Arturo Martínez-Rodrigo

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 55

Top Topics

Atrial Fibrillation

Emotion Recognition

Convolutional Neural Network

Quality Assessment

Top Venues

Int. J. Neural Syst.

Publications

Álvaro Huerta, Arturo Martínez-Rodrigo, Davide Carneiro, Vicente Bertomeu-González, José Joaquín Rieta, Raúl Alcaraz
Comparison of Supervised Learning Algorithms for Quality Assessment of Wearable Electrocardiograms With Paroxysmal Atrial Fibrillation. IEEE Access 11 (2023)
Álvaro Huerta, Arturo Martínez-Rodrigo, José Joaquín Rieta, Raúl Alcaraz
Relevance of Pre-Training in the Development of a Light Convolutional Neural Network for ECG Quality Assessment. CinC (2023)
Daniele Padovano, Arturo Martínez-Rodrigo, José Manuel Pastor, José Joaquín Rieta, Raúl Alcaraz
Comparison of Machine Learning and Deep Learning Methods Based on Recurrence Analysis for Obstructive Sleep Apnea Detection. CinC (2023)
Aikaterini Vraka, Lorenzo Fácila, Fernando Hornero, Arturo Martínez-Rodrigo, Raúl Alcaraz, José Joaquín Rieta
Detection of Hypertension Through Features from Heart Rate Variability and Machine Learning Analysis. CinC (2023)
Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz, Arturo Martínez-Rodrigo
Application of Dispersion Entropy for the Detection of Emotions With Electroencephalographic Signals. IEEE Trans. Cogn. Dev. Syst. 14 (3) (2022)
Daniele Padovano, Arturo Martínez-Rodrigo, José Manuel Pastor, José Joaquín Rieta, Raúl Alcaraz
Hidden Hazards Beneath Cross-Validation Methods in Machine Learning-Based Sleep Apnea Detection. CinC (2022)
Daniele Padovano, Arturo Martínez-Rodrigo, José Manuel Pastor, José Joaquín Rieta, Raúl Alcaraz
On the Generalization of Sleep Apnea Detection Methods Based on Heart Rate Variability and Machine Learning. IEEE Access 10 (2022)
Beatriz García-Martínez, Antonio Fernández-Caballero, Arturo Martínez-Rodrigo, Raúl Alcaraz, Paulo Novais
Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States. Int. J. Neural Syst. 32 (10) (2022)
Beatriz García-Martínez, Antonio Fernández-Caballero, Arturo Martínez-Rodrigo, Paulo Novais
Analysis of Electroencephalographic Signals from a Brain-Computer Interface for Emotions Detection. IWANN (1) (2021)
Beatriz García-Martínez, Arturo Martínez-Rodrigo, Raúl Alcaraz, Antonio Fernández-Caballero
A Review on Nonlinear Methods Using Electroencephalographic Recordings for Emotion Recognition. IEEE Trans. Affect. Comput. 12 (3) (2021)
Beatriz García-Martínez, Antonio Fernández-Caballero, Luciano Zunino, Arturo Martínez-Rodrigo
Recognition of Emotional States from EEG Signals with Nonlinear Regularity- and Predictability-Based Entropy Metrics. Cogn. Comput. 13 (2) (2021)
Álvaro Huerta, Arturo Martínez-Rodrigo, José Joaquín Rieta, Raúl Alcaraz
ECG Quality Assessment via Deep Learning and Data Augmentation. CinC (2021)
Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz, Arturo Martínez-Rodrigo
Detection of Emotions from Electroencephalographic Recordings by Means of a Nonlinear Functional Connectivity Measure. IWANN (1) (2021)
Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz, Arturo Martínez-Rodrigo
Assessment of dispersion patterns for negative stress detection from electroencephalographic signals. Pattern Recognit. 119 (2021)
Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz, Arturo Martínez-Rodrigo
Cross-sample entropy for the study of coordinated brain activity in calm and distress conditions with electroencephalographic recordings. Neural Comput. Appl. 33 (15) (2021)
Arturo Martínez-Rodrigo, Beatriz García-Martínez, Álvaro Huerta, Raúl Alcaraz
Detection of Negative Stress through Spectral Features of Electroencephalographic Recordings and a Convolutional Neural Network. Sensors 21 (9) (2021)
Jesús Cano, Fernando Hornero, Aurelio Quesada, Arturo Martínez-Rodrigo, Raúl Alcaraz, José Joaquín Rieta
Improved Discrimination Between Healthy and Hypertensive Individuals Combining Photoplethysmography and Electrocardiography. CinC (2021)
Raúl Alcaraz, Arturo Martínez-Rodrigo, Roberto Zangróniz, José Joaquín Rieta
Early Prediction of Students at Risk of Failing a Face-to-Face Course in Power Electronic Systems. IEEE Trans. Learn. Technol. 14 (5) (2021)
Álvaro Huerta Herraiz, Arturo Martínez-Rodrigo, Vicente Bertomeu-González, Aurelio Quesada, José Joaquín Rieta, Raúl Alcaraz
