Publicaciones (21) Publicaciones de DIEGO GARCIA PEREZ

2024

  1. Machine Learning for Inverter-Fed Motors Monitoring and Fault Detection: An Overview

    IEEE Access, Vol. 12, pp. 27167-27179

2023

  1. Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation

    IFIP Advances in Information and Communication Technology

  2. 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

  3. Principal Component Modes of Reservoir Dynamics in Reservoir Computing

    IFIP Advances in Information and Communication Technology

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

    IFIP Advances in Information and Communication Technology

  5. Visual analytics identifies key miRNAs for differentiating peripancreatic paraganglioma and pancreatic neuroendocrine tumors

    Frontiers in Endocrinology, Vol. 14

  6. 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 (Comité Español de Automática), pp. 42-47

  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

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

2018

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

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

  2. Interactive dimensionality reduction of large datasets using interpolation

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

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

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

2017

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

    Actas de las XXXVIII Jornadas de Automática