Publications (16) Publications in which a researcher has participated

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2025

  1. Adaptive model based on ESN for anomaly detection in industrial systems

    Evolving Systems, Vol. 16, Núm. 1

2024

  1. Analysis of DNA methylation patterns in cancer samples using SOM

    European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2024

  2. Conditioned fully convolutional denoising autoencoder for multi-target NILM

    Neural Computing and Applications

  3. Deep Echo State Networks for Modelling of Industrial Systems

    Communications in Computer and Information Science

  4. Exploring deep fully convolutional neural networks for surface defect detection in complex geometries

    International Journal of Advanced Manufacturing Technology, Vol. 134, Núm. 1-2, pp. 97-111

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

    Energies, Vol. 17, Núm. 2

  6. Interactive Machine Learning-Powered Dashboard for Energy Analytics in Residential Buildings

    European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2024

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

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

  8. Trustworthiness Score for Echo State Networks by Analysis of the Reservoir Dynamics

    European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2024

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