Miguel A. Prada

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 17

Top Topics

Dimensionality Reduction

Fisher Classifier

Industrial Process

Visual Analysis

Top Venues

Integr. Comput. Aided Eng.

Publications

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) (2024)
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)
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)
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)
José Ramón Rodríguez-Ossorio, Antonio Morán, Juan José Fuertes, Miguel A. Prada, Ignacio Díaz, Manuel Domínguez
Adaptive Model for Industrial Systems Using Echo State Networks. EANN (2023)
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)
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 José Fuertes, Manuel Domínguez
Virtual sensor for probabilistic estimation of the evaporation in cooling towers. Integr. Comput. Aided Eng. 28 (4) (2021)
Luis Martín-Liras, Adolfo Rodriguez de Soto, Miguel A. Prada
Feature analysis for data-driven APT-related malware discrimination. Comput. Secur. 104 (2021)
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) (2020)
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) (2020)
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)
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 (2020)
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)
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)
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)
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)
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)
Miguel A. Prada, Janne Toivola, Jyrki Kullaa, Jaakko Hollmén
Three-way analysis of structural health monitoring data. Neurocomputing 80 (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)
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)
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)
Janne Toivola, Miguel A. Prada, Jaakko Hollmén
Novelty Detection in Projected Spaces for Structural Health Monitoring. IDA (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)
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)