Fully-convolutional denoising auto-encoders for NILM in large non-residential buildings D Garcia-Perez, D Pérez-López, I Diaz-Blanco, A Gonzalez-Muniz, ... IEEE Transactions on Smart Grid 12 (3), 2722-2731, 2020 | 42 | 2020 |
Health indicator for machine condition monitoring built in the latent space of a deep autoencoder A González-Muñiz, I Diaz, AA Cuadrado, D García-Pérez Reliability Engineering & System Safety 224, 108482, 2022 | 32 | 2022 |
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 | 15 | 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 | 7 | 2021 |
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 | 1 | 2019 |
Energy disaggregation techniques for visualization and improvement of energy efficiency in processes and buildings D García Pérez | | 2021 |
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 |
Interactive dimensionality reduction of large datasets using interpolation I Díaz Blanco, D Pérez López, AA Cuadrado Vega, D García Pérez, ... ESANN 2018 proceedings, European Symposium on Artificial Neural Networks …, 2018 | | 2018 |
Interactive visualization for NILM in large buildings using non-negative matrix factorization D García Pérez, I Díaz Blanco, D Pérez López, AA Cuadrado Vega, ... Energy and Buildings, 176, 2018 | | 2018 |
Visualización web interactiva de la demanda eléctrica en el Hospital de León D García Pérez Visualización web interactiva de la demanda eléctrica en el Hospital de León, 2017 | | 2017 |
Latent variable analysis in hospital electric power demand using non-negative matrix factorization D García Pérez, I Díaz Blanco, D Pérez García, AA Cuadrado Vega, ... ESANN 2017 proceedings, European Symposium on Artificial Neural Networks …, 2017 | | 2017 |
Bancada para análisis inteligente de datos en monitorización de salud estructural D Pérez López, D García Pérez, I Díaz Blanco, AA Cuadrado Vega Actas de las XXXVIII Jornadas de Automática, 2017 | | 2017 |