A Deep Learning Approach for Featureless Robust Quality Assessment of Intermittent Atrial Fibrillation Recordings from Portable and Wearable Devices. Entropy 22 (7) (2020)
Álvaro Huerta, Arturo Martínez-Rodrigo, Miguel A. Arias, Philip Langley, José Joaquín Rieta, Raúl Alcaraz
Application of Deep Learning for Quality Assessment of Atrial Fibrillation ECG Recordings. CinC (2020)
Álvaro Huerta, Arturo Martínez-Rodrigo, José Joaquín Rieta, Raúl Alcaraz
A Deep Learning Solution for Automatized Interpretation of 12-Lead ECGs. CinC (2020)
Arturo Martínez-Rodrigo, Luz Fernández-Aguilar, Roberto Zangróniz, José Miguel Latorre, José Manuel Pastor, Antonio Fernández-Caballero
Film mood induction and emotion classification using physiological signals for health and wellness promotion in older adults living alone. Expert Syst. J. Knowl. Eng. 37 (2) (2020)
Daniele Padovano, Arturo Martínez-Rodrigo, José Manuel Pastor, José Joaquín Rieta, Raúl Alcaraz
Obstructive Sleep Apnea Detection Methods Based on Heart Rate Variability Analysis: Opportunities for a Future Cinc Challenge. CinC (2020)
Raúl Alcaraz, Arturo Martínez-Rodrigo, Roberto Zangróniz, José Joaquín Rieta
Blending Inverted Lectures and Laboratory Experiments to Improve Learning in an Introductory Course in Digital Systems. IEEE Trans. Educ. 63 (3) (2020)
Beatriz García-Martínez, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero, José Moncho-Bogani, Raúl Alcaraz
Nonlinear predictability analysis of brain dynamics for automatic recognition of negative stress. Neural Comput. Appl. 32 (17) (2020)
Álvaro Huerta, Arturo Martínez-Rodrigo, Alberto Puchol, Marta I Pachón, José Joaquín Rieta, Raúl Alcaraz
Comparative Study of Convolutional Neural Networks for ECG Quality Assessment. CinC (2020)
Roberto Sánchez-Reolid, Arturo Martínez-Rodrigo, María T. López, Antonio Fernández-Caballero
Deep Support Vector Machines for the Identification of Stress Condition from Electrodermal Activity. Int. J. Neural Syst. 30 (7) (2020)
Arturo Martínez-Rodrigo, Beatriz García-Martínez, Raúl Alcaraz, Pascual González, Antonio Fernández-Caballero
Multiscale Entropy Analysis for Recognition of Visually Elicited Negative Stress From EEG Recordings. Int. J. Neural Syst. 29 (2) (2019)
Luz Fernández-Aguilar, Arturo Martínez-Rodrigo, José Moncho-Bogani, Antonio Fernández-Caballero, José Miguel Latorre
Emotion Detection in Aging Adults Through Continuous Monitoring of Electro-Dermal Activity and Heart-Rate Variability. IWINAC (1) (2019)
Roberto Sánchez-Reolid, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero
Stress Identification from Electrodermal Activity by Support Vector Machines. IWINAC (1) (2019)
Arturo Martínez-Rodrigo, Beatriz García-Martínez, Luciano Zunino, Raúl Alcaraz, Antonio Fernández-Caballero
Multi-Lag Analysis of Symbolic Entropies on EEG Recordings for Distress Recognition. Frontiers Neuroinformatics 13 (2019)
Beatriz García-Martínez, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero, Raúl Alcaraz
Multilag Extension of Quadratic Sample Entropy for Distress Recognition with EEG Recordings. ISAmI (2018)
Arturo Martínez-Rodrigo, Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz
Testing a New Methodology for Accelerating the Computation of Quadratic Sample Entropy in Emotion Recognition Systems. ISAmI (2018)
Alicia Fernández-Sotos, Arturo Martínez-Rodrigo, José Moncho-Bogani, José Miguel Latorre, Antonio Fernández-Caballero
Neural Correlates of Phrase Quadrature Perception in Harmonic Rhythm: An EEG Study Using a Brain-Computer Interface. Int. J. Neural Syst. 28 (5) (2018)
Beatriz García-Martínez, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero, José Moncho-Bogani, José Manuel Pastor, Raúl Alcaraz
Nonlinear Symbolic Assessment of Electroencephalographic Recordings for Negative Stress Recognition. IWINAC (1) (2017)
Arturo Martínez-Rodrigo, Beatriz García-Martínez, Raúl Alcaraz, Antonio Fernández-Caballero, Pascual González
Study of Electroencephalographic Signal Regularity for Automatic Emotion Recognition. UCAmI (2017)
Roberto Zangróniz, Arturo Martínez-Rodrigo, José Manuel Pastor, María T. López, Antonio Fernández-Caballero
Electrodermal Activity Sensor for Classification of Calm/Distress Condition. Sensors 17 (10) (2017)
Arturo Martínez-Rodrigo, Alicia Fernández-Sotos, José Miguel Latorre, José Moncho-Bogani, Antonio Fernández-Caballero
