Isaías García-Rodríguez

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 30

Top Topics

Convolutional Neural Network

Network Analysis

Top Venues

SOCO-CISIS-ICEUTE

Publications

María Teresa García-Ordás, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón
Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data. CoRR (2024)
María Teresa García-Ordás, Sergio Rubio-Martín, José Alberto Benítez-Andrades, Héctor Alaiz-Moretón, Isaías García-Rodríguez
Multispecies bird sound recognition using a fully convolutional neural network. CoRR (2024)
José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón, Alejandro Rodríguez González
Social network analysis for personalized characterization and risk assessment of alcohol use disorders in adolescents using semantic technologies. CoRR (2024)
Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Isaías García-Rodríguez
Enriched multi-agent middleware for building rule-based distributed security solutions for IoT environments. CoRR (2024)
Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Paulo Novais, Isaías García-Rodríguez
Middleware-based multi-agent development environment for building and testing distributed intelligent systems. CoRR (2024)
José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón, José Emilio Labra Gayo
An Ontology-Based multi-domain model in Social Network Analysis: Experimental validation and case study. CoRR (2024)
María Teresa García-Ordás, Carmen Benavides, José Alberto Benítez-Andrades, Héctor Alaiz-Moretón, Isaías García-Rodríguez
Diabetes detection using deep learning techniques with oversampling and feature augmentation. CoRR (2024)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System. CoRR (2024)
José Alberto Benítez-Andrades, Natalia Arias, María Teresa García-Ordás, Marta Martínez-Martínez, Isaías García-Rodríguez
Feasibility of Social-Network-Based eHealth Intervention on the Improvement of Healthy Habits among Children. CoRR (2024)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Oscar García-Olalla, Carmen Benavides
Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network. CoRR (2024)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System. Cybern. Syst. 54 (3) (2023)
María Teresa García-Ordás, Jose Aveleira-Mata, Isaías García-Rodríguez, Antonio Javier Díaz-Longueira, José Luís Calvo-Rolle, Héctor Alaiz-Moretón
Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization. DCAI (3) (2023)
Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, María Teresa García-Ordás, José Luís Calvo-Rolle, Héctor Alaiz-Moretón
One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP. HAIS (2023)
Míriam Timiraos, Álvaro Michelena, Antonio Díaz-Longueira, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, Martín Bayón-Gutiérrez, Héctor Alaiz-Moretón, José Luís Calvo-Rolle
Categorization of CoAP DoS Attack Based on One-Class Boundary Methods. SOCO (1) (2023)
María Teresa García-Ordás, Sergio Rubio-Martín, José Alberto Benítez-Andrades, Héctor Alaiz-Moretón, Isaías García-Rodríguez
Multispecies bird sound recognition using a fully convolutional neural network. Appl. Intell. 53 (20) (2023)
Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Paulo Novais, Isaías García-Rodríguez
Middleware-based multi-agent development environment for building and testing distributed intelligent systems. Clust. Comput. 24 (3) (2021)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Oscar García-Olalla, Carmen Benavides
Sentiment analysis in non-fixed length audios using a Fully Convolutional Neural Network. Biomed. Signal Process. Control. 69 (2021)
María Teresa García-Ordás, Carmen Benavides, José Alberto Benítez-Andrades, Héctor Alaiz-Moretón, Isaías García-Rodríguez
Diabetes detection using deep learning techniques with oversampling and feature augmentation. Comput. Methods Programs Biomed. 202 (2021)
Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, María Teresa García-Ordás, José Alberto Benítez-Andrades, Carmen Benavides, Isaías García-Rodríguez
Enriched multi-agent middleware for building rule-based distributed security solutions for IoT environments. J. Supercomput. 77 (11) (2021)
José Alberto Benítez-Andrades, José-Manuel Alija-Pérez, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón, Rafael Pastor Vargas, María Teresa García-Ordás
BERT Model-Based Approach For Detecting Categories of Tweets in the Field of Eating Disorders (ED). CBMS (2021)
José Alberto Benítez-Andrades, Marta Martínez-Martínez, Isaías García-Rodríguez, Carmen Benavides, Carlos Fernández-San-Juan, Pilar Marqués-Sánchez
A Responsive Web Application for the Improvement of Healthy Habits in the Child Population. HEALTHINF (2020)
José Alberto Benítez-Andrades, Natalia Arias, María Teresa García-Ordás, Marta Martínez-Martínez, Isaías García-Rodríguez
Feasibility of Social-Network-Based eHealth Intervention on the Improvement of Healthy Habits among Children. Sensors 20 (5) (2020)
Jose Aveleira-Mata, Armando Ibán-Sánchez, María Teresa García-Ordás, Isaías García-Rodríguez, Héctor Alaiz-Moretón
Review and Replication of CoAP and MQTT Attacks for Dataset Generation. Intelligent Environments (Workshops) (2020)
Sergio Vidal-González, Isaías García-Rodríguez, Héctor Alaiz-Moretón, Carmen Benavides-Cuellar, José Alberto Benítez-Andrades, María Teresa García-Ordás, Paulo Novais
Analyzing IoT-Based Botnet Malware Activity with Distributed Low Interaction Honeypots. WorldCIST (2) (2020)
José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón, José Emilio Labra Gayo
An ontology-based multi-domain model in social network analysis: Experimental validation and case study. Inf. Sci. 540 (2020)
María Teresa García-Ordás, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón
Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data. Sensors 20 (4) (2020)
María Teresa García-Ordás, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, Esteban Jove, José Alberto Benítez-Andrades, Isaías García-Rodríguez, Héctor Quintián, José Luís Calvo-Rolle
Comparative Analysis of Clustering Techniques for a Hybrid Model Implementation. SOCO (2020)
José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón, Alejandro Rodríguez González
Social network analysis for personalized characterization and risk assessment of alcohol use disorders in adolescents using semantic technologies. Future Gener. Comput. Syst. 106 (2020)
Francisco J. Aguayo-Canela, Héctor Alaiz-Moretón, Isaías García-Rodríguez, Carmen Benavides-Cuellar, José Alberto Benítez-Andrades, Paulo Novais
A FIPA-Compliant Framework for Integrating Rule Engines into Software Agents for Supporting Communication and Collaboration in a Multiagent Platform. WorldCIST (2) (2019)
Esteban Jove, Héctor Alaiz-Moretón, Isaías García-Rodríguez, Carmen Benavides-Cuellar, José Luís Casteleiro-Roca, José Luís Calvo-Rolle
PID-ITS: An Intelligent Tutoring System for PID Tuning Learning Process. SOCO-CISIS-ICEUTE (2017)