Modeling of Dynamics Using Process State Projection on the Self Organizing Map. - Juan J. Fuertes-Martínez; Miguel A. Prada; Manuel Domínguez-González; Perfecto Reguera-Acevedo; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega (ICANN (1), 2007)

Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Alberto B. Diez; Juan J. Fuertes-Martínez; Manuel Domínguez-González; Miguel A. Prada (EANN, 2009)

Tool for instruction and learning on variable speed drives through the Internet. - Manuel Domínguez 002; Juan J. Fuertes-Martínez; Perfecto Reguera-Acevedo; Miguel A. Prada; Serafín Alonso; Antonio Morán Álvarez; Fernando Briz; Alberto B. Diez (ECC, 2009)

Visualization of Changes in Process Dynamics Using Self-Organizing Maps. - Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega; Alberto B. Diez González; Manuel Domínguez-González; Juan J. Fuertes-Martínez; Miguel A. Prada (ICANN (2), 2010)

Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes. - Miguel A. Prada; Manuel Domínguez-González; Ignacio Díaz Blanco; Juan J. Fuertes-Martínez; Perfecto Reguera-Acevedo; Antonio Morán Álvarez; Serafín Alonso (ICANN (2), 2010)

Novelty Detection in Projected Spaces for Structural Health Monitoring. - Janne Toivola; Miguel A. Prada; Jaakko Hollmén (IDA, 2010)

Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes. - Juan J. Fuertes-Martínez; Manuel Domínguez-González; Perfecto Reguera-Acevedo; Miguel A. Prada; Ignacio Díaz Blanco; Abel Alberto Cuadrado Vega (Eng. Appl. Artif. Intell., 2010)

Comparative Analysis of Power Consumption in University Buildings Using envSOM. - Serafín Alonso; Manuel Domínguez-González; Miguel A. Prada; Mika Sulkava; Jaakko Hollmén (IDA, 2011)

EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization. - Serafín Alonso; Mika Sulkava; Miguel A. Prada; Manuel Domínguez-González; Jaakko Hollmén (WSOM, 2011)

Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques. - Antonio Morán Álvarez; Juan J. Fuertes-Martínez; Miguel A. Prada; Serafín Alonso; Pablo Barrientos; Ignacio Díaz Blanco (EANN, 2012)

Two-Stage Approach for Electricity Consumption Forecasting in Public Buildings. - Antonio Morán Álvarez; Miguel A. Prada; Serafín Alonso; Pablo Barrientos; Juan J. Fuertes-Martínez; Manuel Domínguez-González; Ignacio Díaz Blanco (IDA, 2012)

Improving User Interaction in Remote Laboratories through HTML5/AJAX. - Manuel Domínguez-González; Miguel A. Prada; Antonio Morán Álvarez; Serafín Alonso Castro; Pablo Barrientos (ACE, 2012)

Virtual and Remote Laboratory of a DC Motor. - Juan J. Fuertes-Martínez; Serafín Alonso Castro; Antonio Morán Álvarez; Miguel A. Prada; Sergio García de Prado; Carlos Javier Del Canto Masa (ACE, 2012)

Monitoring industrial processes with SOM-based dissimilarity maps. - Manuel Domínguez-González; Juan J. Fuertes-Martínez; Ignacio Díaz Blanco; Miguel A. Prada; Serafín Alonso; Antonio Morán Álvarez (Expert Syst. Appl., 2012)

Three-way analysis of structural health monitoring data. - Miguel A. Prada; Janne Toivola; Jyrki Kullaa; Jaakko Hollmén (Neurocomputing, 2012)

Analysis of Heating Systems in Buildings Using Self-Organizing Maps. - Pablo Barrientos; Carlos J. del Canto; Antonio Morán Álvarez; Serafín Alonso; Miguel A. Prada; Juan J. Fuertes-Martínez; Manuel Domínguez-González (EANN (1), 2013)

Education on Automatic Control for Professionals through the LRA-ULE Remote Laboratory. - Manuel Domínguez-González; Juan José Fuertes-Martínez; Miguel A. Prada; Serafín Alonso Castro; Antonio Morán Álvarez; Pablo Barrientos (ACE, 2013)

