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ORCIDManuel Domínguez 0002
Manuel Domínguez-González
Person information
- affiliation: University of León, SUPPRESS Research Group, Spain
Other persons with the same name
- Manuel Domínguez-Morales
![[0000-0001-5669-9111]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-5669-9111")
(aka: Manuel Jesus Domínguez-Morales, Manuel Domínguez 0001) — University of Seville, Robotic and Computer Technology Lab, Spain - Manuel Domínguez 0003 — Complutense University of Madrid, Spain
- Manuel Domínguez 0004 — National University of Distance Education (UNED), Design Engineering Area, Madrid, Spain
- Manuel Domínguez Pumar (aka: Manuel Domínguez 0005) — Polytechnic University of Catalonia, Micro and Nano Technologies Group, Barcelona, Spain
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2020 – today
- 2024
[j26]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): 157-172 (2024)- [j25]Raúl González-Herbón, Guzmán González-Mateos, José Ramón Rodríguez-Ossorio, Manuel Domínguez, Serafín Alonso, Juan J. Fuertes-Martínez:
An Approach to Develop Digital Twins in Industry. Sensors 24(3): 998 (2024) - [c33]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: 106-119 - [c32]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: 379-391 - 2023
- [c31]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: 239-250 - [c30]José Ramón Rodríguez-Ossorio, Antonio Morán, Juan José Fuertes, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez:
Adaptive Model for Industrial Systems Using Echo State Networks. EANN 2023: 367-378 - [c29]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: 433-444 - [c28]Diego García-Pérez, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José María Enguita, Ana González-Muñiz, Manuel Domínguez:
Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation. AIAI Workshops 2023: 421-433 - [e2]Ilias Maglogiannis, Lazaros S. Iliadis, John MacIntyre, Manuel Domínguez:
Artificial Intelligence Applications and Innovations - 19th IFIP WG 12.5 International Conference, AIAI 2023, León, Spain, June 14-17, 2023, Proceedings, Part I. IFIP Advances in Information and Communication Technology 675, Springer 2023, ISBN 978-3-031-34110-6 [contents] - [e1]Ilias Maglogiannis, Lazaros S. Iliadis, John MacIntyre, Manuel Domínguez:
Artificial Intelligence Applications and Innovations - 19th IFIP WG 12.5 International Conference, AIAI 2023, León, Spain, June 14-17, 2023, Proceedings, Part II. IFIP Advances in Information and Communication Technology 676, Springer 2023, ISBN 978-3-031-34106-9 [contents] - 2022
- [c27]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: 247-259 - 2021
- [j24]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: 144395-144405 (2021) - [j23]Daniel Pérez, Serafín Alonso, Antonio Morán Álvarez, Miguel A. Prada, Juan J. Fuertes-Martínez, Manuel Domínguez:
Evaluation of feature learning for anomaly detection in network traffic. Evol. Syst. 12(1): 79-90 (2021) - [j22]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): 369-381 (2021) - [j21]Diego García-Pérez, Daniel Pérez-López, Ignacio Díaz Blanco, Ana González-Muñiz, Manuel Domínguez-González, Abel Alberto Cuadrado Vega:
Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings. IEEE Trans. Smart Grid 12(3): 2722-2731 (2021) - 2020
- [j20]Miguel A. Prada, Manuel Domínguez, José López Vicario, Paulo Alexandre Vara Alves, Marian Barbu, Michal Podpora, Umberto Spagnolini, Maria João Varanda Pereira, Ramón Vilanova:
Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees. IEEE Access 8: 212818-212836 (2020) - [j19]Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez:
Estimating cooling production and monitoring efficiency in chillers using a soft sensor. Neural Comput. Appl. 32(23): 17291-17308 (2020) - [j18]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): 3665 (2020) - [c26]Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Miguel A. Prada, Juan J. Fuertes-Martínez, Manuel Domínguez:
Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network. EANN 2020: 155-166
2010 – 2019
- 2019
- [j17]Serafín Alonso, Daniel Pérez, Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez:
A Deep Learning Approach for Fusing Sensor Data from Screw Compressors. Sensors 19(13): 2868 (2019) - [c25]Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Perfecto Reguera, Ignacio Díaz Blanco, Manuel Domínguez:
Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers. EANN 2019: 307-319 - [c24]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: 463-475 - 2018
