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Enrique Tomás Martínez Beltrán

Observed names: Beltrán, Enrique Tomás Martínez, ENRIQUE TOMAS MARTINEZ BELTRAN, Enrique Tomas Martinez Beltran, Enrique Tomás Martinez Beltrán, Martínez Beltrán, Enrique Tomás
Observed institution: Universidad de Murcia
ORCID: 0000-0002-5169-2815
Observed ORCID: 0000-0002-5169-2815
OpenAlex ID: A5089156582
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges
2023 · Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, et al. · IEEE Communications Surveys & Tutorials · 700
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Fedstellar: A Platform for Decentralized Federated Learning
2023 · Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, et al. · Expert Systems with Applications · 102
Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges
2024 · Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, et al. · Information Fusion · 33
SAFECAR: A Brain–Computer Interface and intelligent framework to detect drivers’ distractions
2022 · Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, et al. · Expert Systems with Applications · 28
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Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography
2024 · José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, et al. · Cognitive Computation · 26
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When Brain–Computer Interfaces meet the metaverse: Landscape, demonstrator, trends, challenges, and concerns
2025 · Sergio López Bernal, Mario Quiles Pérez, et al. · Neurocomputing · 24
DART: A Solution for decentralized federated learning model robustness analysis
2024 · Chao Feng, Alberto Huertas Celdrán, et al. · Array · 24
Mitigating communications threats in decentralized federated learning through moving target defense
2024 · Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, et al. · Wireless Networks · 20
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COnVIDa: COVID-19 multidisciplinary data collection and dashboard
2021 · Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, et al. · Journal of Biomedical Informatics · 18
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Noise-based cyberattacks generating fake P300 waves in brain–computer interfaces
2021 · Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, et al. · Cluster Computing · 17
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Flighter: Decentralized Federated Learning and Situational Awareness for Secure Military Aerial Reconnaissance
2025 · Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, et al. · IEEE Communications Magazine · 13
Breaching Subjects’ Thoughts Privacy: A Study with Visual Stimuli and Brain-Computer Interfaces
2021 · Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, et al. · Journal of Healthcare Engineering · 12
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Sentinel: An Aggregation Function to Secure Decentralized Federated Learning
2024 · Chao Feng, Alberto Huertas Celdrán, et al. · Frontiers in artificial intelligence and applications · 11
Opportunities for standardization in emergency scenarios in the European Union
2023 · Sergio López Bernal, Mario Quiles Pérez, et al. · International Journal of Medical Informatics · 7
TemporalFED: A Software Module for Detecting Cyberattacks in Industry 4.0 Time-Series Data Using Decentralized Federated Learning
2026 · Ángel Luis Perales Gómez, Enrique Tomás Martinez Beltrán, et al. · IEEE Access · 6
NEBULA - Decentralized Federated Learning for Heterogeneous Networks
2025 · Enrique Tomás Martínez Beltrán, Gérôme Bovet, et al. · ACM SIGCOMM Conference Posters and Demos · 6
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Analyzing the impact of Driving tasks when detecting emotions through brain–computer interfaces
2023 · Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, et al. · Neural Computing and Applications · 5
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Data Fusion in Neuromarketing: Multimodal Analysis of Biosignals, Lifecycle Stages, Current Advances, Datasets, Trends, and Challenges
2022 · Pérez, Mario Quiles, Beltrán, Enrique Tomás Martínez, et al. · arXiv (Cornell University) · 5
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Stealth Spectrum Sensing Data Falsification Attacks Affecting IoT Spectrum Monitors on the Battlefield
2023 · Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, et al. · IEEE Military Communications Conference (MILCOM) · 4
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Decentralized Federated Learning with Multimodal Prototypes for Heterogeneous Data
2026 · Enrique Tomás Martínez Beltrán, Gérôme Bovet, et al. · Information Fusion · 3
ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes
2025 · Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, et al. · International Conference on Communications · 3
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RepuNet: A Reputation System for Mitigating Malicious Clients in DFL
2025 · Isaac Marroqui Penalva, ENRIQUE TOMAS MARTINEZ BELTRAN, et al. · SSRN Electronic Journal · 3
Privacy-preserving hierarchical federated learning with biosignals to detect drowsiness while driving
2024 · Sergio López Bernal, José Manuel Hidalgo Rogel, et al. · Neural Computing and Applications · 3
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NeuronLab: BCI framework for the study of biosignals
2024 · Sergio López Bernal, Juan Antonio Martínez López, et al. · Neurocomputing · 3
Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion
2023 · Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, et al. · International Joint Conference on Artificial Intelligence · 3
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Works count: 50
Citation count: 1,092
H-index: 12
I10-index: 13
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