Publications (25) Publications de JOSÉ ANTONIO AVELEIRA MATA

2024

  1. A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport

    Expert Systems, Vol. 41, Núm. 2

  2. 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

  3. 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

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

    Multimedia Tools and Applications, Vol. 83, Núm. 2, pp. 6077-6092

  5. Herramienta de disección de tramas para protocolos IoT

    Jornadas de Automática, Núm. 45

2023

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

    Lecture Notes in Networks and Systems

  2. Characterization of threats in IoT from an MQTT protocol-oriented dataset

    Complex and Intelligent Systems, Vol. 9, Núm. 5, pp. 5281-5296

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

    Lecture Notes in Networks and Systems

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

    IJIMAI, Vol. 8, Núm. 3, pp. 33-42

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

    Multimedia Tools and Applications, Vol. 82, Núm. 20, pp. 31759-31773

  6. Impact of Autoencoder Latent Space on IoT CoAP Attack Categorization

    Lecture Notes in Networks and Systems

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

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

2022

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

    Metadata and Semantic Research, pp. 148-158

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

    PeerJ Computer Science, Vol. 8

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

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

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

    Lecture Notes in Networks and Systems

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

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

2021

  1. 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)

  2. 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

  3. Prototipo de IDS para detección de intrusiones con modelos de machine learning en sistemas IoT de la Industria 4.0

    Revista DYNA, Vol. 96, Núm. 3, pp. 270-275