most citedDetecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data

127 citations · 297 across the 10 of their papers we have counts for

collaborators

10 papers

cs.CR2026

Influence of Autoencoder Latent Space on Classifying IoT CoAP Attacks

María Teresa García-Ordás, Jose Aveleira-Mata, Isaías García-Rodríguez +3

The Internet of Things (IoT) presents a unique cybersecurity challenge due to its vast network of interconnected, resource-constrained devices. These vulnerabilities not only threa…

cs.CY2024★ 40 cited

Feasibility of Social-Network-Based eHealth Intervention on the Improvement of Healthy Habits among Children

José Alberto Benítez-Andrades, Natalia Arias, María Teresa García-Ordás +2

This study shows the feasibility of an eHealth solution for tackling eating habits and physical activity in the adolescent population. The participants were children from 11 to 15…

cs.AI2024★ 20 cited

Social network analysis for personalized characterization and risk assessment of alcohol use disorders in adolescents using semantic technologies

José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides +2

Alcohol Use Disorder (AUD) is a major concern for public health organizations worldwide, especially as regards the adolescent population. The consumption of alcohol in adolescents…

cs.MA2024★ 3 cited

Middleware-based multi-agent development environment for building and testing distributed intelligent systems

Francisco José Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás +4

The spread of the Internet of Things (IoT) is demanding new, powerful architectures for handling the huge amounts of data produced by the IoT devices. In many scenarios, many exist…

cs.MA2024★ 6 cited

Enriched multi-agent middleware for building rule-based distributed security solutions for IoT environments

Francisco José Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás +3

The increasing number of connected devices and the complexity of Internet of Things (IoT) ecosystems are demanding new architectures for managing and securing these networked envir…

cs.LG2024★ 17 cited

Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System

María Teresa García-Ordás, Héctor Alaiz-Moretón, José-Luis Casteleiro-Roca +5

This work addresses the performance comparison between four clustering techniques with the objective of achieving strong hybrid models in supervised learning tasks. A real dataset…