Publicaciones en las que colabora con Álvaro Michelena Grandío (22)

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. Intelligent learning models for renewable energy forecasting

    Intelligent Learning Approaches for Renewable and Sustainable Energy (Elsevier), pp. 105-155

2023

  1. 3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology

    Lecture Notes in Networks and Systems

  2. A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation Parameters

    Sensors, Vol. 23, Núm. 7

  3. A Novel Method for Failure Detection Based on Real-Time Systems Identification

    Lecture Notes in Networks and Systems

  4. A novel method for anomaly detection using beta Hebbian learning and principal component analysis

    Logic Journal of the IGPL, Vol. 31, Núm. 2, pp. 390-399

  5. An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids

    Lecture Notes in Networks and Systems

  6. 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)

  7. Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine

    Lecture Notes in Networks and Systems

  8. Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

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

    IJIMAI, Vol. 8, Núm. 3, pp. 33-42

  11. Dimensionality-Reduction Methods for the Analysis of Web Traffic

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

  13. System Identification and Emulation of a Physical Level Control Plant Using a Low Cost Embedded System

    Lecture Notes in Networks and Systems

2022

  1. A Novel Proposal for Estimating PID Parameters Based on Centroids

    Lecture Notes in Electrical Engineering

  2. A distributed topology for identifying anomalies in an industrial environment

    Neural Computing and Applications, Vol. 34, Núm. 23, pp. 20463-20476

  3. Creación de laboratorios virtuales para asignaturas de control con Factory I/O® y Simulink®

    Servizo de Publicacións

  4. Experiencia blended learning apoyada en un laboratorio virtual para educación de materias STEM

    Bordón: Revista de pedagogía, Vol. 74, Núm. 4, pp. 125-143

  5. 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)