Publications (105)

2021

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

    Advances in Intelligent Systems and Computing

  2. 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)

  3. Modelling the PSI response in general anesthesia

    Journal of Clinical Monitoring and Computing, Vol. 35, Núm. 5, pp. 1015-1025

  4. 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

  5. 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

  6. 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

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

    Neurocomputing, Vol. 456, pp. 609-621

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

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

  9. 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. Machine learning based method for the evaluation of the Analgesia Nociception Index in the assessment of general anesthesia

    Computers in Biology and Medicine, Vol. 118

  5. Lithium iron phosphate power cell fault detection system based on hybrid intelligent system

    Logic Journal of the IGPL, Vol. 28, Núm. 1, pp. 71-82

  6. Hybrid model for the ANI index prediction using Remifentanil drug and EMG signal

    Neural Computing and Applications, Vol. 32, Núm. 5, pp. 1249-1258

  7. Electromyogram prediction during anesthesia by using a hybrid intelligent model

    Journal of Ambient Intelligence and Humanized Computing, Vol. 11, Núm. 11, pp. 4467-4476

  8. Detección de anomalías basada en técnicas inteligentes de una planta de obtención de material bicomponente empleado en la fabricación de palas de aerogenerador

    Revista iberoamericana de automática e informática industrial ( RIAI ), Vol. 17, Núm. 1, pp. 84-93

  9. 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

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

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

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

    Biomedical Signal Processing and Control, Vol. 59