Publications by the researcher in collaboration with José-Luis Casteleiro-Roca (31)

2024

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

    Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 352-365

  2. Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach

    Logic Journal of the IGPL, Vol. 32, Núm. 4, pp. 712-728

2023

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

    Cybernetics and Systems, Vol. 54, Núm. 3, pp. 286-305

2022

  1. Intelligent One-Class Classifiers for the Development of an Intrusion Detection System: The MQTT Case Study

    Electronics (Switzerland), Vol. 11, Núm. 3

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

    Lecture Notes in Networks and Systems

  3. Técnicas de clasificación supervisadas para la detección de anomalías en el control de procesos industriales

    XLIII Jornadas de Automática: libro de actas: 7, 8 y 9 de septiembre de 2022, Logroño (La Rioja)

2021

  1. An intelligent system for harmonic distortions detection in wind generator power electronic devices

    Neurocomputing, Vol. 456, pp. 609-621

  2. Comparative Analysis of Clustering Techniques for a Hybrid Model Implementation

    Advances in Intelligent Systems and Computing

  3. Comparative Analysis of Clustering Techniques for a Hybrid Model Implementation

    15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020

  4. Comparative of Clustering Techniques for Academic Advice and Performance Measurement

    The 11th International Conference on EUropean Transnational Educational: (ICEUTE 2020)

  5. Comparative of clustering techniques for academic advice and performance measurement

    Advances in Intelligent Systems and Computing

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

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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

    Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings

2020

  1. A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security Purposes

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Autoencoder Latent Space Influence on IoT MQTT Attack Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Autoencoder Latent Space Influence on IoT MQTT Attack Classification

    Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference: Guimarães, Portugal; November 4–6, 2020. Proceedings

  4. Clustering Techniques Performance Analysis for a Solar Thermal Collector Hybrid Model Implementation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Electromyogram prediction during anesthesia by using a hybrid intelligent model

    Journal of Ambient Intelligence and Humanized Computing, Vol. 11, Núm. 11, pp. 4467-4476

2019

  1. A fault detection system for a geothermal heat exchanger sensor based on intelligent techniques

    Sensors (Switzerland), Vol. 19, Núm. 12

  2. Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)