Ignacio Díaz Blanco
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Citado por
The state of the art in integrating machine learning into visual analytics
A Endert, W Ribarsky, C Turkay, BLW Wong, I Nabney, ID Blanco, F Rossi
Computer Graphics Forum 36 (8), 458-486, 2017
Residual generation and visualization for understanding novel process conditions
I Diaz, J Hollmen
Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002
A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes
I Díaz, M Domínguez, AA Cuadrado, JJ Fuertes
Expert Systems with Applications 34 (4), 2953-2965, 2008
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes
JJ Fuertes, M Domínguez, P Reguera, MA Prada, I Díaz, AA Cuadrado
Engineering Applications of Artificial Intelligence 23 (1), 8-17, 2010
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
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), 2020
Internet-based remote supervision of industrial processes using self-organizing maps
M Domínguez, JJ Fuertes, P Reguera, I Díaz, AA Cuadrado
Engineering Applications of Artificial Intelligence 20 (6), 757-765, 2007
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
Stability comparison of dimensionality reduction techniques attending to data and parameter variations
FJ García Fernández, M Verleysen, JA Lee, I Díaz Blanco
Eurographics Conference on Visualization (EuroVis)(2013), 2013
Complex process visualization through continuous feature maps using radial basis functions
I Díaz, A Diez, AAC Vega
Artificial Neural Networks—ICANN 2001: International Conference Vienna …, 2001
Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques
A Moran, JJ Fuertes, MA Prada, S Alonso, P Barrientos, I Diaz, ...
Engineering Applications of Artificial Intelligence 26 (8), 1872-1880, 2013
Interactive visualization for NILM in large buildings using non-negative matrix factorization
D García, I Díaz, D Pérez, AA Cuadrado, M Domínguez, A Morán
Energy and Buildings 176, 95-108, 2018
Interactive feature space extension for multidimensional data projection
D Pérez, L Zhang, M Schaefer, T Schreck, D Keim, I Díaz
Neurocomputing 150, 611-626, 2015
Fuzzy inference maps for condition monitoring with self-organising maps
AA Cuadrado, I Díaz, AB Díez, F Obeso, JA González
International conference in fuzzy logic and technology, 55-58, 2001
Interactive dimensionality reduction for visual analytics
I Diaz, AA Cuadrado, D Pérez, FJ Garcia, M Verleysen
2014 European Symposium on Artificial Neural Networks, Computational …, 2014
Visual analysis of a cold rolling process using a dimensionality reduction approach
D Perez, FJ García-Fernández, I Diaz, AA Cuadrado, DG Ordonez, ...
Engineering Applications of Artificial Intelligence 26 (8), 1865-1871, 2013
Interactive data visualization of chatter conditions in a cold rolling mill
D Pérez, I Díaz, AA Cuadrado, JL Rendueles, D García
Computers in Industry 103, 86-96, 2018
Energy analytics in public buildings using interactive histograms
ID Blanco, AAC Vega, DP López, MD González, SA Castro, ...
Energy and Buildings 134, 94-104, 2017
Analysis of Electric Power Consumption Using Self-Organizing Maps
M Dominguez Gonzalez, JJ Fuertes, I Diaz Blanco, AA Cuadrado, ...
World Congress 18 (1), 12213-12218, 2011
Correlation visualization of high dimensional data using topographic maps
I Diaz, A cuadrado Vega, A Diez González
Artificial Neural Networks—ICANN 2002, 134-134, 2002
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