Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges
Martinez Beltran, Enrique Tomas, Perez, Mario Quiles, Sanchez, Pedro Miguel Sanchez, Bernal, Sergio Lopez, Bovet, Gerome, Perez, Manuel Gil, Perez, Gregorio Martinez, Celdran, Alberto Huertas
Published in IEEE Communications surveys and tutorials (2023)
Published in IEEE Communications surveys and tutorials (2023)
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Journal Article
Opportunities for standardization in emergency scenarios in the European Union
López Bernal, Sergio, Quiles Pérez, Mario, Martínez Beltrán, Enrique Tomás, Martín Curto, María del Carmen, Yanakiev, Yantsislav, Gil Pérez, Manuel, Martínez Pérez, Gregorio
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2023)
Published in International journal of medical informatics (Shannon, Ireland) (01.11.2023)
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Journal Article
Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges
Quiles Pérez, Mario, Martínez Beltrán, Enrique Tomás, López Bernal, Sergio, Horna Prat, Eduardo, Montesano Del Campo, Luis, Fernández Maimó, Lorenzo, Huertas Celdrán, Alberto
Published in Information fusion (01.05.2024)
Published in Information fusion (01.05.2024)
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Journal Article
SAFECAR: A Brain–Computer Interface and intelligent framework to detect drivers’ distractions
Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, López Bernal, Sergio, Martínez Pérez, Gregorio, Huertas Celdrán, Alberto
Published in Expert systems with applications (01.10.2022)
Published in Expert systems with applications (01.10.2022)
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Journal Article
COnVIDa: COVID-19 multidisciplinary data collection and dashboard
Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, Pastor-Galindo, Javier, Nespoli, Pantaleone, García Clemente, Félix Jesús, Gómez Mármol, Félix
Published in Journal of biomedical informatics (01.05.2021)
Published in Journal of biomedical informatics (01.05.2021)
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Journal Article
Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography
Hidalgo Rogel, José Manuel, Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, López Bernal, Sergio, Martínez Pérez, Gregorio, Huertas Celdrán, Alberto
Published in Cognitive computation (01.05.2024)
Published in Cognitive computation (01.05.2024)
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Journal Article
Analyzing the impact of Driving tasks when detecting emotions through brain–computer interfaces
Quiles Pérez, Mario, Martínez Beltrán, Enrique Tomás, López Bernal, Sergio, Martínez Pérez, Gregorio, Huertas Celdrán, Alberto
Published in Neural computing & applications (01.04.2023)
Published in Neural computing & applications (01.04.2023)
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Journal Article
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges
Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Bovet, Gérôme, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
Published in arXiv.org (13.09.2023)
Published in arXiv.org (13.09.2023)
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Paper
Journal Article
Breaching Subjects’ Thoughts Privacy: A Study with Visual Stimuli and Brain-Computer Interfaces
Quiles Pérez, Mario, Martínez Beltrán, Enrique Tomás, López Bernal, Sergio, Huertas Celdrán, Alberto, Martínez Pérez, Gregorio
Published in Journal of healthcare engineering (2021)
Published in Journal of healthcare engineering (2021)
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Journal Article
Privacy-preserving hierarchical federated learning with biosignals to detect drowsiness while driving
López Bernal, Sergio, Hidalgo Rogel, José Manuel, Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, Martínez Pérez, Gregorio, Huertas Celdrán, Alberto
Published in Neural computing & applications (01.11.2024)
Published in Neural computing & applications (01.11.2024)
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Journal Article
Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography
Rogel, José Manuel Hidalgo, Beltrán, Enrique Tomás Martínez, Pérez, Mario Quiles, Bernal, Sergio López, Pérez, Gregorio Martínez, Celdrán, Alberto Huertas
Year of Publication 08.09.2022
Year of Publication 08.09.2022
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Journal Article
Data Fusion in Neuromarketing: Multimodal Analysis of Biosignals, Lifecycle Stages, Current Advances, Datasets, Trends, and Challenges
Pérez, Mario Quiles, Beltrán, Enrique Tomás Martínez, Bernal, Sergio López, Prat, Eduardo Horna, Del Campo, Luis Montesano, Maimó, Lorenzo Fernández, Celdrán, Alberto Huertas
Year of Publication 30.08.2022
Year of Publication 30.08.2022
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Journal Article
Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography
Hidalgo Rogel, José Manuel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán
Published in arXiv.org (30.10.2023)
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Published in arXiv.org (30.10.2023)
Paper
Data Fusion in Neuromarketing: Multimodal Analysis of Biosignals, Lifecycle Stages, Current Advances, Datasets, Trends, and Challenges
Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Eduardo Horna Prat, Luis Montesano Del Campo, Lorenzo Fernández Maimó, Alberto Huertas Celdrán
Published in arXiv.org (21.08.2023)
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Published in arXiv.org (21.08.2023)
Paper
Study of P300 Detection Performance by Different P300 Speller Approaches Using Electroencephalography
Bernal, Sergio Lopez, Beltran, Enrique Tomas Martinez, Perez, Mario Quiles, Romero, Ruben Ortega, Celdran, Alberto Huertas, Perez, Gregorio Martinez
Published in 2022 IEEE 16th International Symposium on Medical Information and Communication Technology (ISMICT) (02.05.2022)
Published in 2022 IEEE 16th International Symposium on Medical Information and Communication Technology (ISMICT) (02.05.2022)
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Conference Proceeding