- [c23]Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Diego García-Pérez, Manuel Domínguez-González:
Interactive dimensionality reduction of large datasets using interpolation. ESANN 2018 - [c22]Manuel Domínguez, Ramón Vilanova, Miguel A. Prada, José López Vicario, Marian Barbu, Maria João Varanda Pereira, Michal Podpora, Umberto Spagnolini, Paulo Alves, Anna Maria Paganoni:
SPEET: Visual Data Analysis of Engineering Students Performance From Academic Data. LASI-SPAIN 2018: 50-61 - 2017
- [j16]Luis Martín-Liras, Miguel A. Prada, Juan J. Fuertes-Martínez, Antonio Morán Álvarez, Serafín Alonso, Manuel Domínguez-González:
Comparative analysis of the security of configuration protocols for industrial control devices. Int. J. Crit. Infrastructure Prot. 19: 4-15 (2017) - [c21]Antonio Morán Álvarez, Serafín Alonso, Miguel A. Prada, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez-González:
Analysis of Parallel Process in HVAC Systems Using Deep Autoencoders. EANN 2017: 15-26 - [c20]Diego García-Pérez, Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Manuel Domínguez-González:
Latent variable analysis in hospital electric power demand using non-negative matrix factorization. ESANN 2017 - 2016
- [j15]Gonzalo Vergara, Juan Ignacio Alonso-Barba, Emilio Soria-Olivas, José A. Gámez, Manuel Domínguez:
Random extreme learning machines to predict electric load in buildings. Prog. Artif. Intell. 5(2): 129-135 (2016) - 2015
- [j14]Miguel A. Prada, Juan J. Fuertes-Martínez, Serafín Alonso Castro, Sergio García de Prado, Manuel Domínguez-González:
Challenges and solutions in remote laboratories. Application to a remote laboratory of an electro-pneumatic classification cell. Comput. Educ. 85: 180-190 (2015) - [j13]Manuel Domínguez-González, Serafín Alonso, Antonio Morán Álvarez, Miguel A. Prada, Juan J. Fuertes-Martínez:
Dimensionality reduction techniques to analyze heating systems in buildings. Inf. Sci. 294: 553-564 (2015) - [c19]Serafín Alonso, Miguel A. Prada, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez-González:
Analysis of Electricity Bill Data using Interactive Dimensionality Reduction. EANN Workshops 2015: 3:1-3:7 - 2014
- [j12]Manuel Domínguez-González, Juan J. Fuertes-Martínez, Miguel A. Prada, Serafín Alonso, Antonio Morán Álvarez:
Remote laboratory of a quadruple tank process for learning in control engineering using different industrial controllers. Comput. Appl. Eng. Educ. 22(3): 375-386 (2014) - 2013
- [j11]Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González:
Visual analysis of a cold rolling process using a dimensionality reduction approach. Eng. Appl. Artif. Intell. 26(8): 1865-1871 (2013) - [j10]Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Ignacio Díaz Blanco, Manuel Domínguez-González:
Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques. Eng. Appl. Artif. Intell. 26(8): 1872-1880 (2013) - [j9]Fernando Mateo, Juan José Carrasco, Abderrahim Sellami, Mónica Millán-Giraldo, Manuel Domínguez, Emilio Soria-Olivas:
Machine learning methods to forecast temperature in buildings. Expert Syst. Appl. 40(4): 1061-1068 (2013) - [j8]Antonio Morán Álvarez, Juan José Fuertes-Martínez, Manuel Domínguez-González, Miguel A. Prada, Serafín Alonso, Pablo Barrientos:
Analysis of electricity bills using visual continuous maps. Neural Comput. Appl. 23(3-4): 645-655 (2013) - [j7]Juan J. Fuertes-Martínez, Manuel Domínguez-González, Ignacio Díaz Blanco, Miguel A. Prada, Antonio Morán Álvarez, Serafín Alonso:
Visualization maps based on SOM to analyze MIMO systems. Neural Comput. Appl. 23(5): 1407-1419 (2013) - [c18]Pablo Barrientos, Carlos J. del Canto, Antonio Morán Álvarez, Serafín Alonso, Miguel A. Prada, Juan J. Fuertes-Martínez, Manuel Domínguez-González:
Analysis of Heating Systems in Buildings Using Self-Organizing Maps. EANN (1) 2013: 370-379 - [c17]Manuel Domínguez-González, Juan José Fuertes-Martínez, Miguel A. Prada, Serafín Alonso Castro, Antonio Morán Álvarez, Pablo Barrientos:
Education on Automatic Control for Professionals through the LRA-ULE Remote Laboratory. ACE 2013: 90-95 - [c16]Miguel A. Prada, Manuel Domínguez-González, Juan J. Fuertes-Martínez, Pablo Barrientos, Carlos Javier Del Canto Masa, Sergio García de Prado:
Remote Laboratory with an Electro-Pneumatic Classication Cell. ACE 2013: 351-356 - 2012
- [j6]Manuel Domínguez-González, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Miguel A. Prada, Serafín Alonso, Antonio Morán Álvarez:
Monitoring industrial processes with SOM-based dissimilarity maps. Expert Syst. Appl. 39(8): 7110-7120 (2012) - [c15]Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González:
