IGNACIO
DIAZ BLANCO
Profesor Titular de Universidad
Universidad de León
León, EspañaPublicaciones en colaboración con investigadores/as de Universidad de León (39)
2023
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Adaptive Model for Industrial Systems Using Echo State Networks
Communications in Computer and Information Science
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Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation
IFIP Advances in Information and Communication Technology
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Principal Component Modes of Reservoir Dynamics in Reservoir Computing
IFIP Advances in Information and Communication Technology
2022
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Modelado de series temporales mediante echo state networks para aplicaciones de analítica visual
Simposio CEA de Control Inteligente (17. 2022. León): Libro de actas (Comité Español de Automática), pp. 42-47
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Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders
Computers and Electrical Engineering, Vol. 101
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
2020
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Estimating cooling production and monitoring efficiency in chillers using a soft sensor
Neural Computing and Applications, Vol. 32, Núm. 23, pp. 17291-17308
2019
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A deep learning approach for fusing sensor data from screw compressors
Sensors (Switzerland), Vol. 19, Núm. 13
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Desarrollo de laboratorio remoto de investigación mediante la utilización de tecnologías industriales multiconectadas
XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019
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Virtual sensor based on a deep learning approach for estimating efficiency in chillers
Communications in Computer and Information Science
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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Analysis of parallel process in hvac systems using deep autoencoders
Communications in Computer and Information Science
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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
2015
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Analysis of Electricity Bill Data using Interactive Dimensionality Reduction
ACM International Conference Proceeding Series
2014
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Power-consumption analysis through web-based visual data exploration
IFAC Proceedings Volumes (IFAC-PapersOnline)
2013
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Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques
Engineering Applications of Artificial Intelligence, Vol. 26, Núm. 8, pp. 1872-1880
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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
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Visualization maps based on SOM to analyze MIMO systems
Neural Computing and Applications, Vol. 23, Núm. 5, pp. 1407-1419