Publicaciones en colaboración con investigadores/as de Universidad de La Laguna (21)

2022

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

    Neural Computing and Applications, Vol. 34, Núm. 23, pp. 20463-20476

  2. 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

2021

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

    Advances in Intelligent Systems and Computing

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

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

  3. 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

2020

  1. 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)

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

    Advances in Intelligent Systems and Computing

  3. Anomaly Detection on Patients Undergoing General Anesthesia

    Advances in Intelligent Systems and Computing

  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. 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

  6. 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

  7. Outlier Generation and Anomaly Detection Based on Intelligent One-Class Techniques over a Bicomponent Mixing System

    Advances in Intelligent Systems and Computing

  8. Solar thermal collector output temperature prediction by hybrid intelligent model for smartgrid and smartbuildings applications and optimization

    Applied Sciences (Switzerland), Vol. 10, Núm. 13

2019

  1. A New Approach for System Malfunctioning over an Industrial System Control Loop Based on Unsupervised Techniques

    Advances in Intelligent Systems and Computing

  2. A fault detection system based on unsupervised techniques for industrial control loops

    Expert Systems

  3. Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant

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

  4. Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant

    Hybrid Artificial Intelligent Systems. 14th International Conference, HAIS 2019: León, Spain, September 4–6, 2019. Proceedings

  5. Short-term energy demand forecast in hotels using hybrid intelligent modeling

    Sensors (Switzerland), Vol. 19, Núm. 11

  6. Virtual Sensor for Fault Detection, Isolation and Data Recovery for Bicomponent Mixing Machine Monitoring

    Informatica (Netherlands), Vol. 30, Núm. 4, pp. 671-687

2018

  1. Prediction of the energy demand of a hotel using an artificial intelligence-based model

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