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ORCIDManuel Domínguez 0002
- > Home > Persons > Manuel Domínguez 0002
Publications
- 2025
[j28]Diego García-Pérez
, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José M. Enguita, Manuel Domínguez:
Conditioned fully convolutional denoising autoencoder for multi-target NILM. Neural Comput. Appl. 37(17): 10491-10505 (2025)- 2023
- [c28]Diego García-Pérez, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José María Enguita, Ana González-Muñiz, Manuel Domínguez:
Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation. AIAI (Workshops) 2023: 421-433 - 2021
- [j21]Diego García-Pérez, Daniel Pérez-López, Ignacio Díaz Blanco, Ana González-Muñiz, Manuel Domínguez-González, Abel Alberto Cuadrado Vega:
Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings. IEEE Trans. Smart Grid 12(3): 2722-2731 (2021) - 2018
- [c23]Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Diego García-Pérez, Manuel Domínguez-González:
Interactive dimensionality reduction of large datasets using interpolation. ESANN 2018 - 2017
- [c20]Diego García-Pérez, Ignacio Díaz Blanco, Daniel Pérez, Abel Alberto Cuadrado Vega, Manuel Domínguez-González:
Latent variable analysis in hospital electric power demand using non-negative matrix factorization. ESANN 2017 - 2013
- [j11]Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González:
Visual analysis of a cold rolling process using a dimensionality reduction approach. Eng. Appl. Artif. Intell. 26(8): 1865-1871 (2013) - 2012
- [c15]Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel G. Ordonez, Alberto B. Diez, Manuel Domínguez-González:
Visual Analysis of a Cold Rolling Process Using Data-Based Modeling. EANN 2012: 244-253 - [c12]Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez:
MorphingProjections: Interactive Visualization of Electric Power Demand Time Series. EuroVis (Short Papers) 2012 - 2011
- [c11]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Manuel Domínguez-González:
Manifold Learning for Visualization of Vibrational States of a Rotating Machine. ICANN (2) 2011: 285-292 - 2010
- [j5]Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Miguel A. Prada, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega:
Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes. Eng. Appl. Artif. Intell. 23(1): 8-17 (2010) - [c7]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Manuel Domínguez-González, Juan J. Fuertes-Martínez, Miguel A. Prada:
Visualization of Changes in Process Dynamics Using Self-Organizing Maps. ICANN (2) 2010: 343-352 - 2009
- [c5]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Miguel A. Prada:
Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps. EANN 2009: 119-130 - 2008
- [j3]Ignacio Díaz Blanco, Manuel Domínguez-González, Abel Alberto Cuadrado Vega, Juan J. Fuertes-Martínez:
A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes. Expert Syst. Appl. 34(4): 2953-2965 (2008) - 2007
- [j1]Manuel Domínguez-González, Juan J. Fuertes-Martínez, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega:
Internet-based remote supervision of industrial processes using self-organizing maps. Eng. Appl. Artif. Intell. 20(6): 757-765 (2007) - [c3]Juan J. Fuertes-Martínez, Miguel A. Prada, Manuel Domínguez-González, Perfecto Reguera-Acevedo, Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega:
Modeling of Dynamics Using Process State Projection on the Self Organizing Map. ICANN (1) 2007: 589-598 - [c2]Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Perfecto Reguera-Acevedo:
Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps. ICANN (1) 2007: 609-617
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