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Beatriz García Martínez
Beatriz García Martínez
Dirección de correo verificada de uclm.es
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A review on nonlinear methods using electroencephalographic recordings for emotion recognition
B García-Martínez, A Martinez-Rodrigo, R Alcaraz, ...
IEEE Transactions on Affective Computing 12 (3), 801-820, 2019
1032019
Application of entropy-based metrics to identify emotional distress from electroencephalographic recordings
B García-Martínez, A Martínez-Rodrigo, R Zangroniz Cantabrana, ...
Entropy 18 (6), 221, 2016
672016
Multiscale entropy analysis for recognition of visually elicited negative stress from EEG recordings
A Martínez-Rodrigo, B García-Martínez, R Alcaraz, P González, ...
International journal of neural systems 29 (02), 1850038, 2019
572019
Symbolic analysis of brain dynamics detects negative stress
B García-Martínez, A Martínez-Rodrigo, R Zangróniz, JM Pastor, ...
Entropy 19 (5), 196, 2017
492017
Multi-lag analysis of symbolic entropies on EEG recordings for distress recognition
A Martínez-Rodrigo, B García-Martínez, L Zunino, R Alcaraz, ...
Frontiers in Neuroinformatics 13, 40, 2019
242019
Nonlinear methodologies applied to automatic recognition of emotions: an EEG review
B García-Martínez, A Martínez-Rodrigo, R Alcaraz, ...
Ubiquitous Computing and Ambient Intelligence: 11th International Conference …, 2017
192017
Nonlinear predictability analysis of brain dynamics for automatic recognition of negative stress
B García-Martínez, A Martínez-Rodrigo, A Fernández-Caballero, ...
Neural Computing and Applications 32, 13221-13231, 2020
182020
Recognition of emotional states from EEG signals with nonlinear regularity-and predictability-based entropy metrics
B García-Martínez, A Fernández-Caballero, L Zunino, A Martínez-Rodrigo
Cognitive Computation 13, 403-417, 2021
162021
Detection of negative stress through spectral features of electroencephalographic recordings and a convolutional neural network
A Martínez-Rodrigo, B García-Martínez, Á Huerta, R Alcaraz
Sensors 21 (9), 3050, 2021
132021
Evaluation of brain functional connectivity from electroencephalographic signals under different emotional states
B García-Martínez, A Fernández-Caballero, A Martínez-Rodrigo, ...
International Journal of Neural Systems 32 (10), 2250026, 2022
112022
Assessment of dispersion patterns for negative stress detection from electroencephalographic signals
B García-Martínez, A Fernández-Caballero, R Alcaraz, ...
Pattern Recognition 119, 108094, 2021
112021
Emotion classification from EEG with a low-cost BCI versus a high-end equipment
R Sánchez-Reolid, MC Martínez-Sáez, B García-Martínez, ...
International Journal of Neural Systems 32 (10), 2250041, 2022
92022
Application of dispersion entropy for the detection of emotions with electroencephalographic signals
B García-Martínez, A Fernández-Caballero, R Alcaraz, ...
IEEE Transactions on Cognitive and Developmental Systems 14 (3), 1179-1187, 2021
92021
Study of electroencephalographic signal regularity for automatic emotion recognition
A Martínez-Rodrigo, B García-Martínez, R Alcaraz, ...
Ubiquitous Computing and Ambient Intelligence: 11th International Conference …, 2017
92017
Conditional entropy estimates for distress detection with EEG signals
B García-Martínez, A Martínez-Rodrigo, A Fernández-Caballero, ...
Natural and Artificial Computation for Biomedicine and Neuroscience …, 2017
82017
Cross-sample entropy for the study of coordinated brain activity in calm and distress conditions with electroencephalographic recordings
B García-Martínez, A Fernández-Caballero, R Alcaraz, ...
Neural Computing and Applications 33, 9343-9352, 2021
62021
Recent advances and challenges in nonlinear characterization of brain dynamics for automatic recognition of emotional states
R Alcaraz, B García-Martínez, R Zangróniz, A Martínez-Rodrigo
Natural and Artificial Computation for Biomedicine and Neuroscience …, 2017
42017
Nonlinear symbolic assessment of electroencephalographic recordings for negative stress recognition
B García-Martínez, A Martínez-Rodrigo, A Fernández-Caballero, ...
Natural and Artificial Computation for Biomedicine and Neuroscience …, 2017
42017
Non-lineal EEG modelling by using quadratic entropy for arousal level classification
A Martínez-Rodrigo, R Alcaraz, B García-Martínez, R Zangróniz, ...
Innovation in Medicine and Healthcare 2016 4, 3-13, 2016
42016
Analysis of electroencephalographic signals from a brain-computer interface for emotions detection
B García-Martínez, A Fernández-Caballero, A Martínez-Rodrigo, P Novais
Advances in Computational Intelligence: 16th International Work-Conference …, 2021
32021
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Artículos 1–20