Antonio Morán

13 papers C 6Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive study of incremental input-to-state stability in echo state networks: Hyperparameter influence and stability promotion in reduced models.
Neurocomputing
Guzmán González-Mateos, Antonio Morán, Miguel A. Prada, Juan José Fuertes, Serafín Alonso, Manuel Domínguez
2026 J jnl
Embedded deep reservoir computing for modelling complex industrial systems.
Integr. Comput. Aided Eng.
José Ramón Rodríguez-Ossorio, Claudio Gallicchio, Antonio Morán, Ignacio Díaz Blanco, Juan José Fuertes, Manuel Domínguez
2025 J jnl
Adaptive model based on ESN for anomaly detection in industrial systems.
Evol. Syst.
José Ramón Rodríguez-Ossorio, Antonio Morán, Juan J. Fuertes-Martínez, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez
2025 J jnl
Assessment and deployment of a LSTM-based virtual sensor in an industrial process control loop.
Neural Comput. Appl.
Raúl González-Herbón, Guzmán González-Mateos, José Ramón Rodríguez-Ossorio, Miguel A. Prada, Antonio Morán, Serafín Alonso, Juan José Fuertes, Manuel Domínguez
2025 — conf
ESN with Delayed Inputs to Model Industrial Processes.
EANN (1)
José Ramón Rodríguez-Ossorio, Antonio Morán, Juan José Fuertes, Claudio Gallicchio, Lidia Roca, Manuel Domínguez
2024 C conf
Deep Echo State Networks for Modelling of Industrial Systems.
EANN
José Ramón Rodríguez-Ossorio, Claudio Gallicchio, Antonio Morán, Ignacio Díaz Blanco, Juan José Fuertes, Manuel Domínguez
2024 J jnl
Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder.
Integr. Comput. Aided Eng.
Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
2024 C conf
Machine Learning Modeling in Industrial Processes for Visual Analysis.
EANN
Antonio Morán, Serafín Alonso, Juan José Fuertes, Miguel A. Prada, Lidia Roca, Manuel Domínguez
2023 C conf
Adaptive Model for Industrial Systems Using Echo State Networks.
EANN
José Ramón Rodríguez-Ossorio, Antonio Morán, Juan José Fuertes, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez
2023 J jnl
Guidelines to develop demonstration models on industry 4.0 for engineering training.
Int. J. Comput. Integr. Manuf.
Juan José Fuertes, Raúl González-Herbón, José Ramón Rodríguez-Ossorio, Guzmán González-Mateos, Serafín Alonso, Antonio Morán
2023 C conf
Hierarchical Prediction in Incomplete Submetering Systems Using a CNN.
EANN
Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez
2023 C conf
Virtual Flow Meter for an Industrial Process.
EANN
Raúl González-Herbón, Guzmán González-Mateos, Serafín Alonso, Miguel A. Prada, Juan José Fuertes, Antonio Morán, Manuel Domínguez
2022 C conf
Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network.
EANN
Serafín Alonso, Antonio Morán, Daniel Pérez, Miguel A. Prada, Juan José Fuertes, Manuel Domínguez