Juan José Fuertes

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 12

Top Topics

Multivariate Time Series

Feature Representation

Industrial Processes

Top Venues

Integr. Comput. Aided Eng.

Int. J. Comput. Integr. Manuf.

Publications

Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder. Integr. Comput. Aided Eng. 31 (2) (2024)
Antonio Morán, Serafín Alonso, Juan José Fuertes, Miguel A. Prada, Lidia Roca, Manuel Domínguez
Machine Learning Modeling in Industrial Processes for Visual Analysis. EANN (2024)
José Ramón Rodríguez-Ossorio, Claudio Gallicchio, Antonio Morán, Ignacio Díaz Blanco, Juan José Fuertes, Manuel Domínguez
Deep Echo State Networks for Modelling of Industrial Systems. EANN (2024)
Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
Hierarchical Prediction in Incomplete Submetering Systems Using a CNN. EANN (2023)
Juan José Fuertes, Raúl González-Herbón, José Ramón Rodríguez-Ossorio, Guzmán González-Mateos, Serafín Alonso, Antonio Morán
Guidelines to develop demonstration models on industry 4.0 for engineering training. Int. J. Comput. Integr. Manuf. 36 (10) (2023)
Raúl González-Herbón, Guzmán González-Mateos, Serafín Alonso, Miguel A. Prada, Juan José Fuertes, Antonio Morán, Manuel Domínguez
Virtual Flow Meter for an Industrial Process. EANN (2023)
José Ramón Rodríguez-Ossorio, Antonio Morán, Juan José Fuertes, Miguel A. Prada, Ignacio Díaz, Manuel Domínguez
Adaptive Model for Industrial Systems Using Echo State Networks. EANN (2023)
Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network. EANN (2022)
Juan José Fuertes, Miguel Ángel Prada, José Ramón Rodríguez-Ossorio, Raúl González-Herbón, Daniel Pérez, Manuel Domínguez
Environment for Education on Industry 4.0. IEEE Access 9 (2021)
Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
Virtual sensor for probabilistic estimation of the evaporation in cooling towers. Integr. Comput. Aided Eng. 28 (4) (2021)
Antonio Morán Álvarez, Serafín Alonso, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
Feature Extraction from Building Submetering Networks Using Deep Learning. Sensors 20 (13) (2020)
Daniel Pérez, Serafín Alonso, Antonio Morán Álvarez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
Comparison of Network Intrusion Detection Performance Using Feature Representation. EANN (2019)
Perfecto Reguera, Juan José Fuertes, Manuel Domínguez, Bernardo A. León de la Barra
Active learning in control education. CDC/ECC (2005)