Publications by the researcher in collaboration with Francisco Zayas Gato (37)

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

    Lecture Notes in Networks and Systems

  2. 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

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

    Lecture Notes in Networks and Systems

  4. Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

  7. Intelligent model for active power prediction of a small wind turbine

    Logic Journal of the IGPL, Vol. 31, Núm. 4, pp. 785-803

  8. Preface

    Lecture Notes in Networks and Systems

  9. 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 One-class Classifier Based on a Hybrid Topology to Detect Faults in Power Cells

    Logic Journal of the IGPL, Vol. 30, Núm. 4, pp. 679-694

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

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

  4. A hybrid one-class approach for detecting anomalies in industrial systems

    Expert Systems, Vol. 39, Núm. 9

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

    Servizo de Publicacións

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

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

  7. Intelligent Model for Power Cells State of Charge Forecasting in EV

    Processes, Vol. 10, Núm. 7

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

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

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

    Lecture Notes in Networks and Systems