Publications by the researcher in collaboration with HÉCTOR ALAIZ MORETÓN (28)

2020

  1. Non-removal strategy for outliers in predictive models: The PAELLA algorithm case

    Logic Journal of the IGPL, Vol. 28, Núm. 4, pp. 418-429

  2. Robust weighted regression via PAELLA sample weights

    Neurocomputing, Vol. 391, pp. 325-333

2019

  1. A fault detection system for a geothermal heat exchanger sensor based on intelligent techniques

    Sensors (Switzerland), Vol. 19, Núm. 12

  2. Ground-level ozone predictions using outlier identification leveraged sample weighted regressors

    Journal of Experimental and Theoretical Artificial Intelligence, Vol. 31, Núm. 6, pp. 829-840

2018

  1. Coupling the PAELLA algorithm to predictive models

    Advances in Intelligent Systems and Computing

  2. Data mining techniques for the estimation of variables in health-related noisy data

    Advances in Intelligent Systems and Computing

  3. Learning process analysis using machine learning techniques

    International Journal of Engineering Education, Vol. 34, Núm. 3, pp. 981-989

  4. PAELLA as a booster in weighted regression

    Advances in Intelligent Systems and Computing

  5. Sensor fault detection and recovery methodology for a geothermal heat exchanger

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

2016

  1. Machine learning insights on the learning process

    ACM International Conference Proceeding Series

  2. Machine learning insights on the learning process

    Proceedings, TEEM '16

2010

  1. Herramienta para diseño de controladores en Scilab con enfoque didáctico

    XXXI Jornadas de Automática Jaén 8-10 de septiembre de 2010: Comunicaciones

  2. Implementación de reguladores con lógica fuzzy

    Técnica industrial, Núm. 288, pp. 36-43

2009

  1. A semantic web-based learning environment for control engineering education

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  2. Development of a conceptual model for a knowledge-based system for the design of closed-loop PID controllers

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

  3. Entorno Web para diseño de una infraestructura común detelecomunicación

    XXX Jornadas de Automática: Palacio de Congresos Conde Ansúrez, 2-4 de septiembre 2009

  4. Implementación de reguladores en sistemas expertos

    Técnica industrial, Núm. 285, pp. 44-50

  5. Knowledge based expert system for PID controller tuning under hazardous operating conditions

    Advances in Intelligent and Soft Computing

  6. Los inicios de los controladores actuales

    XXX Jornadas de Automática: Palacio de Congresos Conde Ansúrez, 2-4 de septiembre 2009