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Arturo Martínez-Rodrigo
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2020 – today
- 2024
- [j29]Álvaro Huerta
, Arturo Martínez-Rodrigo
Single-lead electrocardiogram quality assessment in the context of paroxysmal atrial fibrillation through phase space plots. Biomed. Signal Process. Control. 91: 105920 (2024) - [j28]Arturo Martínez-Rodrigo
Development of a recommendation system and data analysis in personalized medicine: an approach towards healthy vascular ageing. Health Inf. Sci. Syst. 12(1): 34 (2024) - 2023
- [j27]Álvaro Huerta
Comparison of Supervised Learning Algorithms for Quality Assessment of Wearable Electrocardiograms With Paroxysmal Atrial Fibrillation. IEEE Access 11: 106126-106140 (2023) - [c31]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: 1-4 - [c30]Daniele Padovano
Comparison of Machine Learning and Deep Learning Methods Based on Recurrence Analysis for Obstructive Sleep Apnea Detection. CinC 2023: 1-4 - [c29]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: 1-4 - [c28]Arturo Martínez-Rodrigo
Intelligent Heart Rate Monitoring from a Social Robot. ISAmI 2023: 43-52 - 2022
- [j26]Daniele Padovano
On the Generalization of Sleep Apnea Detection Methods Based on Heart Rate Variability and Machine Learning. IEEE Access 10: 92710-92725 (2022) - [j25]Beatriz García-Martínez, Antonio Fernández-Caballero
Evaluation of Brain Functional Connectivity from Electroencephalographic Signals Under Different Emotional States. Int. J. Neural Syst. 32(10): 2250026:1-2250026:16 (2022) - [j24]Beatriz García-Martínez
Application of Dispersion Entropy for the Detection of Emotions With Electroencephalographic Signals. IEEE Trans. Cogn. Dev. Syst. 14(3): 1179-1187 (2022) - [c27]Daniele Padovano
Hidden Hazards Beneath Cross-Validation Methods in Machine Learning-Based Sleep Apnea Detection. CinC 2022: 1-4 - 2021
- [j23]Beatriz García-Martínez, Antonio Fernández-Caballero, Luciano Zunino
Recognition of Emotional States from EEG Signals with Nonlinear Regularity- and Predictability-Based Entropy Metrics. Cogn. Comput. 13(2): 403-417 (2021) - [j22]Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz
Cross-sample entropy for the study of coordinated brain activity in calm and distress conditions with electroencephalographic recordings. Neural Comput. Appl. 33(15): 9343-9352 (2021) - [j21]Beatriz García-Martínez
Assessment of dispersion patterns for negative stress detection from electroencephalographic signals. Pattern Recognit. 119: 108094 (2021) - [j20]Arturo Martínez-Rodrigo
Detection of Negative Stress through Spectral Features of Electroencephalographic Recordings and a Convolutional Neural Network. Sensors 21(9): 3050 (2021) - [j19]Beatriz García-Martínez
A Review on Nonlinear Methods Using Electroencephalographic Recordings for Emotion Recognition. IEEE Trans. Affect. Comput. 12(3): 801-820 (2021) - [j18]Raúl Alcaraz, Arturo Martínez-Rodrigo
Early Prediction of Students at Risk of Failing a Face-to-Face Course in Power Electronic Systems. IEEE Trans. Learn. Technol. 14(5): 590-603 (2021) - [c26]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: 1-4 - [c25]Álvaro Huerta
ECG Quality Assessment via Deep Learning and Data Augmentation. CinC 2021: 1-4 - [c24]Beatriz García-Martínez, Antonio Fernández-Caballero
