Publications by the researcher in collaboration with José Luis Casteleiro Roca (135)

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. 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 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. Daily Accumulative Photovoltaic Energy Prediction Using Hybrid Intelligent Model

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

  8. Dimensional Reduction Applied to an Intelligent Model for Boost Converter Switching Operation

    Lecture Notes in Networks and Systems

  9. Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks

    Lecture Notes in Networks and Systems

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

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

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 intelligent model to predict the hydrogen concentration in the producer gas from a downdraft gasifier

    International Journal of Hydrogen Energy, Vol. 47, Núm. 48, pp. 20755-20770

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

    Expert Systems, Vol. 39, Núm. 9

  6. Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning

    Logic Journal of the IGPL, Vol. 30, Núm. 6, pp. 1056-1073

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

    Servizo de Publicacións

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

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