Publications (126) Publications de Héctor Alaiz Moretón

2025

  1. Missing Meteorological Data Imputation for Mini Eolic Electrical Power Prediction

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

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. Herramienta de disección de tramas para protocolos IoT

    Jornadas de Automática, Núm. 45

  5. Improve quality of service for the Internet of Things using Blockchain & machine learning algorithms

    Internet of Things (Netherlands), Vol. 26

  6. TEDNet: Twin Encoder Decoder Neural Network for 2D Camera and LiDAR Road Detection

    Logic Journal of the IGPL

2023

  1. A Granularity Invariant Method for the Classification of Energy Production Time Series in Photovoltaic Plants

    IEEE Access, Vol. 11, pp. 16923-16933

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

    Lecture Notes in Networks and Systems

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

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

  4. 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

  5. Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries

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

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

    Lecture Notes in Networks and Systems

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

    IJIMAI, Vol. 8, Núm. 3, pp. 33-42

  8. Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

  10. Imputation of missing measurements in PV production data within constrained environments

    Expert Systems with Applications, Vol. 217

  11. Machine Learning Based System for Detecting Battery State-of-Health

    18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), pp. 165-173

  12. Machine Learning Based System for Detecting Battery State-of-Health

    Lecture Notes in Networks and Systems

  13. Multispecies bird sound recognition using a fully convolutional neural network

    Applied Intelligence, Vol. 53, Núm. 20, pp. 23287-23300