Publications in collaboration with researchers from Universidad de Oviedo (50)

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. Automatic measurement of fish size using stereo vision

    I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings

  3. Assessing feature selection techniques for a colorectal cancer prediction model

    Advances in Intelligent Systems and Computing

  4. A Real-Time Algorithm to Detect Falls in the Elderly

    MeMeA 2018 - 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings

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

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

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

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

2017

  1. 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

  2. Analysis of parallel process in hvac systems using deep autoencoders

    Communications in Computer and Information Science

  3. Evaluating interactive visualization of multidimensional data projection with feature transformation

    Multimodal Technologies and Interaction, Vol. 1, Núm. 3

  4. Energy analytics in public buildings using interactive histograms

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

  5. A Web-Based Tool for Automatic Data Collection, Curation, and Visualization of Complex Healthcare Survey Studies including Social Network Analysis

    Computational and Mathematical Methods in Medicine, Vol. 2017

2015

  1. Analysis of Electricity Bill Data using Interactive Dimensionality Reduction

    ACM International Conference Proceeding Series