Remote Laboratory with an Electro-Pneumatic Classication Cell. - Miguel A. Prada; Manuel Domínguez-González; Juan J. Fuertes-Martínez; Pablo Barrientos; Carlos Javier Del Canto Masa; Sergio García de Prado (ACE, 2013)

Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques. - Antonio Morán Álvarez; Juan J. Fuertes-Martínez; Miguel A. Prada; Serafín Alonso; Pablo Barrientos; Ignacio Díaz Blanco; Manuel Domínguez-González (Eng. Appl. Artif. Intell., 2013)

Visualization maps based on SOM to analyze MIMO systems. - Juan J. Fuertes-Martínez; Manuel Domínguez-González; Ignacio Díaz Blanco; Miguel A. Prada; Antonio Morán Álvarez; Serafín Alonso (Neural Comput. Appl., 2013)

Analysis of electricity bills using visual continuous maps. - Antonio Morán Álvarez; Juan José Fuertes-Martínez; Manuel Domínguez-González; Miguel A. Prada; Serafín Alonso; Pablo Barrientos (Neural Comput. Appl., 2013)

Remote laboratory of a quadruple tank process for learning in control engineering using different industrial controllers. - Manuel Domínguez-González; Juan J. Fuertes-Martínez; Miguel A. Prada; Serafín Alonso; Antonio Morán Álvarez (Comput. Appl. Eng. Educ., 2014)

Analysis of Electricity Bill Data using Interactive Dimensionality Reduction. - Serafín Alonso; Miguel A. Prada; Juan J. Fuertes-Martínez; Ignacio Díaz Blanco; Manuel Domínguez-González (EANN Workshops, 2015)

Challenges and solutions in remote laboratories. Application to a remote laboratory of an electro-pneumatic classification cell. - Miguel A. Prada; Juan J. Fuertes-Martínez; Serafín Alonso Castro; Sergio García de Prado; Manuel Domínguez-González (Comput. Educ., 2015)

Dimensionality reduction techniques to analyze heating systems in buildings. - Manuel Domínguez-González; Serafín Alonso; Antonio Morán Álvarez; Miguel A. Prada; Juan J. Fuertes-Martínez (Inf. Sci., 2015)

Analysis of Parallel Process in HVAC Systems Using Deep Autoencoders. - Antonio Morán Álvarez; Serafín Alonso; Miguel A. Prada; Juan J. Fuertes-Martínez; Ignacio Díaz Blanco; Manuel Domínguez-González (EANN, 2017)

Comparative analysis of the security of configuration protocols for industrial control devices. - Luis Martín-Liras; Miguel A. Prada; Juan J. Fuertes-Martínez; Antonio Morán Álvarez; Serafín Alonso; Manuel Domínguez-González (Int. J. Crit. Infrastructure Prot., 2017)

SPEET: Visual Data Analysis of Engineering Students Performance From Academic Data. - Manuel Domínguez 002; Ramón Vilanova; Miguel A. Prada; José López Vicario; Marian Barbu; Maria João Varanda Pereira; Michal Podpora; Umberto Spagnolini; Paulo Alves; Anna Maria Paganoni (LASI-SPAIN, 2018)

Comparison of Network Intrusion Detection Performance Using Feature Representation. - Daniel Pérez 001; Serafín Alonso; Antonio Morán Álvarez; Miguel A. Prada; Juan José Fuertes 001; Manuel Domínguez 002 (EANN, 2019)

Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network. - Serafín Alonso; Antonio Morán Álvarez; Daniel Pérez 001; Miguel A. Prada; Juan J. Fuertes-Martínez; Manuel Domínguez 002 (EANN, 2020)

Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees. - Miguel A. Prada; Manuel Domínguez 002; José López Vicario; Paulo Alexandre Vara Alves; Marian Barbu; Michal Podpora; Umberto Spagnolini; Maria João Varanda Pereira; Ramón Vilanova (IEEE Access, 2020)