Visual Analysis of a Cold Rolling Process Using Data-Based Modeling. EANN 2012: 244-253 - [c14]Antonio Morán Álvarez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Ignacio Díaz Blanco:
Two-Stage Approach for Electricity Consumption Forecasting in Public Buildings. IDA 2012: 219-229 - [c13]Manuel Domínguez-González, Miguel A. Prada, Antonio Morán Álvarez, Serafín Alonso Castro, Pablo Barrientos:
Improving User Interaction in Remote Laboratories through HTML5/AJAX. ACE 2012: 282-287 - [c12]Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez:
MorphingProjections: Interactive Visualization of Electric Power Demand Time Series. EuroVis (Short Papers) 2012 - 2011
- [c11]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Manuel Domínguez-González:
Manifold Learning for Visualization of Vibrational States of a Rotating Machine. ICANN (2) 2011: 285-292 - [c10]Serafín Alonso, Manuel Domínguez-González, Miguel A. Prada, Mika Sulkava, Jaakko Hollmén:
Comparative Analysis of Power Consumption in University Buildings Using envSOM. IDA 2011: 10-21 - [c9]Francisco J. García-Fernández, Ignacio Díaz Blanco, Ignacio Álvarez, Daniel Pérez, Daniel G. Ordonez, Manuel Domínguez-González:
Time-Frequency Analysis of Hot Rolling Using Manifold Learning. EANN/AIAI (1) 2011: 150-155 - [c8]Serafín Alonso, Mika Sulkava, Miguel A. Prada, Manuel Domínguez-González, Jaakko Hollmén:
EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization. WSOM 2011: 61-70 - 2010
- [j5]Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Miguel A. Prada, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega:
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes. Eng. Appl. Artif. Intell. 23(1): 8-17 (2010) - [c7]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Manuel Domínguez-González, Juan J. Fuertes-Martínez, Miguel A. Prada:
Visualization of Changes in Process Dynamics Using Self-Organizing Maps. ICANN (2) 2010: 343-352 - [c6]Miguel A. Prada, Manuel Domínguez-González, Ignacio Díaz Blanco, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Antonio Morán Álvarez, Serafín Alonso:
Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes. ICANN (2) 2010: 392-401
2000 – 2009
- 2009
- [j4]Rafael Pastor Vargas, Edmundo Tovar, Inmaculada Plaza, Manuel Castro, Martín Llamas Nistal, Francisco Arcega, Gabriel Díaz, Francisco Falcone, Francisco Jurado, José Ángel Sánchez, Manuel Domínguez, Francisco Mur, José Carpio:
Los recursos tecnológicos para la teleformación en España: Comparativa e implantación. Rev. Iberoam. de Tecnol. del Aprendiz. 4(1): 27-36 (2009) - [c5]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Miguel A. Prada:
Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps. EANN 2009: 119-130 - [c4]Manuel Domínguez, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Miguel A. Prada, Serafín Alonso, Antonio Morán Álvarez, Fernando Briz, Alberto B. Diez:
Tool for instruction and learning on variable speed drives through the Internet. ECC 2009: 4048-4053 - 2008
- [j3]Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Juan J. Fuertes-Martínez:
A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes. Expert Syst. Appl. 34(4): 2953-2965 (2008) - [j2]Perfecto Reguera-Acevedo, Juan José Fuertes-Martínez, Manuel Domínguez-González, Roberto Garcia Valencia:
Case-Based Reasoning and System Identification for Control Engineering Learning. IEEE Trans. Educ. 51(2): 271-281 (2008) - 2007
- [j1]Manuel Domínguez-González, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega:
Internet-based remote supervision of industrial processes using self-organizing maps. Eng. Appl. Artif. Intell. 20(6): 757-765 (2007) - [c3]Juan J. Fuertes-Martínez, Miguel A. Prada, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega:
Modeling of Dynamics Using Process State Projection on the Self Organizing Map. ICANN (1) 2007: 589-598 - [c2]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo:
Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps. ICANN (1) 2007: 609-617 - 2005
- [c1]Perfecto Reguera, Juan José Fuertes, Manuel Domínguez, Bernardo A. León de la Barra:
Active learning in control education. CDC/ECC 2005: 2721-2726
Coauthor Index
Serafín Alonso Castro
aka: Serafín Alonso
aka: Serafín Alonso
Daniel Pérez 0001
aka: Daniel Pérez-López
aka: Daniel Pérez-López
Miguel Ángel Prada
aka: Miguel A. Prada
aka: Miguel A. Prada
Abel Alberto Cuadrado Vega
aka: Abel A. Cuadrado
aka: Abel A. Cuadrado
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