Search Results - "Perez, Mario Quiles"

Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges by 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

“…In recent years, Federated Learning (FL) has gained relevance in training collaborative models without sharing sensitive data. Since its birth, Centralized FL…”
Get full text

SAFECAR: A Brain–Computer Interface and intelligent framework to detect drivers’ distractions by Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, López Bernal, Sergio, Martínez Pérez, Gregorio, Huertas Celdrán, Alberto

“…As recently reported by the World Health Organization (WHO), the high use of intelligent devices such as smartphones, multimedia systems, or billboards causes…”
Get full text

COnVIDa: COVID-19 multidisciplinary data collection and dashboard by Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, Pastor-Galindo, Javier, Nespoli, Pantaleone, García Clemente, Félix Jesús, Gómez Mármol, Félix

“…[Display omitted] •COnVIDa offers a user-friendly tool to collect trusted COVID19-related data.•The dashboard permits to visualize, compare, and download data…”
Get full text

Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography by Hidalgo Rogel, José Manuel, Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, López Bernal, Sergio, Martínez Pérez, Gregorio, Huertas Celdrán, Alberto

“…Driver drowsiness is a significant concern and one of the leading causes of traffic accidents. Advances in cognitive neuroscience and computer science have…”
Get full text

Analyzing the impact of Driving tasks when detecting emotions through brain–computer interfaces by Quiles Pérez, Mario, Martínez Beltrán, Enrique Tomás, López Bernal, Sergio, Martínez Pérez, Gregorio, Huertas Celdrán, Alberto

“…Traffic accidents are the leading cause of death among young people, a problem that today costs an enormous number of victims. Several technologies have been…”
Get full text

Noise-based cyberattacks generating fake P300 waves in brain–computer interfaces by Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, López Bernal, Sergio, Huertas Celdrán, Alberto, Martínez Pérez, Gregorio

“…Most of the current Brain–Computer Interfaces (BCIs) application scenarios use electroencephalographic signals (EEG) containing the subject’s information. It…”
Get full text

Breaching Subjects’ Thoughts Privacy: A Study with Visual Stimuli and Brain-Computer Interfaces by Quiles Pérez, Mario, Martínez Beltrán, Enrique Tomás, López Bernal, Sergio, Huertas Celdrán, Alberto, Martínez Pérez, Gregorio

“…Brain-computer interfaces (BCIs) started being used in clinical scenarios, reaching nowadays new fields such as entertainment or learning. Using BCIs, neuronal…”
Get full text

Opportunities for standardization in emergency scenarios in the European Union by López Bernal, Sergio, Quiles Pérez, Mario, Martínez Beltrán, Enrique Tomás, Martín Curto, María del Carmen, Yanakiev, Yantsislav, Gil Pérez, Manuel, Martínez Pérez, Gregorio

“…Despite current standardization actions towards the unification between European Union (EU) countries, there is still much work to do. In this context, this…”
Get full text

Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges by Quiles Pérez, Mario, Martínez Beltrán, Enrique Tomás, López Bernal, Sergio, Horna Prat, Eduardo, Montesano Del Campo, Luis, Fernández Maimó, Lorenzo, Huertas Celdrán, Alberto

“…The primary goal of any company is to increase its profits by improving both the quality of its products and how they are advertised. In this context,…”
Get full text

Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges by Beltrán, Enrique Tomás Martínez, Pérez, Mario Quiles, Sánchez, Pedro Miguel Sánchez, Bernal, Sergio López, Bovet, Gérôme, Pérez, Manuel Gil, Pérez, Gregorio Martínez, Celdrán, Alberto Huertas

“…In recent years, Federated Learning (FL) has gained relevance in training collaborative models without sharing sensitive data. Since its birth, Centralized FL…”
Get full text

NeuronLab: BCI framework for the study of biosignals by López Bernal, Sergio, Martínez López, Juan Antonio, Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, Martínez Pérez, Gregorio, Huertas Celdrán, Alberto

“…Brain–Computer Interfaces (BCIs) allow the acquisition of brain activity using non-invasive techniques such as Electroencephalography (EEG). Since BCI devices…”
Get full text

Privacy-preserving hierarchical federated learning with biosignals to detect drowsiness while driving by López Bernal, Sergio, Hidalgo Rogel, José Manuel, Martínez Beltrán, Enrique Tomás, Quiles Pérez, Mario, Martínez Pérez, Gregorio, Huertas Celdrán, Alberto

“…In response to the global safety concern of drowsiness during driving, the European Union enforces that new vehicles must integrate detection systems compliant…”
Get full text

Study of P300 Detection Performance by Different P300 Speller Approaches Using Electroencephalography by Bernal, Sergio Lopez, Beltran, Enrique Tomas Martinez, Perez, Mario Quiles, Romero, Ruben Ortega, Celdran, Alberto Huertas, Perez, Gregorio Martinez

“…Brain-Computer Interfaces (BCIs) are bidirectional devices that have allowed people to control computers or external devices through their brain activity. The…”
Get full text

When Brain-Computer Interfaces Meet the Metaverse: Landscape, Demonstrator, Trends, Challenges, and Concerns by Bernal, Sergio López, Pérez, Mario Quiles, Beltrán, Enrique Tomás Martínez, Pérez, Gregorio Martínez, Celdrán, Alberto Huertas

“…The metaverse has gained tremendous popularity in recent years, allowing the interconnection of users worldwide. However, current systems in metaverse…”
Get full text

Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography by Rogel, José Manuel Hidalgo, Beltrán, Enrique Tomás Martínez, Pérez, Mario Quiles, Bernal, Sergio López, Pérez, Gregorio Martínez, Celdrán, Alberto Huertas

“…- Background / Introduction: Driver drowsiness is a significant concern and one of the leading causes of traffic accidents. Advances in cognitive neuroscience…”
Get full text

Data Fusion in Neuromarketing: Multimodal Analysis of Biosignals, Lifecycle Stages, Current Advances, Datasets, Trends, and Challenges by Pérez, Mario Quiles, Beltrán, Enrique Tomás Martínez, Bernal, Sergio López, Prat, Eduardo Horna, Del Campo, Luis Montesano, Maimó, Lorenzo Fernández, Celdrán, Alberto Huertas

“…The primary goal of any company is to increase its profits by improving both the quality of its products and how they are advertised. In this context,…”
Get full text