ABEL ALBERTO
CUADRADO VEGA
Profesor Titular de Universidad
ANA
GONZALEZ MUÑIZ
Investigadora
Publicacións nas que colabora con ANA GONZALEZ MUÑIZ (14)
2023
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Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation
IFIP Advances in Information and Communication Technology
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Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction
IEEE Journal of Biomedical and Health Informatics, Vol. 27, Núm. 6, pp. 3083-3092
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Visual Analytics Tools for the Study of Complex Problems in Engineering and Biomedicine
IFIP Advances in Information and Communication Technology
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Visualizing Cell Motility Patterns from Time Lapse Videos with Interactive 2D Maps Generated with Deep Autoencoders
IFIP Advances in Information and Communication Technology
2022
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Health indicator for machine condition monitoring built in the latent space of a deep autoencoder
Reliability Engineering and System Safety, Vol. 224
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Interactive dual projections for gene expression analysis
ESANN 2022 proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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Interactive visual analytics for medical data: application to COVID-19 clinical information during the first wave
ESANN 2022 proceedings. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
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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
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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
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Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets
Bioinformatics (Oxford, England), Vol. 37, Núm. 11, pp. 1571-1580
2020
2019
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Análisis de vibraciones en una estructura utilizando echo state networks
XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019
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Diseño de una maqueta de bajo coste para SHM
XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019