Publications by the researcher in collaboration with Abel A. Cuadrado Vega (28)

2022

  1. Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders

    Computers and Electrical Engineering, Vol. 101

2021

  1. Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings

    IEEE Transactions on Smart Grid, Vol. 12, Núm. 3, pp. 2722-2731

2018

  1. Interactive dimensionality reduction of large datasets using interpolation

    ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  2. Interactive visualization for NILM in large buildings using non-negative matrix factorization

    Energy and Buildings, Vol. 176, pp. 95-108

  3. Interactive data visualization of chatter conditions in a cold rolling mill

    Computers in Industry, Vol. 103, pp. 86-96

2017

  1. Visualización web interactiva para el análisis del chatter en laminación en frío

    Actas de las XXXVIII Jornadas de Automática

  2. Latent variable analysis in hospital electric power demand using non-negative matrix factorization

    ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  3. Bancada para análisis inteligente de datos en monitorización de salud estructural

    Actas de las XXXVIII Jornadas de Automática

  4. Energy analytics in public buildings using interactive histograms

    Energy and Buildings, Vol. 134, pp. 94-104

2014

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

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  2. Interactive dimensionality reduction for visual analytics

    22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings

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

    International Journal of Modern Physics B

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

    Communications in Computer and Information Science

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

    Eurographics Conference on Visualization (EuroVis)

  4. Supervision of industrial processes using self organizing maps

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

2011

  1. 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)

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

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  3. Analysis of electric power consumption using self-organizing maps

    IFAC Proceedings Volumes (IFAC-PapersOnline)

2010

  1. 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