Publikationen, an denen er mitarbeitet Ignacio Díaz Blanco (47)

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

2020

  1. 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. Virtual sensor based on a deep learning approach for estimating efficiency in chillers

    Communications in Computer and Information Science

  2. Desarrollo de laboratorio remoto de investigación mediante la utilización de tecnologías industriales multiconectadas

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

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

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

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. Analysis of parallel process in hvac systems using deep autoencoders

    Communications in Computer and Information Science

  5. Energy analytics in public buildings using interactive histograms

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

2015

  1. Analysis of Electricity Bill Data using Interactive Dimensionality Reduction

    ACM International Conference Proceeding Series

  2. Interactive feature space extension for multidimensional data projection

    Neurocomputing, Vol. 150, Núm. PB, pp. 611-626

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. Interactive Visualization and Feature Transformation for Multidimensional Data Projection

    1st International Workshop on Visual Analytics Using Multidimensional Projections, VAMP@EuroVis 2013

  2. Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques

    Engineering Applications of Artificial Intelligence, Vol. 26, Núm. 8, pp. 1872-1880