Estimating cooling production and monitoring efficiency in chillers using a soft sensor. - Serafín Alonso; Antonio Morán Álvarez; Daniel Pérez 001; Miguel A. Prada; Ignacio Díaz Blanco; Manuel Domínguez 002 (Neural Comput. Appl., 2020)

Feature Extraction from Building Submetering Networks Using Deep Learning. - Antonio Morán Álvarez; Serafín Alonso; Daniel Pérez 001; Miguel A. Prada; Juan José Fuertes 001; Manuel Domínguez 002 (Sensors, 2020)

Environment for Education on Industry 4.0. - Juan José Fuertes 001; Miguel Ángel Prada; José Ramón Rodríguez-Ossorio; Raúl González-Herbón; Daniel Pérez 001; Manuel Domínguez 002 (IEEE Access, 2021)

Feature analysis for data-driven APT-related malware discrimination. - Luis Martín-Liras; Adolfo Rodriguez de Soto; Miguel A. Prada (Comput. Secur., 2021)

Evaluation of feature learning for anomaly detection in network traffic. - Daniel Pérez 001; Serafín Alonso; Antonio Morán Álvarez; Miguel A. Prada; Juan J. Fuertes-Martínez; Manuel Domínguez 002 (Evol. Syst., 2021)

Virtual sensor for probabilistic estimation of the evaporation in cooling towers. - Serafín Alonso; Antonio Morán Álvarez; Daniel Pérez 001; Miguel A. Prada; Juan José Fuertes 001; Manuel Domínguez 002 (Integr. Comput. Aided Eng., 2021)

Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network. - Serafín Alonso; Antonio Morán 001; Daniel Pérez 001; Miguel A. Prada; Juan José Fuertes 001; Manuel Domínguez 002 (EANN, 2022)

Hierarchical Prediction in Incomplete Submetering Systems Using a CNN. - Serafín Alonso; Antonio Morán 001; Daniel Pérez 001; Miguel A. Prada; Juan José Fuertes 001; Manuel Domínguez 002 (EANN, 2023)

Virtual Flow Meter for an Industrial Process. - Raúl González-Herbón; Guzmán González-Mateos; Serafín Alonso; Miguel A. Prada; Juan José Fuertes 001; Antonio Morán 001; Manuel Domínguez 002 (EANN, 2023)

Adaptive Model for Industrial Systems Using Echo State Networks. - José Ramón Rodríguez-Ossorio; Antonio Morán 001; Juan José Fuertes 001; Miguel A. Prada; Ignacio Díaz Blanco; Manuel Domínguez 002 (EANN, 2023)

Machine Learning Modeling in Industrial Processes for Visual Analysis. - Antonio Morán 001; Serafín Alonso; Juan José Fuertes 001; Miguel A. Prada; Lidia Roca; Manuel Domínguez 002 (EANN, 2024)

Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder. - Serafín Alonso; Antonio Morán 001; Daniel Pérez 001; Miguel A. Prada; Juan José Fuertes 001; Manuel Domínguez 002 (Integr. Comput. Aided Eng., 2024)

ESN Architectures for Industrial Process Modelling to Develop Digital Twins. - Raúl González-Herbón; Serafín Alonso; Miguel A. Prada; Ignacio Díaz Blanco; Manuel Domínguez 002; Juan José Fuertes 001 (EANN (2), 2025)

Adaptive model based on ESN for anomaly detection in industrial systems. - José Ramón Rodríguez-Ossorio; Antonio Morán 001; Juan J. Fuertes-Martínez; Miguel A. Prada; Ignacio Díaz Blanco; Manuel Domínguez 002 (Evol. Syst., 2025)

Assessment and deployment of a LSTM-based virtual sensor in an industrial process control loop. - Raúl González-Herbón; Guzmán González-Mateos; José Ramón Rodríguez-Ossorio; Miguel A. Prada; Antonio Morán 001; Serafín Alonso; Juan José Fuertes 001; Manuel Domínguez 002 (Neural Comput. Appl., 2025)