Publications by the researcher in collaboration with IGNACIO DIAZ BLANCO (26)

2014

  1. Power-consumption analysis through web-based visual data exploration

    IFAC Proceedings Volumes (IFAC-PapersOnline)

2013

  1. Visual analysis of a cold rolling process using a dimensionality reduction approach

    Engineering Applications of Artificial Intelligence, Vol. 26, Núm. 8, pp. 1865-1871

2012

  1. MorphingProjections: Interactive Visualization of Electric Power Demand Time Series

    Eurographics Conference on Visualization (EuroVis)

  2. Supervision of industrial processes using self organizing maps

    Intelligent Data Analysis for Real-Life Applications: Theory and Practice (IGI Global), pp. 206-227

  3. Visual Analysis of a Cold Rolling Process Using Data-Based Modeling

    Communications in Computer and Information Science

  4. Visual analysis of residuals from data-based models in complex industrial processes

    International Journal of Modern Physics B, Vol. 26, Núm. 25

2011

  1. Control maps: Visualization of local robustness properties for control system design

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  2. Manifold learning for visualization of vibrational states of a rotating machine

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

2010

  1. Visualization of changes in process dynamics using self-organizing maps

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

2009

  1. Visualization of MIMO process dynamics using local dynamic modelling with self organizing maps

    Communications in Computer and Information Science

2008

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

    IFAC Proceedings Volumes (IFAC-PapersOnline)

2007

  1. 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)

2006

  1. Implementation of a virtual sensor on a hot dip galvanizing linefor zinc coating thickness estimation

    Revue de Metallurgie. Cahiers D'Informations Techniques, Vol. 103, Núm. 5, pp. 226-232

2005

  1. Modelado visual de Procesos industriales

    Revista iberoamericana de automática e informática industrial ( RIAI ), Vol. 2, Núm. 4, pp. 101-112

2004

  1. Visualizing knowledge for data mining using dimension reduction mappings

    Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, IRI-2004

2003

  1. A visual approach for fuzzy rule induction

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  2. Visual predictive maintenance tool based on SOM projection techniques

    Revue de Metallurgie. Cahiers D'Informations Techniques

2002

  1. Correlation visualization of high dimensional data using topographic maps

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

  2. MAPREX: A SOM-based condition monitoring system

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  3. Prior knowledge integration in selforganizing maps for complex process supervision

    IFAC Proceedings Volumes (IFAC-PapersOnline)