Serafín Alonso

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 17

Top Topics

Intrusion Detection

Dimensionality Reduction

Industrial Process

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)
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)
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)
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) (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)
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)
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)
Serafín Alonso, Antonio Morán Álvarez, Daniel Pérez, Perfecto Reguera, Ignacio Díaz Blanco, Manuel Domínguez
Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers. EANN (2019)
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)
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)
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)
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)
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)
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)
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)
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)
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)