Abel A.
Cuadrado Vega
Publicaciones en las que colabora con Abel A. Cuadrado Vega (24)
2023
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Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation
IFIP Advances in Information and Communication Technology
2021
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Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings
IEEE Transactions on Smart Grid, Vol. 12, Núm. 3, pp. 2722-2731
2018
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Interactive dimensionality reduction of large datasets using interpolation
ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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Interactive visualization for NILM in large buildings using non-negative matrix factorization
Energy and Buildings, Vol. 176, pp. 95-108
2017
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Energy analytics in public buildings using interactive histograms
Energy and Buildings, Vol. 134, pp. 94-104
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Latent variable analysis in hospital electric power demand using non-negative matrix factorization
ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
2014
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Power-consumption analysis through web-based visual data exploration
IFAC Proceedings Volumes (IFAC-PapersOnline)
2013
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Visual analysis of a cold rolling process using a dimensionality reduction approach
Engineering Applications of Artificial Intelligence, Vol. 26, Núm. 8, pp. 1865-1871
2012
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MorphingProjections: Interactive Visualization of Electric Power Demand Time Series
Eurographics Conference on Visualization (EuroVis)
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Supervision of industrial processes using self organizing maps
Intelligent Data Analysis for Real-Life Applications: Theory and Practice (IGI Global), pp. 206-227
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Visual Analysis of a Cold Rolling Process Using Data-Based Modeling
Communications in Computer and Information Science
2011
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Analysis of electric power consumption using self-organizing maps
IFAC Proceedings Volumes (IFAC-PapersOnline)
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Control maps: Visualization of local robustness properties for control system design
IFAC Proceedings Volumes (IFAC-PapersOnline)
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Manifold learning for visualization of vibrational states of a rotating machine
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010
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Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes
Engineering Applications of Artificial Intelligence, Vol. 23, Núm. 1, pp. 8-17
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Visualization of changes in process dynamics using self-organizing maps
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009
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Visualization of MIMO process dynamics using local dynamic modelling with self organizing maps
Communications in Computer and Information Science
2008
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A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes
Expert Systems with Applications, Vol. 34, Núm. 4, pp. 2953-2965
2007
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Internet-based remote supervision of industrial processes using self-organizing maps
Engineering Applications of Artificial Intelligence, Vol. 20, Núm. 6, pp. 757-765
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Modeling of dynamics using process state projection on the self organizing map
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)