Manuel Domínguez-González

34 papers B 4C 7Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2021 J jnl
Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings.
IEEE Trans. Smart Grid
Diego García-Pérez, Daniel Pérez-López, Ignacio Díaz Blanco, Ana González-Muñiz, Manuel Domínguez-González, Abel Alberto Cuadrado Vega
2018 B conf
Interactive dimensionality reduction of large datasets using interpolation.
ESANN
Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Diego García-Pérez, Manuel Domínguez-González
2017 C conf
Analysis of Parallel Process in HVAC Systems Using Deep Autoencoders.
EANN
Antonio Morán Álvarez, Serafín Alonso, Miguel A. Prada, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez-González
2017 J jnl
Comparative analysis of the security of configuration protocols for industrial control devices.
Int. J. Crit. Infrastructure Prot.
Luis Martín-Liras, Miguel A. Prada, Juan J. Fuertes-Martínez, Antonio Morán Álvarez, Serafín Alonso, Manuel Domínguez-González
2017 B conf
Latent variable analysis in hospital electric power demand using non-negative matrix factorization.
ESANN
Diego García-Pérez, Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Manuel Domínguez-González
2015 — conf
Analysis of Electricity Bill Data using Interactive Dimensionality Reduction.
EANN Workshops
Serafín Alonso, Miguel A. Prada, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez-González
2015 J jnl
Challenges and solutions in remote laboratories. Application to a remote laboratory of an electro-pneumatic classification cell.
Comput. Educ.
Miguel A. Prada, Juan J. Fuertes-Martínez, Serafín Alonso Castro, Sergio García de Prado, Manuel Domínguez-González
2015 J jnl
Dimensionality reduction techniques to analyze heating systems in buildings.
Inf. Sci.
Manuel Domínguez-González, Serafín Alonso, Antonio Morán Álvarez, Miguel A. Prada, Juan J. Fuertes-Martínez
2014 J jnl
Remote laboratory of a quadruple tank process for learning in control engineering using different industrial controllers.
Comput. Appl. Eng. Educ.
Manuel Domínguez-González, Juan J. Fuertes-Martínez, Miguel A. Prada, Serafín Alonso, Antonio Morán Álvarez
2013 — conf
Analysis of Heating Systems in Buildings Using Self-Organizing Maps.
EANN (1)
Pablo Barrientos, Carlos J. del Canto, Antonio Morán Álvarez, Serafín Alonso, Miguel A. Prada, Juan J. Fuertes-Martínez, Manuel Domínguez-González
2013 J jnl
Analysis of electricity bills using visual continuous maps.
Neural Comput. Appl.
Antonio Morán Álvarez, Juan José Fuertes-Martínez, Manuel Domínguez-González, Miguel A. Prada, Serafín Alonso, Pablo Barrientos
2013 J jnl
Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques.
Eng. Appl. Artif. Intell.
Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Ignacio Díaz Blanco, Manuel Domínguez-González
2013 C conf
Education on Automatic Control for Professionals through the LRA-ULE Remote Laboratory.
ACE
Manuel Domínguez-González, Juan José Fuertes-Martínez, Miguel A. Prada, Serafín Alonso Castro, Antonio Morán Álvarez, Pablo Barrientos
2013 C conf
Remote Laboratory with an Electro-Pneumatic Classication Cell.
ACE
Miguel A. Prada, Manuel Domínguez-González, Juan J. Fuertes-Martínez, Pablo Barrientos, Carlos Javier Del Canto Masa, Sergio García de Prado
2013 J jnl
Visual analysis of a cold rolling process using a dimensionality reduction approach.
Eng. Appl. Artif. Intell.
Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González
2013 J jnl
Visualization maps based on SOM to analyze MIMO systems.
Neural Comput. Appl.
Juan J. Fuertes-Martínez, Manuel Domínguez-González, Ignacio Díaz Blanco, Miguel A. Prada, Antonio Morán Álvarez, Serafín Alonso
2012 C conf
Improving User Interaction in Remote Laboratories through HTML5/AJAX.
ACE
Manuel Domínguez-González, Miguel A. Prada, Antonio Morán Álvarez, Serafín Alonso Castro, Pablo Barrientos
2012 J jnl
Monitoring industrial processes with SOM-based dissimilarity maps.
Expert Syst. Appl.
Manuel Domínguez-González, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Miguel A. Prada, Serafín Alonso, Antonio Morán Álvarez
2012 — conf
MorphingProjections: Interactive Visualization of Electric Power Demand Time Series.
EuroVis (Short Papers)
Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez
2012 B conf
Two-Stage Approach for Electricity Consumption Forecasting in Public Buildings.
IDA
Antonio Morán Álvarez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Ignacio Díaz Blanco
2012 C conf
Visual Analysis of a Cold Rolling Process Using Data-Based Modeling.
EANN
Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González
2011 B conf
Comparative Analysis of Power Consumption in University Buildings Using envSOM.
IDA
Serafín Alonso, Manuel Domínguez-González, Miguel A. Prada, Mika Sulkava, Jaakko Hollmén
2011 — conf
EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization.
WSOM
Serafín Alonso, Mika Sulkava, Miguel A. Prada, Manuel Domínguez-González, Jaakko Hollmén
2011 — conf
Manifold Learning for Visualization of Vibrational States of a Rotating Machine.
ICANN (2)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Manuel Domínguez-González
2011 C conf
Time-Frequency Analysis of Hot Rolling Using Manifold Learning.
EANN
Francisco J. García-Fernández, Ignacio Díaz Blanco, Ignacio Álvarez, Daniel Pérez, Daniel G. Ordonez, Manuel Domínguez-González
2010 — conf
Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes.
ICANN (2)
Miguel A. Prada, Manuel Domínguez-González, Ignacio Díaz Blanco, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Antonio Morán Álvarez, Serafín Alonso
2010 J jnl
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes.
Eng. Appl. Artif. Intell.
Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Miguel A. Prada, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega
2010 — conf
Visualization of Changes in Process Dynamics Using Self-Organizing Maps.
ICANN (2)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Manuel Domínguez-González, Juan J. Fuertes-Martínez, Miguel A. Prada
2009 C conf
Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps.
EANN
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Miguel A. Prada
2008 J jnl
A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes.
Expert Syst. Appl.
Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Juan J. Fuertes-Martínez
2008 J jnl
Case-Based Reasoning and System Identification for Control Engineering Learning.
IEEE Trans. Educ.
Perfecto Reguera-Acevedo, Juan José Fuertes-Martínez, Manuel Domínguez-González, Roberto Garcia Valencia
2007 J jnl
Internet-based remote supervision of industrial processes using self-organizing maps.
Eng. Appl. Artif. Intell.
Manuel Domínguez-González, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega
2007 — conf
Modeling of Dynamics Using Process State Projection on the Self Organizing Map.
ICANN (1)
Juan J. Fuertes-Martínez, Miguel A. Prada, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega
2007 — conf
Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps.
ICANN (1)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo