Publicaciones en las que colabora con Juan José Fuertes Martínez (41)

2024

  1. Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder

    Integrated Computer-Aided Engineering, Vol. 31, Núm. 2, pp. 157-172

2023

  1. Adaptive Model for Industrial Systems Using Echo State Networks

    Communications in Computer and Information Science

  2. Hierarchical Prediction in Incomplete Submetering Systems Using a CNN

    Communications in Computer and Information Science

2022

  1. Armario para la formación en automatización y control de subestaciones eléctricas de tracción

    XLIII Jornadas de Automática: libro de actas: 7, 8 y 9 de septiembre de 2022, Logroño (La Rioja)

  2. Demostradores para la formación en digitalización de la industria

    Premios a la innovación en la enseñanza, Núm. 21, pp. 65-116

  3. Design of Platforms for Experimentation in Industrial Cybersecurity

    Applied Sciences (Switzerland), Vol. 12, Núm. 13

  4. Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network

    Communications in Computer and Information Science, Vol. 1600 CCIS, pp. 247-259

  5. Remote training in cybersecurity for industrial control systems

    IFAC-PapersOnLine, Vol. 55, Núm. 17, pp. 320-325

2021

  1. Environment for Education on Industry 4.0

    IEEE Access, Vol. 9, pp. 144395-144405

  2. Evaluation of feature learning for anomaly detection in network traffic

    Evolving Systems, Vol. 12, Núm. 1, pp. 79-90

  3. Virtual sensor for probabilistic estimation of the evaporation in cooling towers

    Integrated Computer-Aided Engineering, Vol. 28, Núm. 4, pp. 369-381

2020

  1. Feature extraction from building submetering networks using deep learning

    Sensors (Switzerland), Vol. 20, Núm. 13, pp. 1-21

  2. Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network

    Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, pp. 155-166

2019

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

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

  2. Comparison of network intrusion detection performance using feature representation

    Communications in Computer and Information Science

  3. Experimentation environment for industrial control systems cybersecurity: On-site and remote training

    IFAC-PapersOnLine

2017

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

    Communications in Computer and Information Science

2015

  1. Analysis of Electricity Bill Data using Interactive Dimensionality Reduction

    ACM International Conference Proceeding Series

2013

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

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

  2. Visualization maps based on SOM to analyze MIMO systems

    Neural Computing and Applications, Vol. 23, Núm. 5, pp. 1407-1419