Publications by the researcher in collaboration with ANA GONZALEZ MUÑIZ (15)

2023

  1. Aplicación de técnicas de aprendizaje profundo (Deep Learning) al análisis y mejora de la eficiencia en sistemas de ingeniería

    Aplicación de técnicas de aprendizaje profundo (Deep Learning) al análisis y mejora de la eficiencia en sistemas de ingeniería

  2. Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation

    IFIP Advances in Information and Communication Technology

  3. Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction

    IEEE Journal of Biomedical and Health Informatics, Vol. 27, Núm. 6, pp. 3083-3092

  4. Visual Analytics Tools for the Study of Complex Problems in Engineering and Biomedicine

    IFIP Advances in Information and Communication Technology

  5. Visualizing Cell Motility Patterns from Time Lapse Videos with Interactive 2D Maps Generated with Deep Autoencoders

    IFIP Advances in Information and Communication Technology

2022

  1. Health indicator for machine condition monitoring built in the latent space of a deep autoencoder

    Reliability Engineering and System Safety, Vol. 224

  2. Interactive dual projections for gene expression analysis

    ESANN 2022 proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  3. Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave

    ESANN 2022 proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

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

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

  5. 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

  2. Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets

    Bioinformatics (Oxford, England), Vol. 37, Núm. 11, pp. 1571-1580

2020

  1. DCNN for condition monitoring and fault detection in rotating machines and its contribution to the understanding of machine nature

    Heliyon, Vol. 6, Núm. 2

2019

  1. Análisis de vibraciones en una estructura utilizando echo state networks

    XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019

  2. Diseño de una maqueta de bajo coste para SHM

    XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019