Juan J. Fuertes-Martínez

29 papers B 1C 6Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive model based on ESN for anomaly detection in industrial systems.
Evol. Syst.
José Ramón Rodríguez-Ossorio, Antonio Morán, Juan J. Fuertes-Martínez, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez
2024 J jnl
An Approach to Develop Digital Twins in Industry.
Sensors
Raúl González-Herbón, Guzmán González-Mateos, José Ramón Rodríguez-Ossorio, Manuel Domínguez, Serafín Alonso, Juan J. Fuertes-Martínez
2021 J jnl
Evaluation of feature learning for anomaly detection in network traffic.
Evol. Syst.
Daniel Pérez, Serafín Alonso, Antonio Morán Álvarez, Miguel A. Prada, Juan J. Fuertes-Martínez, Manuel Domínguez
2020 C conf
Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network.
EANN
Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Miguel A. Prada, Juan J. Fuertes-Martínez, Manuel Domínguez
2019 J jnl
A Deep Learning Approach for Fusing Sensor Data from Screw Compressors.
Sensors
Serafín Alonso, Daniel Pérez, Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Ignacio Díaz Blanco, Manuel Domínguez
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
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 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
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
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
Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques.
EANN
Antonio Morán Álvarez, Juan J. Fuertes-Martínez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Ignacio Díaz Blanco
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
Virtual and Remote Laboratory of a DC Motor.
ACE
Juan J. Fuertes-Martínez, Serafín Alonso Castro, Antonio Morán Álvarez, Miguel A. Prada, Sergio García de Prado, Carlos Javier Del Canto Masa
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 — conf
Tool for instruction and learning on variable speed drives through the Internet.
ECC
Manuel Domínguez, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Miguel A. Prada, Serafín Alonso, Antonio Morán Álvarez, Fernando Briz, Alberto B. Diez
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
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