Manuel Domínguez-González

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 5

Top Topics

Visual Analysis

Dimensionality Reduction

Interactive Visual

Remote Laboratories

Top Venues

Eng. Appl. Artif. Intell.

Publications

Diego Garcia-Perez, 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) (2021)
Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Diego Garcia-Perez, Manuel Domínguez-González
Interactive dimensionality reduction of large datasets using interpolation. ESANN (2018)
Diego García, 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)
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 (2017)
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)
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)
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 (2015)
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 (2015)
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) (2014)
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) (2013)
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)
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)
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) (2013)
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) (2013)
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)
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) (2013)
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)
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)
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)
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)
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) (2012)
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)
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)
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)
Serafín Alonso, Manuel Domínguez-González, Miguel A. Prada, Mika Sulkava, Jaakko Hollmén
Comparative Analysis of Power Consumption in University Buildings Using envSOM. IDA (2011)
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)
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)
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) (2010)
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)
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) (2008)
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) (2008)
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)
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) (2007)
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)