Neural Correlates of Phrase Rhythm: An EEG Study of Bipartite vs. Rondo Sonata Form. Frontiers Neuroinformatics 11 (2017)
Beatriz García-Martínez, Arturo Martínez-Rodrigo, Raúl Alcaraz, Antonio Fernández-Caballero, Pascual González
Nonlinear Methodologies Applied to Automatic Recognition of Emotions: An EEG Review. UCAmI (2017)
Beatriz García-Martínez, Arturo Martínez-Rodrigo, Roberto Zangróniz, José Manuel Pastor, Raúl Alcaraz
Symbolic Analysis of Brain Dynamics Detects Negative Stress. Entropy 19 (5) (2017)
Beatriz García-Martínez, Arturo Martínez-Rodrigo, Antonio Fernández-Caballero, Pascual González, Raúl Alcaraz
Conditional Entropy Estimates for Distress Detection with EEG Signals. IWINAC (1) (2017)
Arturo Martínez-Rodrigo, Roberto Zangróniz, José Manuel Pastor, Marina V. Sokolova
Arousal level classification of the aging adult from electro-dermal activity: From hardware development to software architecture. Pervasive Mob. Comput. 34 (2017)
Raúl Alcaraz, Beatriz García-Martínez, Roberto Zangróniz, Arturo Martínez-Rodrigo
Recent Advances and Challenges in Nonlinear Characterization of Brain Dynamics for Automatic Recognition of Emotional States. IWINAC (1) (2017)
José Carlos Castillo, Antonio Fernández-Caballero, Juan Serrano-Cuerda, María T. López, Arturo Martínez-Rodrigo
Smart environment architecture for robust people detection by infrared and visible video fusion. J. Ambient Intell. Humaniz. Comput. 8 (2) (2017)
Arturo Martínez-Rodrigo, José Manuel Pastor, Roberto Zangróniz, César Sánchez-Meléndez, Antonio Fernández-Caballero
ARISTARKO: A Software Framework for Physiological Data Acquisition. ISAmI (2016)
Beatriz García-Martínez, Arturo Martínez-Rodrigo, Roberto Zangróniz Higuera, José Manuel Pastor, Raúl Alcaraz
Application of Entropy-Based Metrics to Identify Emotional Distress from Electroencephalographic Recordings. Entropy 18 (6) (2016)
Arturo Martínez-Rodrigo, Antonio Fernández-Caballero, Fábio Silva, Paulo Novais
Monitoring Electrodermal Activity for Stress Recognition Using a Wearable. Intelligent Environments (Workshops) (2016)
Arturo Martínez-Rodrigo, Beatriz García-Martínez, Raúl Alcaraz, José Manuel Pastor, Antonio Fernández-Caballero
EEG Mapping for Arousal Level Quantification Using Dynamic Quadratic Entropy. ISAmI (2016)
Antonio Fernández-Caballero, Arturo Martínez-Rodrigo, José Manuel Pastor, José Carlos Castillo, Elena Lozano-Monasor, María T. López, Roberto Zangróniz, José Miguel Latorre, Alicia Fernández-Sotos
Smart environment architecture for emotion detection and regulation. J. Biomed. Informatics 64 (2016)
Raúl Alcaraz, Arturo Martínez-Rodrigo, José Joaquín Rieta
Role of the P-wave high frequency energy and duration as noninvasive cardiovascular predictors of paroxysmal atrial fibrillation. Comput. Methods Programs Biomed. 119 (2) (2015)
José Carlos Castillo, Juan Serrano-Cuerda, Antonio Fernández-Caballero, Arturo Martínez-Rodrigo
Hierarchical Architecture for Robust People Detection by Fusion of Infrared and Visible Video. IDC (2015)
Arturo Martínez-Rodrigo, Roberto Zangróniz Higuera, José Manuel Pastor, José Miguel Latorre, Antonio Fernández-Caballero
Emotion Detection in Ageing Adults from Physiological Sensors. ISAmI (2015)
Arturo Martínez-Rodrigo, Roberto Zangróniz, José Manuel Pastor, Antonio Fernández-Caballero
Arousal Level Classification in the Ageing Adult by Measuring Electrodermal Skin Conductivity. AmIHEALTH (2015)
Raúl Alcaraz, Arturo Martínez-Rodrigo, José Joaquín Rieta
The Lagged Central Tendency Measure Applied to Assess P-wave Duration Variability Improves Paroxysmal Atrial Fibrillation Onset Prediction. CinC (2015)
Marina V. Sokolova, Antonio Fernández-Caballero, María T. López, Arturo Martínez-Rodrigo, Roberto Zangróniz Higuera, José Manuel Pastor
A Distributed Architecture for Multimodal Emotion Identification. PAAMS (Special Sessions) (2015)
Arturo Martínez-Rodrigo, Raúl Alcaraz, José Joaquín Rieta
Ventricular activity morphological characterization: Ectopic beats removal in long term atrial fibrillation recordings. Comput. Methods Programs Biomed. 109 (3) (2013)
Arturo Martínez-Rodrigo, Raúl Alcaraz, José Joaquín Rieta
Detection and removal of ventricular ectopic beats in atrial fibrillation recordings via principal component analysis. EMBC (2011)