Publications in collaboration with researchers from Universidad de Salamanca (20)

2022

  1. Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning

    Logic Journal of the IGPL, Vol. 30, Núm. 6, pp. 1056-1073

2021

  1. Beta-hebbian learning for visualizing intrusions in flows

    Advances in Intelligent Systems and Computing

  2. Comparative of Clustering Techniques for Academic Advice and Performance Measurement

    The 11th International Conference on EUropean Transnational Educational: (ICEUTE 2020)

  3. Comparative of clustering techniques for academic advice and performance measurement

    Advances in Intelligent Systems and Computing

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. 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

  3. Comparative study of imputation algorithms applied to the prediction of student performance

    Logic Journal of the IGPL, Vol. 28, Núm. 1, pp. 58-70

  4. Intrusion detection with unsupervised techniques for network management protocols over smart grids

    Applied Sciences (Switzerland), Vol. 10, Núm. 7

  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. 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. Intelligent model for electromyogram (emg) signal prediction during anesthesia

    Journal of Multiple-Valued Logic and Soft Computing, Vol. 32, Núm. 3-4, pp. 205-220

2018

  1. Bioclimatic house heat exchanger behavior prediction with time series modeling

    Advances in Intelligent Systems and Computing

2016

  1. An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger

    Journal of Applied Logic, Vol. 17, pp. 36-47

  2. Hybrid intelligent model for fault detection of a Lithium Iron Phosphate power cell used in electric vehicles

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

  3. Student performance prediction applying missing data imputation in electrical engineering studies degree

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

2015

  1. Modeling the electromyogram (EMG) of patients undergoing anesthesia during surgery

    Advances in Intelligent Systems and Computing

2014

  1. Hybrid intelligent model to predict the SOC of a LFP power cell type

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

  2. Intelligent model for fault detection on geothermal exchanger of a heat pump

    Advances in Intelligent Systems and Computing

  3. Intelligent model to obtain initial and final conduction angle of a diode in a half wave rectifier with a capacitor filter

    Advances in Intelligent Systems and Computing

  4. Modeling of bicomponent mixing system used in the manufacture of wind generator blades

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