Publications in collaboration with researchers from Universidad de León (27)

2023

  1. Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation

    IFIP Advances in Information and Communication Technology

  2. Principal Component Modes of Reservoir Dynamics in Reservoir Computing

    IFIP Advances in Information and Communication Technology

2022

  1. Modelado de series temporales mediante echo state networks para aplicaciones de analítica visual

    Simposio CEA de Control Inteligente (17. 2022. León): Libro de actas

  2. 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

2017

  1. Energy analytics in public buildings using interactive histograms

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

  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

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. Analysis of electric power consumption using self-organizing maps

    IFAC Proceedings Volumes (IFAC-PapersOnline)

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

    IFAC Proceedings Volumes (IFAC-PapersOnline)

  3. 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. The penicillium chrysogenum extracellular proteome. Conversion from a food-rotting strain to a versatile cell factory for white biotechnology

    Molecular and Cellular Proteomics, Vol. 9, Núm. 12, pp. 2729-2744

  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