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MANUEL DOMÍNGUEZ
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Machine learning methods to forecast temperature in buildings
F Mateo, JJ Carrasco, A Sellami, M Millán-Giraldo, M Domínguez, ...
Expert Systems with Applications 40 (4), 1061-1068, 2013
932013
Laboratorio Remoto para la Enseñanza de la Automática en la Universidad de León (España)
M Domínguez, P Reguera, JJ Fuertes
Revista Iberoamericana de automática e informática industrial 2 (2), 36-45, 2005
852005
A low-cost open source hardware in control education. case study: Arduino-feedback ms-150
P Reguera, D García, M Domínguez, MA Prada, S Alonso
IFAC-PapersOnLine 48 (29), 117-122, 2015
712015
Communication with resource-constrained devices through MQTT for control education
MA Prada, P Reguera, S Alonso, A Morán, JJ Fuertes, M Domínguez
IFAC-PapersOnLine 49 (6), 150-155, 2016
652016
A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes
I Díaz, M Domínguez, AA Cuadrado, JJ Fuertes
Expert Systems with Applications 34 (4), 2953-2965, 2008
502008
Fully-convolutional denoising auto-encoders for NILM in large non-residential buildings
D Garcia-Perez, D Pérez-López, I Diaz-Blanco, A González-Muñiz, ...
IEEE Transactions on Smart Grid 12 (3), 2722-2731, 2020
482020
Challenges and solutions in remote laboratories. Application to a remote laboratory of an electro-pneumatic classification cell
MA Prada, JJ Fuertes, S Alonso, S García, M Domínguez
Computers & Education 85, 180-190, 2015
482015
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes
JJ Fuertes, M Domínguez, P Reguera, MA Prada, I Díaz, AA Cuadrado
Engineering Applications of Artificial Intelligence 23 (1), 8-17, 2010
472010
Remote laboratory of a quadruple tank process for learning in control engineering using different industrial controllers
M Domínguez, JJ Fuertes, MA Prada, S Alonso, A Morán
Computer Applications in Engineering Education 22 (3), 375-386, 2014
392014
Power monitoring system for university buildings: Architecture and advanced analysis tools
M Domínguez, JJ Fuertes, S Alonso, MA Prada, A Morán, P Barrientos
Energy and Buildings 59, 152-160, 2013
352013
Internet-based remote supervision of industrial processes using self-organizing maps
M Domínguez, JJ Fuertes, P Reguera, I Díaz, AA Cuadrado
Engineering Applications of Artificial Intelligence 20 (6), 757-765, 2007
332007
Educational data mining for tutoring support in higher education: a web-based tool case study in engineering degrees
MA Prada, M Dominguez, JL Vicario, PAV Alves, M Barbu, M Podpora, ...
IEEE Access 8, 212818-212836, 2020
322020
Maqueta industrial para docencia e investigación
M Domínguez, JJ Fuertes, P Reguera, JJ González, JM Ramón
Revista Iberoamericana de automática e informática industrial 1 (2), 58-63, 2004
312004
Comparison of network intrusion detection performance using feature representation
D Pérez, S Alonso, A Morán, MA Prada, JJ Fuertes, M Domínguez
International conference on engineering applications of neural networks, 463-475, 2019
292019
Entornos de experimentación para la enseñanza de conceptos básicos de modelado y control
JL Guzmán, M Domínguez, M Berenguel, JJ Fuertes, F Rodríguez, ...
Revista Iberoamericana de Automática e Informática Industrial RIAI 7 (1), 10-22, 2010
282010
Environment for education on industry 4.0
JJ Fuertes, MÁ Prada, JR Rodríguez-Ossorio, R González-Herbón, ...
IEEE Access 9, 144395-144405, 2021
262021
Case-based reasoning and system identification for control engineering learning
PR Acevedo, JJF Martinez, MD Gonzalez, RG Valencia
IEEE Transactions on Education 51 (2), 271-281, 2008
252008
Comparative analysis of the security of configuration protocols for industrial control devices
L Martín-Liras, MA Prada, JJ Fuertes, A Morán, S Alonso, M Domínguez
International Journal of Critical Infrastructure Protection 19, 4-15, 2017
222017
A data-driven approach for enhancing the efficiency in chiller plants: A hospital case study
S Alonso, A Morán, MÁ Prada, P Reguera, JJ Fuertes, M Domínguez
Energies 12 (5), 827, 2019
212019
Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques
A Moran, JJ Fuertes, MA Prada, S Alonso, P Barrientos, I Diaz, ...
Engineering Applications of Artificial Intelligence 26 (8), 1872-1880, 2013
212013
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