Analysis of Electroencephalographic Signals from a Brain-Computer Interface for Emotions Detection. IWANN (1) 2021: 219-229 - [c23]Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz
Detection of Emotions from Electroencephalographic Recordings by Means of a Nonlinear Functional Connectivity Measure. IWANN (1) 2021: 242-252 - 2020
- [j17]Álvaro Huerta Herraiz
A Deep Learning Approach for Featureless Robust Quality Assessment of Intermittent Atrial Fibrillation Recordings from Portable and Wearable Devices. Entropy 22(7): 733 (2020) - [j16]Arturo Martínez-Rodrigo
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) - [j15]Roberto Sánchez-Reolid, Arturo Martínez-Rodrigo
Deep Support Vector Machines for the Identification of Stress Condition from Electrodermal Activity. Int. J. Neural Syst. 30(7): 2050031:1-2050031:16 (2020) - [j14]Beatriz García-Martínez, Arturo Martínez-Rodrigo
Nonlinear predictability analysis of brain dynamics for automatic recognition of negative stress. Neural Comput. Appl. 32(17): 13221-13231 (2020) - [j13]Raúl Alcaraz
Blending Inverted Lectures and Laboratory Experiments to Improve Learning in an Introductory Course in Digital Systems. IEEE Trans. Educ. 63(3): 144-154 (2020) - [c22]Álvaro Huerta
Application of Deep Learning for Quality Assessment of Atrial Fibrillation ECG Recordings. CinC 2020: 1-4 - [c21]Álvaro Huerta
A Deep Learning Solution for Automatized Interpretation of 12-Lead ECGs. CinC 2020: 1-4 - [c20]Álvaro Huerta
Comparative Study of Convolutional Neural Networks for ECG Quality Assessment. CinC 2020: 1-4 - [c19]Daniele Padovano
Obstructive Sleep Apnea Detection Methods Based on Heart Rate Variability Analysis: Opportunities for a Future Cinc Challenge. CinC 2020: 1-4
2010 – 2019
- 2019
- [j12]Arturo Martínez-Rodrigo
Multi-Lag Analysis of Symbolic Entropies on EEG Recordings for Distress Recognition. Frontiers Neuroinformatics 13: 40 (2019) - [j11]Arturo Martínez-Rodrigo
Multiscale Entropy Analysis for Recognition of Visually Elicited Negative Stress From EEG Recordings. Int. J. Neural Syst. 29(2): 1850038:1-1850038:17 (2019) - [c18]Roberto Sánchez-Reolid, Arturo Martínez-Rodrigo
Stress Identification from Electrodermal Activity by Support Vector Machines. IWINAC (1) 2019: 202-211 - [c17]Luz Fernández-Aguilar
Emotion Detection in Aging Adults Through Continuous Monitoring of Electro-Dermal Activity and Heart-Rate Variability. IWINAC (1) 2019: 252-261 - 2018
- [j10]Alicia Fernández-Sotos, Arturo Martínez-Rodrigo
Neural Correlates of Phrase Quadrature Perception in Harmonic Rhythm: An EEG Study Using a Brain-Computer Interface. Int. J. Neural Syst. 28(5): 1750054:1-1750054:13 (2018) - [c16]Arturo Martínez-Rodrigo
Testing a New Methodology for Accelerating the Computation of Quadratic Sample Entropy in Emotion Recognition Systems. ISAmI 2018: 256-264 - [c15]Beatriz García-Martínez, Arturo Martínez-Rodrigo
Multilag Extension of Quadratic Sample Entropy for Distress Recognition with EEG Recordings. ISAmI 2018: 274-281 - 2017
- [j9]Beatriz García-Martínez, Arturo Martínez-Rodrigo
Symbolic Analysis of Brain Dynamics Detects Negative Stress. Entropy 19(5): 196 (2017) - [j8]Arturo Martínez-Rodrigo
Neural Correlates of Phrase Rhythm: An EEG Study of Bipartite vs. Rondo Sonata Form. Frontiers Neuroinformatics 11: 29 (2017) - [j7]José Carlos Castillo
Smart environment architecture for robust people detection by infrared and visible video fusion. J. Ambient Intell. Humaniz. Comput. 8(2): 223-237 (2017) - [j6]Arturo Martínez-Rodrigo
