Publicaciones (186) Publicaciones en las que ha participado algún/a investigador/a

2025

  1. Batch-Balancing Improvement with Data Augmentation Techniques for Clinical Electroencephalographic Data

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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. Evaluating deep learning techniques for optimal neurons counting and characterization in complex neuronal cultures

    Medical and Biological Engineering and Computing

  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. Proposal of a Compact Neuro-Fuzzy Adaptive Controller for Filling Regulation of Two Coupled Spherical Tanks

    International Journal of Fuzzy Systems

  9. Temperature prediction for wire rod pickling plant management

    Journal of the Brazilian Society of Mechanical Sciences and Engineering, Vol. 46, Núm. 3

  10. 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. A Vision-based Approach for Unmanned Aerial Vehicles to Track Industrial Pipes for Inspection Tasks

    2023 International Conference on Unmanned Aircraft Systems, ICUAS 2023

  2. A low-power HAR method for fall and high-intensity ADLs identification using wrist-worn accelerometer devices

    Logic Journal of the IGPL, Vol. 31, Núm. 2, pp. 375-389

  3. Adaptive Model for Industrial Systems Using Echo State Networks

    Communications in Computer and Information Science

  4. Analysis of Frequency Bands in Electroencephalograms for Automatic Detection of Photoparoxysmal Responses

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Assessment and recognition in technical massive open on-line courses with and without on-line laboratories

    IEEE Global Engineering Education Conference, EDUCON

  6. Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation

    IFIP Advances in Information and Communication Technology

  7. Data Augmentation Effects on Highly Imbalanced EEG Datasets for Automatic Detection of Photoparoxysmal Responses

    Sensors, Vol. 23, Núm. 4

  8. 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

  9. Internet of Things Remote Laboratory for MQTT Remote Experimentation

    Lecture Notes in Networks and Systems