Jose Aveleira-Mata

According to our database, Jose Aveleira-Mata authored at least 19 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Determining the severity of Parkinson's disease in patients using a multi task neural network.

María Teresa García-Ordás, José Alberto Benítez-Andrades, Jose Aveleira-Mata, José-Manuel Alija-Pérez, Carmen Benavides

Multim. Tools Appl., January, 2024

Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices.

Álvaro Michelena, María Teresa García-Ordás, José Aveleira-Mata, David Yeregui Marcos del Blanco, Míriam Timiraos Díaz, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle

Log. J. IGPL, 2024

2023

Heart disease risk prediction using deep learning techniques with feature augmentation.

María Teresa García-Ordás, Martín Bayón-Gutiérrez, Carmen Benavides, Jose Aveleira-Mata, José Alberto Benítez-Andrades

Multim. Tools Appl., 2023

Development of an Intelligent Classifier Model for Denial of Service Attack Detection.

Álvaro Michelena, Jose Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle

Int. J. Interact. Multim. Artif. Intell., 2023

Categorization of CoAP DoS Attack Based on One-Class Boundary Methods.

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

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP.

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

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization.

María Teresa García-Ordás, Jose Aveleira-Mata, Isaías García-Rodríguez, Antonio Javier Díaz-Longueira, José Luís Calvo-Rolle, Héctor Alaiz-Moretón

Proceedings of the Distributed Computing and Artificial Intelligence, Special Sessions II, 2023

2022

Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT.

José Alberto Benítez-Andrades, Álvaro González-Jiménez, Álvaro López-Brea, Jose Aveleira-Mata, José-Manuel Alija-Pérez, María Teresa García-Ordás

PeerJ Comput. Sci., 2022

Roadway Detection Using Convolutional Neural Network Through Camera and LiDAR Data.

Martín Bayón-Gutiérrez, José Alberto Benítez-Andrades, Sergio Rubio-Martín, Jose Aveleira-Mata, Héctor Alaiz-Moretón, María Teresa García-Ordás

Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques.

Álvaro Michelena, José Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luís Calvo-Rolle

Proceedings of the Distributed Computing and Artificial Intelligence, 2022

2021

Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers.

Esteban Jove, Jose Aveleira-Mata, Héctor Alaiz-Moretón, José Luís Casteleiro-Roca, David Yeregui Marcos del Blanco, Francisco Zayas-Gato, Héctor Quintián, José Luís Calvo-Rolle

Proceedings of the Sustainable Smart Cities and Territories, 2021

BERT Model-Based Approach for Detecting Racism and Xenophobia on Twitter Data.

José Alberto Benítez-Andrades, Álvaro González-Jiménez, Álvaro López-Brea, Carmen Benavides, Jose Aveleira-Mata, José-Manuel Alija-Pérez, María Teresa García-Ordás

Proceedings of the Metadata and Semantic Research - 15th International Conference, 2021

Hybrid Model to Calculate the State of Charge of a Battery.

María Teresa García-Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, José Luís Calvo-Rolle, Héctor Alaiz-Moretón

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices.

Álvaro Michelena Grandío, María Teresa García-Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Francisco Zayas-Gato, Esteban Jove, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle

Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach.

José Aveleira-Mata, Esteban Jove, David Yeregui Marcos del Blanco, María Teresa García-Ordás, Francisco Zayas-Gato, Álvaro Michelena, José Luís Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luís Calvo-Rolle

Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021

2020

Review and Replication of CoAP and MQTT Attacks for Dataset Generation.

Jose Aveleira-Mata, Armando Ibán-Sánchez, María Teresa García-Ordás, Isaías García-Rodríguez, Héctor Alaiz-Moretón

Proceedings of the Intelligent Environments 2020, 2020

Autoencoder Latent Space Influence on IoT MQTT Attack Classification.

María Teresa García-Ordás, Jose Aveleira-Mata, José Luís Casteleiro-Roca, José Luís Calvo-Rolle, Carmen Benavides-Cuellar, Héctor Alaiz-Moretón

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

2019

Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol.

Héctor Alaiz-Moretón, Jose Aveleira-Mata, Jorge Ondicol-Garcia, Ángel Luis Muñoz Castañeda, Isaías García, Carmen Benavides

Complex., 2019

Functional Prototype for Intrusion Detection System Oriented to Intelligent IoT Models.

Jose Aveleira-Mata, Héctor Alaiz-Moretón

Proceedings of the Ambient Intelligence, 2019