of a recommendation system and data analysis in personalized medicine: an approach towards healthy vascular ageing. - Arturo Martínez-Rodrigo; José Carlos Castillo 001; Alicia Saz-Lara; Iris Otero-Luis; Iván Cavero-Redondo (Health Inf. Sci. Syst., 2024)

A Novel Nonlinear Method for Cardiovascular Data Synchronization. - Daniele Padovano; Arturo Martínez-Rodrigo; Norbert Marwan; Santiago Mula Muñoz; José Joaquín Rieta; Raúl Alcaraz 001 (IEEE Access, 2025)