| Decentralized federated learning: Fundamentals, state of the art, frameworks, trends, and challenges ETM Beltrán, MQ Pérez, PMS Sánchez, SL Bernal, G Bovet, MG Pérez, ... IEEE Communications Surveys & Tutorials, 2023 | 303 | 2023 |
| COnVIDa: COVID-19 multidisciplinary data collection and dashboard ETM Beltrán, MQ Pérez, J Pastor-Galindo, P Nespoli, FJG Clemente, ... Journal of Biomedical Informatics 117, 103760, 2021 | 24 | 2021 |
| SAFECAR: A Brain–Computer Interface and intelligent framework to detect drivers’ distractions ETM Beltrán, MQ Pérez, SL Bernal, GM Pérez, AH Celdrán Expert Systems with Applications 203, 117402, 2022 | 21 | 2022 |
| Noise-based cyberattacks generating fake P300 waves in brain–computer interfaces ET Martínez Beltrán, M Quiles Pérez, S López Bernal, A Huertas Celdrán, ... Cluster Computing, 1-16, 2021 | 15 | 2021 |
| Breaching Subjects’ Thoughts Privacy: A Study with Visual Stimuli and Brain‐Computer Interfaces M Quiles Pérez, ET Martínez Beltrán, S López Bernal, A Huertas Celdrán, ... Journal of Healthcare Engineering 2021 (1), 5517637, 2021 | 13 | 2021 |
| When brain-computer interfaces meet the metaverse: Landscape, demonstrator, trends, challenges, and concerns SL Bernal, MQ Pérez, ETM Beltrán, GM Pérez, AH Celdrán Neurocomputing, 129537, 2025 | 11 | 2025 |
| & Celdrán, AH (2023). Decentralized federated learning: Fundamentals, state of the art, frameworks, trends, and challenges ETM Beltrán, MQ Pérez, PMS Sánchez, SL Bernal, G Bovet, MG Pérez IEEE Communications Surveys & Tutorials, 0 | 8 | |
| Data Fusion In Neuromarketing: Multimodal Analysis of Biosignals, Lifecycle Stages, Current Advances, Datasets, Trends, and Challenges M Quiles Pérez, ET Martínez Beltrán, S López Bernal, E Horna Prat, ... Lifecycle Stages, Current Advances, Datasets, Trends, and Challenges, 2023 | 7 | 2023 |
| Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography JMH Rogel, ETM Beltrán, MQ Pérez, SL Bernal, GM Pérez, AH Celdrán arXiv preprint arXiv:2209.04048, 2022 | 6 | 2022 |
| SecBrain: A Framework to Detect Cyberattacks Revealing Sensitive Data in Brain-Computer Interfaces ETM Beltrán, MQ Pérez, SL Bernal, AH Celdrán, GM Pérez Advances in Malware and Data-Driven Network Security, 176-198, 2022 | 6 | 2022 |
| Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography JM Hidalgo Rogel, ET Martínez Beltrán, M Quiles Pérez, S López Bernal, ... Cognitive Computation 16 (3), 1253-1267, 2024 | 4 | 2024 |
| Analyzing the impact of Driving tasks when detecting emotions through brain–computer interfaces M Quiles Pérez, ET Martínez Beltrán, S López Bernal, G Martínez Pérez, ... Neural Computing and Applications 35 (12), 8883-8901, 2023 | 4 | 2023 |
| Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges MQ Pérez, ETM Beltrán, SL Bernal, EH Prat, LM Del Campo, LF Maimó, ... Information Fusion, 102231, 2024 | 3 | 2024 |
| Opportunities for standardization in emergency scenarios in the European Union SL Bernal, MQ Pérez, ETM Beltrán, MCM Curto, Y Yanakiev, MG Pérez, ... International Journal of Medical Informatics 179, 105232, 2023 | 3 | 2023 |
| NeuronLab:: BCI framework for the study of biosignals S López Bernal, JA Martínez López, ET Martínez Beltrán, M Quiles Pérez, ... | 1 | 2024 |
| Study of P300 Detection Performance by Different P300 Speller Approaches Using Electroencephalography SL Bernal, ETM Beltrán, MQ Pérez, RO Romero, AH Celdrán, GM Pérez 2022 IEEE 16th International Symposium on Medical Information and …, 2022 | 1 | 2022 |
| Privacy-preserving hierarchical federated learning with biosignals to detect drowsiness while driving S López Bernal, JM Hidalgo Rogel, ET Martínez Beltrán, M Quiles Pérez, ... Neural Computing and Applications 36 (32), 20425-20437, 2024 | | 2024 |
| NeuronLab: BCI framework for the study of biosignals SL Bernal, JAM López, ETM Beltrán, MQ Pérez, GM Pérez, AH Celdrán Neurocomputing, 128027, 2024 | | 2024 |
| When Brain-Computer Interfaces Meet the Metaverse: Landscape, Demonstrator, Trends, Challenges, and Concerns S López Bernal, M Quiles Pérez, E Tomás Martínez Beltrán, ... arXiv e-prints, arXiv: 2212.03169, 2022 | | 2022 |
| Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges E Tomás Martínez Beltrán, M Quiles Pérez, PM Sánchez Sánchez, ... arXiv e-prints, arXiv: 2211.08413, 2022 | | 2022 |
