default search action
Miguel Ángel Prada
Person information
- affiliation: University of León, Spain
- not to be confused with: Miguel A. Prada-Delgado
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j18]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) - [c25]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
- [c24]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 - [c23]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 - [c22]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
- [c21]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 - 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]Luis Martín-Liras, Adolfo Rodriguez de Soto, Miguel A. Prada:
Feature analysis for data-driven APT-related malware discrimination. Comput. Secur. 104: 102202 (2021) - [j15]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) - [j14]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
- [j13]Miguel A. Prada, Manuel Domínguez, José López Vicario, Paulo Alexandre Vara Alves, Marian Barbu, Michal Podpora, Umberto Spagnolini, Maria João Varanda Pereira, Ramón Vilanova:
Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees. IEEE Access 8: 212818-212836 (2020) - [j12]Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Miguel A. Prada, Ignacio Díaz Blanco, Manuel Domínguez:
Estimating cooling production and monitoring efficiency in chillers using a soft sensor. Neural Comput. Appl. 32(23): 17291-17308 (2020) - [j11]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) - [c20]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
2010 – 2019
- 2019
- [c19]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 - 2018
- [c18]Manuel Domínguez, Ramón Vilanova, Miguel A. Prada, José López Vicario, Marian Barbu, Maria João Varanda Pereira, Michal Podpora, Umberto Spagnolini, Paulo Alves, Anna Maria Paganoni:
SPEET: Visual Data Analysis of Engineering Students Performance From Academic Data. LASI-SPAIN 2018: 50-61 - 2017
- [j10]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) - [c17]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
- [j9]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) - [j8]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) - [c16]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 - 2014
- [j7]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
- [j6]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) - [j5]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) - [j4]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) - [c15]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 - [c14]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 - [c13]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
- [j3]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) - [j2]Miguel A. Prada, Janne Toivola, Jyrki Kullaa, Jaakko Hollmén:
Three-way analysis of structural health monitoring data. Neurocomputing 80: 119-128 (2012) - [c12]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 - [c11]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 - [c10]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: 282-287 - [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 - 2011
- [c8]Serafín Alonso, Manuel Domínguez-González, Miguel A. Prada, Mika Sulkava, Jaakko Hollmén:
Comparative Analysis of Power Consumption in University Buildings Using envSOM. IDA 2011: 10-21 - [c7]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: 61-70 - 2010
- [j1]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) - [c6]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 - [c5]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 - [c4]Janne Toivola, Miguel A. Prada, Jaakko Hollmén:
Novelty Detection in Projected Spaces for Structural Health Monitoring. IDA 2010: 208-219
2000 – 2009
- 2009
- [c3]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 - [c2]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
- [c1]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
Coauthor Index
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 2024-07-20 21:19 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint