Publications (116)

2022

  1. One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic Process

    Logic Journal of the IGPL, Vol. 30, Núm. 2, pp. 326-341

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

    Neural Computing and Applications

2021

  1. Neuro-fuzzy en el modelado del comportamiento de usuarios-turísticos en eWOM

    Actas de las XXXVII Jornadas de Automática: Madrid. 7, 8 y 9 de septiembre de 2016

  2. Experimental Techniques to Measure Hypnotic Levels During Surgery

    Actas de las XXXVII Jornadas de Automática: Madrid. 7, 8 y 9 de septiembre de 2016

  3. Deep learning en la predicción de generación de un parque eólico

    Actas de las XXXVII Jornadas de Automática: Madrid. 7, 8 y 9 de septiembre de 2016

  4. A comparative study to detect flowmeter deviations using one-class classifiers

    Advances in Intelligent Systems and Computing

  5. A Fuzzy-based Approach for Energy Management of DHW Systems in Hotels

    Joint Proceedings of the 19th World Congress of the International Fuzzy Systems Association (IFSA), the 12th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), and the 11th International Summer School on Aggregation Operators (AGOP)

  6. Las Universidades y la implementación de la Agenda 2030. Aportaciones desde La Universidad de La Laguna

    Universidad de La Laguna

  7. Machine learning techniques for computer-based decision systems in the operating theatre: application to analgesia delivery

    Logic Journal of the IGPL, Vol. 29, Núm. 2, pp. 236-250

  8. Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients under General Anesthesia

    Logic Journal of the IGPL, Vol. 29, Núm. 2, pp. 193-206

  9. Anomaly detection based on one-class intelligent techniques over a control level plant

    Logic Journal of the IGPL, Vol. 28, Núm. 4, pp. 502-518

  10. An intelligent system for harmonic distortions detection in wind generator power electronic devices

    Neurocomputing, Vol. 456, pp. 609-621

  11. A new method for anomaly detection based on non-convex boundaries with random two-dimensional projections

    Information Fusion, Vol. 65, pp. 50-57

  12. A hybrid intelligent classifier for anomaly detection

    Neurocomputing, Vol. 452, pp. 498-507

2020

  1. Anomaly Detection on Patients Undergoing General Anesthesia

    Advances in Intelligent Systems and Computing

  2. A global classifier implementation for detecting anomalies by using one-class techniques over a laboratory plant

    Advances in Intelligent Systems and Computing

  3. A Hybrid One-Class Topology for Non-convex Sets

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

  4. Comparative Study of One-Class Based Anomaly Detection Techniques for a Bicomponent Mixing Machine Monitoring

    Cybernetics and Systems, Vol. 51, Núm. 7, pp. 649-667

  5. An intelligent decision support system for production planning based on machine learning

    Journal of Intelligent Manufacturing, Vol. 31, Núm. 5, pp. 1257-1273

  6. Adaptive drug interaction model to predict depth of anesthesia in the operating room

    Biomedical Signal Processing and Control, Vol. 59