Fully-convolutional denoising auto-encoders for NILM in large non-residential buildings D Garcia-Perez, D Perez-Lopez, I Diaz-Blanco, A Gonzalez-Muniz, ... IEEE Transactions on Smart Grid 12 (3), 2722-2731, 2020 | 29 | 2020 |
DCNN for condition monitoring and fault detection in rotating machines and its contribution to the understanding of machine nature A González-Muñiz, I Díaz, AA Cuadrado Heliyon 6 (2), e03395, 2020 | 27 | 2020 |
Health indicator for machine condition monitoring built in the latent space of a deep autoencoder A González-Muñiz, I Díaz, AA Cuadrado, D García-Pérez Reliability Engineering & System Safety 224, 108482, 2022 | 15 | 2022 |
Aplicaciones de técnicas de inteligencia artificial basadas en aprendizaje profundo (deep learning) al análisis y mejora de la eficiencia de procesos industriales AG Muñiz Universidad de Oviedo, 2018 | 9* | 2018 |
Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders A González-Muñiz, I Díaz, AA Cuadrado, D García-Pérez, D Pérez Computers and Electrical Engineering 101, 108065, 2022 | 6 | 2022 |
Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets I Díaz, JM Enguita, A González, D García, AA Cuadrado, MD Chiara, ... Bioinformatics 37 (11), 1571-1580, 2021 | 3 | 2021 |
Dataicann: datos de vibración y corriente de un motor de inducción I Díaz Blanco, AA Cuadrado Vega, A González Muñiz, D García Pérez Grupo de Supervisión y Diagnósticos de procesos, 2019 | 1 | 2019 |
Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction I Díaz, JM Enguita, AA Cuadrado, D García, A González, N Valdés, ... IEEE Journal of Biomedical and Health Informatics, 2023 | | 2023 |
Modelado de series temporales mediante echo state networks para aplicaciones de analítica visual I Díaz Blanco, JM Enguita, D García, AA Cuadrado, A González, ... XVII Simposio CEA de Control Inteligente: Reunión anual del grupo de Control …, 2022 | | 2022 |
Interactive visual analytics for medical data: Application to COVID-19 clinical information during the first wave JM Enguita-Gonzalez, D Garcia-Perez, MD Chiara-Romero, ... ESANN 2022 Proceedings, 2022 | | 2022 |
Interactive dual projections for gene expression analysis I Díaz Blanco, JM Enguita-Gonzalez, D Garcia-Perez, A Gonzalez-Muñiz, ... ESANN 2022 Proceedings, 439–444, 2022 | | 2022 |
Convolutional layers with Keras A González Muñiz http://digibuo.uniovi.es/dspace/handle/10651/54208, 2020 | | 2020 |
Diseño de una maqueta de bajo coste para SHM D García Pérez, I Díaz Blanco, A González Muñiz, AA Cuadrado Vega XL Jornadas de Automática, 405-413, 2019 | | 2019 |
Análisis de vibraciones en una estructura utilizando echo state networks I Díaz Blanco, D García Pérez, A González Muñiz, AA Cuadrado Vega XL Jornadas de Automática, 186-191, 2019 | | 2019 |
Traffic Lights Powered with PV Solar Energy A González-Muñiz, Á Longueira-Romero Workrooms Journal 1, 2015 | | 2015 |