default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDJuan J. Fuertes-Martínez
Person information
- affiliation: University of León, Spain
Other persons with the same name
- Juan José Fuertes 0002 — University of Valencia, Spain
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2026
[j24]José Ramón Rodríguez-Ossorio
, Claudio Gallicchio, Antonio Morán, Ignacio Díaz Blanco, Juan José Fuertes, Manuel Domínguez:
Embedded deep reservoir computing for modelling complex industrial systems. Integr. Comput. Aided Eng. 33(1): 55-71 (2026)- [j23]Guzmán González-Mateos, Antonio Morán, Miguel A. Prada, Juan José Fuertes, Serafín Alonso, Manuel Domínguez:
A comprehensive study of incremental input-to-state stability in echo state networks: Hyperparameter influence and stability promotion in reduced models. Neurocomputing 680: 133319 (2026) - 2025
- [j22]José Ramón Rodríguez-Ossorio, Antonio Morán, Juan J. Fuertes-Martínez, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez:
Adaptive model based on ESN for anomaly detection in industrial systems. Evol. Syst. 16(1): 25 (2025) - [j21]Raúl González-Herbón, Guzmán González-Mateos, José Ramón Rodríguez-Ossorio, Miguel A. Prada, Antonio Morán, Serafín Alonso, Juan José Fuertes, Manuel Domínguez:
Assessment and deployment of a LSTM-based virtual sensor in an industrial process control loop. Neural Comput. Appl. 37(17): 10507-10519 (2025) - 2024
- [j20]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) - [j19]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) - 2023
- [j18]Juan José Fuertes, Raúl González-Herbón, José Ramón Rodríguez-Ossorio, Guzmán González-Mateos, Serafín Alonso, Antonio Morán:
Guidelines to develop demonstration models on industry 4.0 for engineering training. Int. J. Comput. Integr. Manuf. 36(10): 1465-1481 (2023) - 2021
- [j17]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) - [j16]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) - [j15]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) - 2020
- [j14]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) - 2019
- [j13]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) - 2017
- [j12]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) - 2015
- [j11]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) - [j10]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) - 2014
- [j9]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
- [j8]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) - [j7]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) - [j6]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) - 2012
- [j5]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) - 2010
- [j4]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) - 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)
Conference and Workshop Papers
- 2025
- [c26]Raúl González-Herbón, Serafín Alonso, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez, Juan José Fuertes:
ESN Architectures for Industrial Process Modelling to Develop Digital Twins. EANN (2) 2025: 81-93 - [c25]José Ramón Rodríguez-Ossorio, Antonio Morán, Juan José Fuertes, Claudio Gallicchio, Lidia Roca, Manuel Domínguez:
ESN with Delayed Inputs to Model Industrial Processes. EANN (1) 2025: 141-153 - 2024
- [c24]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 - [c23]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
- [c22]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 - [c21]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 - [c20]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 - 2022
- [c19]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 - 2020
- [c18]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 - 2019
- [c17]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 - 2017
- [c16]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 - 2015
- [c15]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 - 2013
- [c14]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 - [c13]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 - [c12]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
- [c11]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: 152-161 - [c10]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 - [c9]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: 288-293 - [c8]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 - 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 - 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 - 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
aka: Serafín Alonso
aka: Manuel Domínguez-González
aka: Miguel A. Prada
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-04-09 00:29 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
