Publications (23)

¹ Publicaciones consideradas como producción del grupo

View referenced research data.

filter_list Control%20and%20Systems%20Engineering

2025

  1. A Novel Approach to Speed Up Hampel Filter for Outlier Detection

    Sensors, Vol. 25, Núm. 11

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

    Evolving Systems, Vol. 16, Núm. 1

  3. CACTUS: A Context-Aware Framework for Counterfactual Explanations Across Diverse Prediction Domains

    Lecture Notes in Computer Science

  4. CICERO-DARA Prototipo de informes de seguridad para entidades

    Actas de las X Jornadas Nacionales de Investigación en Ciberseguridad

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

    Neural Computing and Applications, Vol. 37, Núm. 17, pp. 10491-10505

  6. ESN Architectures for Industrial Process Modelling to Develop Digital Twins

    Communications in Computer and Information Science

  7. Reinforcement Learning Approach to Optimizing Profilometric Sensor Trajectories for Surface Inspection

    Sensors, Vol. 25, Núm. 7

  8. Sensor virtual inteligente para la inspección de calidad en sistemas robóticos de dispensación de adhesivos

    Revista iberoamericana de automática e informática industrial ( RIAI ), Vol. 22, Núm. 4, pp. 241-252

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. Deep Echo State Networks for Modelling of Industrial Systems

    Communications in Computer and Information Science

  3. 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

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

    Energies, Vol. 17, Núm. 2

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

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

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

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

  7. 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. Echo State Networks for anomaly detection in industrial systems

    IFAC-PapersOnLine

  4. 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

  5. Principal Component Modes of Reservoir Dynamics in Reservoir Computing

    IFIP Advances in Information and Communication Technology