Publications by the researcher in collaboration with Álvaro Michelena Grandío (31)

2025

  1. 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. A One-Class-Based Supervision System to Detect Unexpected Events in Wastewater Treatment Plants

    Applied Sciences (Switzerland), Vol. 14, Núm. 12

  2. 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

  3. 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

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

    Lecture Notes in Networks and Systems

  7. 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)

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems

  12. Development of a Virtual Sensor for COD Measurement in a Wastewater Treatment Plant

    VI Congreso XoveTIC: impulsando el talento científico

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

    IJIMAI, Vol. 8, Núm. 3, pp. 33-42

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

    Lecture Notes in Networks and Systems

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

    Lecture Notes in Networks and Systems