Arousal level classification of the aging adult from electro-dermal activity: From hardware development to software architecture. Pervasive Mob. Comput. 34: 46-59 (2017) - [j5]Roberto Zangróniz
Electrodermal Activity Sensor for Classification of Calm/Distress Condition. Sensors 17(10): 2324 (2017) - [c14]Beatriz García-Martínez, Arturo Martínez-Rodrigo
Conditional Entropy Estimates for Distress Detection with EEG Signals. IWINAC (1) 2017: 193-202 - [c13]Beatriz García-Martínez, Arturo Martínez-Rodrigo
Nonlinear Symbolic Assessment of Electroencephalographic Recordings for Negative Stress Recognition. IWINAC (1) 2017: 203-212 - [c12]Raúl Alcaraz
Recent Advances and Challenges in Nonlinear Characterization of Brain Dynamics for Automatic Recognition of Emotional States. IWINAC (1) 2017: 213-222 - [c11]Beatriz García-Martínez, Arturo Martínez-Rodrigo
Nonlinear Methodologies Applied to Automatic Recognition of Emotions: An EEG Review. UCAmI 2017: 754-765 - [c10]Arturo Martínez-Rodrigo
Study of Electroencephalographic Signal Regularity for Automatic Emotion Recognition. UCAmI 2017: 766-777 - 2016
- [j4]Beatriz García-Martínez, Arturo Martínez-Rodrigo
Application of Entropy-Based Metrics to Identify Emotional Distress from Electroencephalographic Recordings. Entropy 18(6): 221 (2016) - [j3]Antonio Fernández-Caballero, Arturo Martínez-Rodrigo
Smart environment architecture for emotion detection and regulation. J. Biomed. Informatics 64: 55-73 (2016) - [c9]Arturo Martínez-Rodrigo, Antonio Fernández-Caballero, Fábio Silva
Monitoring Electrodermal Activity for Stress Recognition Using a Wearable. Intelligent Environments (Workshops) 2016: 416-425 - [c8]Arturo Martínez-Rodrigo
EEG Mapping for Arousal Level Quantification Using Dynamic Quadratic Entropy. ISAmI 2016: 207-214 - [c7]Arturo Martínez-Rodrigo
ARISTARKO: A Software Framework for Physiological Data Acquisition. ISAmI 2016: 215-223 - 2015
- [j2]Raúl Alcaraz
Role of the P-wave high frequency energy and duration as noninvasive cardiovascular predictors of paroxysmal atrial fibrillation. Comput. Methods Programs Biomed. 119(2): 110-119 (2015) - [c6]Arturo Martínez-Rodrigo
Arousal Level Classification in the Ageing Adult by Measuring Electrodermal Skin Conductivity. AmIHEALTH 2015: 213-223 - [c5]Raúl Alcaraz
The Lagged Central Tendency Measure Applied to Assess P-wave Duration Variability Improves Paroxysmal Atrial Fibrillation Onset Prediction. CinC 2015: 493-496 - [c4]José Carlos Castillo
Hierarchical Architecture for Robust People Detection by Fusion of Infrared and Visible Video. IDC 2015: 343-351 - [c3]Arturo Martínez-Rodrigo
Emotion Detection in Ageing Adults from Physiological Sensors. ISAmI 2015: 253-261 - [c2]Marina V. Sokolova
A Distributed Architecture for Multimodal Emotion Identification. PAAMS (Special Sessions) 2015: 125-132 - 2013
- [j1]Arturo Martínez-Rodrigo, Raúl Alcaraz
Ventricular activity morphological characterization: Ectopic beats removal in long term atrial fibrillation recordings. Comput. Methods Programs Biomed. 109(3): 283-292 (2013) - 2011
- [c1]Arturo Martínez-Rodrigo, Raúl Alcaraz
Detection and removal of ventricular ectopic beats in atrial fibrillation recordings via principal component analysis. EMBC 2011: 4693-4696
Coauthor Index
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