Juan J. Fuertes-Martínez

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 6

Top Topics

Comparative Analysis

Dimensionality Reduction

Remote Laboratories

Top Venues

Comput. Appl. Eng. Educ.

Publications

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) (2024)
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) (2021)
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)
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) (2019)
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)
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)
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)
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)
Juan J. Fuertes-Martínez, Serafín Alonso Castro, Antonio Morán Álvarez, Miguel A. Prada, Sergio García de Prado, Carlos Javier Del Canto Masa
Virtual and Remote Laboratory of a DC Motor. ACE (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)
Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Ignacio Díaz Blanco
Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques. EANN (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 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)
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)
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)
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)