Publicaciones (88) Publicaciones de IGNACIO DIAZ BLANCO Ver datos de investigación

2024

  1. Insulation Condition Assessment in Inverter-Fed Motors Using the High-Frequency Common Mode Current: A Case Study

    Energies, Vol. 17, Núm. 2

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

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

2023

  1. Adaptive Model for Industrial Systems Using Echo State Networks

    Communications in Computer and Information Science

  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. Principal Component Modes of Reservoir Dynamics in Reservoir Computing

    IFIP Advances in Information and Communication Technology

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

    IFIP Advances in Information and Communication Technology

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

    Frontiers in Endocrinology, Vol. 14

  7. 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. Differential HIF2α Protein Expression in Human Carotid Body and Adrenal Medulla under Physiologic and Tumorigenic Conditions

    Cancers, Vol. 14, Núm. 12

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

    Reliability Engineering and System Safety, Vol. 224

  3. Interactive dual projections for gene expression analysis

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

  4. 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

  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

  2. Estimating cooling production and monitoring efficiency in chillers using a soft sensor

    Neural Computing and Applications, Vol. 32, Núm. 23, pp. 17291-17308

2019

  1. A deep learning approach for fusing sensor data from screw compressors

    Sensors (Switzerland), Vol. 19, Núm. 13

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

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