Publications by the researcher in collaboration with Ignacio Díaz Blanco (9)

2019

  1. Virtual sensor based on a deep learning approach for estimating efficiency in chillers

    Communications in Computer and Information Science

2010

  1. Application of SOM-based visualization maps for time-response analysis of industrial processes

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

  2. Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes

    Engineering Applications of Artificial Intelligence, Vol. 23, Núm. 1, pp. 8-17

2008

  1. Visualization of dynamic parameters of a multivariable system using self-organizing maps

    IFAC Proceedings Volumes (IFAC-PapersOnline)

2007

  1. Internet-based remote supervision of industrial processes using self-organizing maps

    Engineering Applications of Artificial Intelligence, Vol. 20, Núm. 6, pp. 757-765

  2. Modeling of dynamics using process state projection on the self organizing map

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

  3. Remote supervision of industrial processes based on PMML-defined SOM models

    2007 European Control Conference, ECC 2007

  4. Visualization of dynamics using local dynamic modelling with self organizing maps

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

2005

  1. Industrial supervision system based on visual data mining and motion trajectory analysis

    IFAC Proceedings Volumes (IFAC-PapersOnline)