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Beatriz García-Martínez

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2020 – today

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2024
[j14]
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Beatriz García-Martínez, Patricia Fernández-Sotos, Jorge J. Ricarte-Trives, Eva M. Sánchez-Morla, Roberto Sánchez-Reolid, Roberto Rodríguez-Jiménez, Antonio Fernández-Caballero:
Detection of auditory hallucinations from electroencephalographic brain-computer interface signals. Cogn. Syst. Res. 83: 101176 (2024)
2023
[c15]
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David Carneros-Prado, Laura Villa, Esperanza Johnson, Cosmin C. Dobrescu, Alfonso Barragán, Beatriz García-Martínez:
Comparative Study of Large Language Models as Emotion and Sentiment Analysis Systems: A Case-Specific Analysis of GPT vs. IBM Watson. UCAmI (2) 2023: 229-239
2022
[j13]
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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): 2250026:1-2250026:16 (2022)
[j12]
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Roberto Sánchez-Reolid, María Cruz Martínez-Sáez, Beatriz García-Martínez, Luz Fernández-Aguilar, Laura Ros, José Miguel Latorre, Antonio Fernández-Caballero:
Emotion Classification from EEG with a Low-Cost BCI Versus a High-End Equipment. Int. J. Neural Syst. 32(10): 2250041:1-2250041:19 (2022)
[j11]
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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): 1179-1187 (2022)
[c14]
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Beatriz García-Martínez, Antonio Fernández-Caballero:
Influence of Neutral Stimuli on Brain Activity Baseline in Emotional Experiments. IWINAC (1) 2022: 475-484
[c13]
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  - conf/ssci/DelgadoGMU22
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Iñigo Pérez Delgado, Beatriz García-Martínez, Aitor Moreno-Fernandez-de-Leceta, Jon Ander Ochoa Uriarte:
Quantum hobbit routing: Annealer implementation of generalized Travelling Salesperson Problem. SSCI 2022: 923-929
2021
[j10]
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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): 403-417 (2021)
[j9]
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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): 9343-9352 (2021)
[j8]
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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: 108094 (2021)
[j7]
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  - journals/sensors/Martinez-Rodrigo21
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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): 3050 (2021)
[j6]
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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): 801-820 (2021)
[c12]
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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: 219-229
[c11]
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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: 242-252
2020
[j5]
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  - journals/nca/Garcia-Martinez20
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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): 13221-13231 (2020)

2010 – 2019

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2019
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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: 40 (2019)
[j3]
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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): 1850038:1-1850038:17 (2019)
[c10]
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Roberto Sánchez-Reolid, Arturo S. García, Miguel Á. Vicente-Querol, Beatriz García-Martínez, Antonio Fernández-Caballero:
Distributed Architecture for Acquisition and Processing of Physiological Signals. UCAmI 2019: 30
[c9]
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  - conf/ucami/Bartolome-Tomas19
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Almudena Bartolomé-Tomás, Roberto Sánchez-Reolid, Beatriz García-Martínez, Alicia Fernández-Sotos, Antonio Fernández-Caballero:
Memory Retrieval in Ageing Adults through Traditional Music Genres - An Experiment Based on Electroencephalography Signals. UCAmI 2019: 33
2018
[c8]
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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: 256-264
[c7]
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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: 274-281
2017
[j2]
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  - journals/entropy/Garcia-Martinez17
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Beatriz García-Martínez, Arturo Martínez-Rodrigo, Roberto Zangróniz, José Manuel Pastor, Raúl Alcaraz:
Symbolic Analysis of Brain Dynamics Detects Negative Stress. Entropy 19(5): 196 (2017)
[c6]
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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: 193-202
[c5]
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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: 203-212
[c4]
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  - conf/iwinac/AlcarazGZM17
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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: 213-222
[c3]
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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: 754-765
[c2]
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Arturo Martínez-Rodrigo, Beatriz García-Martínez, Raúl Alcaraz, Antonio Fernández-Caballero, Pascual González:
Study of Electroencephalographic Signal Regularity for Automatic Emotion Recognition. UCAmI 2017: 766-777
2016
[j1]
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  - journals/entropy/Garcia-Martinez16
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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): 221 (2016)
[c1]
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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: 207-214

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