Publicacións (46) Publicacións de Francisco Zayas Gato

2025

  1. Characterization of Water Consumers in Urban Areas Based on Data Visualization Techniques

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

  2. Identification and Behavior Pattern Recognition of Cows in Intensive and Extensive Farms Using Intelligent Collars and Dimensional Reduction Techniques

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

2024

  1. An Intelligent Regression-Based Approach for Predicting a Geothermal Heat Exchanger’s Behavior in a Bioclimatic House Context

    Energies , Vol. 17, Núm. 11

  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. Virtual laboratories for distance learning in STEAM degrees

    Revista de investigación en educación, Vol. 22, Núm. 1, pp. 87-106

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 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)

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

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

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

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

    Lecture Notes in Networks and Systems

  11. Preface

    Lecture Notes in Networks and Systems

  12. 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