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Ignacio Díaz Blanco
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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
2122017
Residual generation and visualization for understanding novel process conditions
I Diaz, J Hollmen
Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002
582002
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
482008
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
422010
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
342007
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
262020
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
242013
Fully-convolutional denoising auto-encoders for NILM in large non-residential buildings
D Garcia-Perez, D Pérez-López, I Diaz-Blanco, A González-Muñiz, ...
IEEE Transactions on Smart Grid 12 (3), 2722-2731, 2020
202020
Complex process visualization through continuous feature maps using radial basis functions
I Díaz, A Diez, AAC Vega
International Conference on Artificial Neural Networks, 443-449, 2001
192001
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
162018
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
16*2001
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
152013
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
15*2002
Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques
A Moran, JJ Fuertes, MA Prada, S Alonso, P Barrientos, I Díaz, ...
Engineering Applications of Artificial Intelligence 26 (8), 1872-1880, 2013
142013
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
132018
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
132015
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
13*2011
Visual data mining and monitoring in steel processes
AA Cuadrado, I Díaz, AB Diez, F Obeso, JA Gonzalez
Conference Record of the 2002 IEEE Industry Applications Conference. 37th …, 2002
132002
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
122017
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
12*2014
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Articles 1–20