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ORCIDEnrique Tomás Martínez Beltrán
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2020 – today
- 2024
[j14]Chao Feng
, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller:
DART: A Solution for decentralized federated learning model robustness analysis. Array 23: 100360 (2024)- [j13]José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography. Cogn. Comput. 16(3): 1253-1267 (2024) - [j12]Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Fedstellar: A Platform for Decentralized Federated Learning. Expert Syst. Appl. 242: 122861 (2024) - [j11]Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Pedro Guijas Bravo, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Corrigendum to "Fedstellar: A platform for decentralized federated learning" [Expert Syst. Appl. 242 (2024) 122861]. Expert Syst. Appl. 251: 124165 (2024) - [j10]Sergio López Bernal, Juan Antonio Martínez López, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
NeuronLab: BCI framework for the study of biosignals. Neurocomputing 598: 128027 (2024) - [j9]Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Eduardo Horna Prat, Luis Montesano Del Campo, Lorenzo Fernández Maimó, Alberto Huertas Celdrán:
Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges. Inf. Fusion 105: 102231 (2024) - [j8]Sergio López Bernal, José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Privacy-preserving hierarchical federated learning with biosignals to detect drowsiness while driving. Neural Comput. Appl. 36(32): 20425-20437 (2024) - [j7]Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Mitigating communications threats in decentralized federated learning through moving target defense. Wirel. Networks 30(8): 7407-7421 (2024) - [c4]Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller:
Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. ECAI 2024: 1760-1767 - [i10]Chao Feng, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller:
DART: A Solution for Decentralized Federated Learning Model Robustness Analysis. CoRR abs/2407.08652 (2024) - 2023
- [j6]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges. IEEE Commun. Surv. Tutorials 25(4): 2983-3013 (2023) - [j5]Sergio López Bernal, Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, María del Carmen Martín Curto, Yantsislav Yanakiev, Manuel Gil Pérez, Gregorio Martínez Pérez:
Opportunities for standardization in emergency scenarios in the European Union. Int. J. Medical Informatics 179: 105232 (2023) - [j4]Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Analyzing the impact of Driving tasks when detecting emotions through brain-computer interfaces. Neural Comput. Appl. 35(12): 8883-8901 (2023) - [c3]Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion. IJCAI 2023: 7154-7157 - [c2]Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Alberto Huertas Celdrán, Robin Wassink, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Stealth Spectrum Sensing Data Falsification Attacks Affecting IoT Spectrum Monitors on the Battlefield. MILCOM 2023: 673-678 - [i9]Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Fedstellar: A Platform for Decentralized Federated Learning. CoRR abs/2306.09750 (2023) - [i8]Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense. CoRR abs/2307.11730 (2023) - [i7]Ángel Luis Perales Gómez, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán:
TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data Using Decentralized Federated Learning. CoRR abs/2308.03554 (2023) - [i6]Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller:
Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. CoRR abs/2310.08097 (2023) - 2022
- [j3]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Noise-based cyberattacks generating fake P300 waves in brain-computer interfaces. Clust. Comput. 25(1): 33-48 (2022) - [j2]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
SAFECAR: A Brain-Computer Interface and intelligent framework to detect drivers' distractions. Expert Syst. Appl. 203: 117402 (2022) - [c1]Sergio López Bernal, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Rubén Ortega Romero, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Study of P300 Detection Performance by Different P300 Speller Approaches Using Electroencephalography. ISMICT 2022: 1-6 - [i5]Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Analyzing the impact of Driving tasks when detecting emotions through Brain-Computer Interfaces. CoRR abs/2209.00993 (2022) - [i4]José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography. CoRR abs/2209.04048 (2022) - [i3]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Beltrán, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario. CoRR abs/2210.11061 (2022) - [i2]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Decentralized Federated Learning: Fundamentals, State-of-the-art, Frameworks, Trends, and Challenges. CoRR abs/2211.08413 (2022) - [i1]Sergio López Bernal, Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
When Brain-Computer Interfaces Meet the Metaverse: Landscape, Demonstrator, Trends, Challenges, and Concerns. CoRR abs/2212.03169 (2022) - 2021
- [j1]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Javier Pastor-Galindo, Pantaleone Nespoli, Félix Jesús García Clemente, Félix Gómez Mármol:
COnVIDa: COVID-19 multidisciplinary data collection and dashboard. J. Biomed. Informatics 117: 103760 (2021)
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