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)

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)

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)

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)

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)

Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers. - Serafín Alonso; Antonio Morán Álvarez; Daniel Pérez 001; Perfecto Reguera; Ignacio Díaz Blanco; Manuel Domínguez 002 (EANN, 2019)

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)

A Deep Learning Approach for Fusing Sensor Data from Screw Compressors. - Serafín Alonso; Daniel Pérez 001; Antonio Morán Álvarez; Juan J. Fuertes-Martínez; Ignacio Díaz Blanco; Manuel Domínguez 002 (Sensors, 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)

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)

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)

Guidelines to develop demonstration models on industry 4.0 for engineering training. - Juan José Fuertes 001; Raúl González-Herbón; José Ramón Rodríguez-Ossorio; Guzmán González-Mateos; Serafín Alonso; Antonio Morán 001 (Int. J. Comput. Integr. Manuf., 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)

An Approach to Develop Digital Twins in Industry. - Raúl González-Herbón; Guzmán González-Mateos; José Ramón Rodríguez-Ossorio; Manuel Domínguez 002; Serafín Alonso; Juan J. Fuertes-Martínez (Sensors, 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)

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)