Enrique Tomás Martínez Beltrán

40 papers A* 1A 1B 1Journal 33Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Asynchronous Cache-based Aggregation with Fairness and Filtering for Decentralized Federated Learning. Comput. Networks Enrique Tomás Martínez Beltrán, Eduard Gash, Gérôme Bovet, Alberto Huertas Celdrán, Burkhard Stiller
2026	J	`jnl`	Decentralized Federated Learning with Multimodal Prototypes for Heterogeneous Data. Inf. Fusion Enrique Tomás Martínez Beltrán, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2026	J	`jnl`	RepuNet: A Reputation System for Mitigating Malicious Clients in DFL. Comput. Networks Isaac Marroqui Penalva, Enrique Tomás Martínez Beltrán, Manuel Gil Pérez, Alberto Huertas Celdrán
2026	J	`jnl`	SYNAPSE: Framework for Neuron Analysis and Perturbation in Sequence Encoding. CoRR Jesús Sánchez Ochoa, Enrique Tomás Martínez Beltrán, Alberto Huertas Celdrán
2025	J	`jnl`	Flighter: Decentralized Federated Learning and Situational Awareness for Secure Military Aerial Reconnaissance. IEEE Commun. Mag. Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	—	`conf`	NEBULA - Decentralized Federated Learning for Heterogeneous Networks. SIGCOMM (Posters and Demos) Enrique Tomás Martínez Beltrán, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	—	`conf`	ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes. ICC Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Miguel Fernández Llamas, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	J	`jnl`	RepuNet: A Reputation System for Mitigating Malicious Clients in DFL. CoRR Isaac Marroqui Penalva, Enrique Tomás Martínez Beltrán, Manuel Gil Pérez, Alberto Huertas Celdrán
2025	B	`conf`	S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning. IJCNN Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	J	`jnl`	S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning. CoRR Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2025	J	`jnl`	When Brain-Computer Interfaces meet the metaverse: Landscape, demonstrator, trends, challenges, and concerns. Neurocomputing Sergio López Bernal, Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	Corrigendum to "Fedstellar: A platform for decentralized federated learning" [Expert Syst. Appl. 242 (2024) 122861]. Expert Syst. Appl. 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
2024	J	`jnl`	DART: A Solution for Decentralized Federated Learning Model Robustness Analysis. CoRR Chao Feng, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	DART: A Solution for decentralized federated learning model robustness analysis. Array Chao Feng, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges. Inf. Fusion Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Eduardo Horna Prat, Luis Montesano Del Campo, Lorenzo Fernández Maimó, Alberto Huertas Celdrán
2024	J	`jnl`	Fedstellar: A Platform for Decentralized Federated Learning. Expert Syst. Appl. 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
2024	J	`jnl`	Mitigating communications threats in decentralized federated learning through moving target defense. Wirel. Networks Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	NeuronLab: BCI framework for the study of biosignals. Neurocomputing Sergio López Bernal, Juan Antonio Martínez López, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	Privacy-preserving hierarchical federated learning with biosignals to detect drowsiness while driving. Neural Comput. Appl. Sergio López Bernal, José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	J	`jnl`	ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes. CoRR Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Miguel Fernández Llamas, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2024	A	`conf`	Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. ECAI Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller
2024	J	`jnl`	Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography. Cogn. Comput. José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	J	`jnl`	Analyzing the impact of Driving tasks when detecting emotions through brain-computer interfaces. Neural Comput. Appl. Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	J	`jnl`	Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges. IEEE Commun. Surv. Tutorials 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
2023	J	`jnl`	Fedstellar: A Platform for Decentralized Federated Learning. CoRR 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
2023	A*	`conf`	Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion. IJCAI Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	J	`jnl`	Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense. CoRR Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2023	J	`jnl`	Opportunities for standardization in emergency scenarios in the European Union. Int. J. Medical Informatics Sergio López Bernal, Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, María del Carmen Martín Curto, Yantsislav Yanakiev, Manuel Gil Pérez, Gregorio Martínez Pérez
2023	J	`jnl`	Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. CoRR Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller
2023	—	`conf`	Stealth Spectrum Sensing Data Falsification Attacks Affecting IoT Spectrum Monitors on the Battlefield. MILCOM Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Alberto Huertas Celdrán, Robin Wassink, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2023	J	`jnl`	TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data Using Decentralized Federated Learning. CoRR Ángel Luis Perales Gómez, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán
2022	J	`jnl`	Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario. CoRR Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Beltrán, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller
2022	J	`jnl`	Analyzing the impact of Driving tasks when detecting emotions through Brain-Computer Interfaces. CoRR Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2022	J	`jnl`	Decentralized Federated Learning: Fundamentals, State-of-the-art, Frameworks, Trends, and Challenges. CoRR 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
2022	J	`jnl`	Noise-based cyberattacks generating fake P300 waves in brain-computer interfaces. Clust. Comput. Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2022	J	`jnl`	SAFECAR: A Brain-Computer Interface and intelligent framework to detect drivers' distractions. Expert Syst. Appl. Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2022	—	`conf`	Study of P300 Detection Performance by Different P300 Speller Approaches Using Electroencephalography. ISMICT Sergio López Bernal, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Rubén Ortega Romero, Alberto Huertas Celdrán, Gregorio Martínez Pérez
2022	J	`jnl`	Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography. CoRR José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2022	J	`jnl`	When Brain-Computer Interfaces Meet the Metaverse: Landscape, Demonstrator, Trends, Challenges, and Concerns. CoRR Sergio López Bernal, Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Gregorio Martínez Pérez, Alberto Huertas Celdrán
2021	J	`jnl`	COnVIDa: COVID-19 multidisciplinary data collection and dashboard. J. Biomed. Informatics Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Javier Pastor-Galindo, Pantaleone Nespoli, Félix Jesús García Clemente, Félix Gómez Mármol