Manuel Domínguez
Orcid: 0000-0002-3921-1599Affiliations:
- University of León, SUPPRESS Research Group, Spain
According to our database1,
Manuel Domínguez
authored at least 64 papers
between 2005 and 2025.
Collaborative distances:
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Bibliography
2025
Assessment and deployment of a LSTM-based virtual sensor in an industrial process control loop.
Neural Comput. Appl., June, 2025
Neural Comput. Appl., June, 2025
Evol. Syst., February, 2025
Proceedings of the Engineering Applications of Neural Networks, 2025
Proceedings of the Engineering Applications of Neural Networks, 2025
2024
Gap imputation in related multivariate time series through recurrent neural network-based denoising autoencoder.
Integr. Comput. Aided Eng., 2024
Proceedings of the Engineering Applications of Neural Networks, 2024
Proceedings of the Engineering Applications of Neural Networks, 2024
2023
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023
Proceedings of the Engineering Applications of Neural Networks, 2023
Proceedings of the Engineering Applications of Neural Networks, 2023
Proceedings of the Engineering Applications of Neural Networks, 2023
2022
Proceedings of the Engineering Applications of Neural Networks, 2022
2021
Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings.
IEEE Trans. Smart Grid, 2021
Integr. Comput. Aided Eng., 2021
Evol. Syst., 2021
2020
Sensors, 2020
Estimating cooling production and monitoring efficiency in chillers using a soft sensor.
Neural Comput. Appl., 2020
Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees.
IEEE Access, 2020
Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network.
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
2019
Sensors, 2019
Proceedings of the Engineering Applications of Neural Networks, 2019
Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers.
Proceedings of the Engineering Applications of Neural Networks, 2019
2018
Proceedings of the Learning Analytics Summer Institute Spain 2018, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
Comparative analysis of the security of configuration protocols for industrial control devices.
Int. J. Crit. Infrastructure Prot., 2017
Latent variable analysis in hospital electric power demand using non-negative matrix factorization.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the Engineering Applications of Neural Networks, 2017
2016
Prog. Artif. Intell., 2016
2015
Inf. Sci., 2015
Challenges and solutions in remote laboratories. Application to a remote laboratory of an electro-pneumatic classification cell.
Comput. Educ., 2015
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015
2014
Remote laboratory of a quadruple tank process for learning in control engineering using different industrial controllers.
Comput. Appl. Eng. Educ., 2014
2013
Neural Comput. Appl., 2013
Expert Syst. Appl., 2013
Eng. Appl. Artif. Intell., 2013
Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques.
Eng. Appl. Artif. Intell., 2013
Proceedings of the 10th IFAC Symposium on Advances in Control Education, 2013
Education on Automatic Control for Professionals through the LRA-ULE Remote Laboratory.
Proceedings of the 10th IFAC Symposium on Advances in Control Education, 2013
Proceedings of the Engineering Applications of Neural Networks, 2013
2012
Expert Syst. Appl., 2012
Proceedings of the 14th Eurographics Conference on Visualization, 2012
Proceedings of the 9th IFAC Symposium Advances in Control Education, 2012
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
Proceedings of the Engineering Applications of Neural Networks, 2012
2011
EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization.
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011
Proceedings of the Engineering Applications of Neural Networks, 2011
Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
2010
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes.
Eng. Appl. Artif. Intell., 2010
Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes.
Proceedings of the Artificial Neural Networks, 2010
Proceedings of the Artificial Neural Networks, 2010
2009
Los recursos tecnológicos para la teleformación en España: Comparativa e implantación.
Rev. Iberoam. de Tecnol. del Aprendiz., 2009
Proceedings of the 10th European Control Conference, 2009
Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps.
Proceedings of the Engineering Applications of Neural Networks, 2009
2008
IEEE Trans. Educ., 2008
A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes.
Expert Syst. Appl., 2008
2007
Internet-based remote supervision of industrial processes using self-organizing maps.
Eng. Appl. Artif. Intell., 2007
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the Artificial Neural Networks, 2007
2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005