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The An extension of the SOM projection, can be obtained by defining an extra set of |

- Ignacio Díaz, Manuel Domínguez, Abel A. Cuadrado, and Juan J. Fuertes, "A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes".
*Expert Systems With Applications*. 34(4): 2953-2965. May, 2008

- Daniel Perez, Francisco J. García-Fernandez, Ignacio Díaz, Abel A. Cuadrado, Daniel G. Ordoñez, Alberto B. Diez, and Manuel Domínguez., "Visual analysis of a cold rolling process using a dimensionality reduction approach".
*Engineering Applications of Artificial Intelligence*. 26(8): 1865-1871. Sep, 2013 - Juan J. Fuertes, Manuel Domínguez, Ignacio Díaz, Miguel A. Prada, Serafín Alonso, and Antonio Morán, "Visualization Maps based on SOM to analyze MIMO systems.".
*Neural Computing and Applications*. 23(5): 1407-1419. Oct, 2013 - Daniel Perez, Francisco J. García-Fernandez, Ignacio Díaz, Abel A. Cuadrado, Daniel G. Ordoñez, Alberto B. Diez, and Manuel Domínguez. "Visual analysis of a cold rolling process using data-based modelling". In Engineering Applications of Neural Networks, vol.311 of
*Communications in Computer and Information Science (CCIS)*. pp. 244-253, 2012 - Ignacio Díaz, Abel A. Cuadrado, Alberto B. Diez, and Manuel Domínguez "Manifold Learning for Visualization of Vibrational States of a Rotating Machine". In ICANN 2011, vol.6792 of
*Lecture Notes in Computer Science (LNCS)*. pp. 285-292. June, 2011 - Ignacio Díaz, Antonio Robles, Abel A. Cuadrado, Alberto B. Diez, Manuel Domínguez, and Juan J. Fuertes "Control Maps: Visualization of Local Robustness Properties for Control System Design". In Proceedings of the 18th IFAC world congress, Milano (Italy). pp. 5831-5836. Aug, 2011
- I. Díaz, A. Cuadrado, A. Diez, M. Domínguez, J. Fuertes, and Miguel A. Prada "Visualization of Changes in Process Dynamics Using Self-Organizing Maps". In ICANN 2010, vol.6353 of
*Lecture Notes in Computer Science (LNCS)*. pp. 343-352, 2010 - Ignacio Díaz, Abel A. Cuadrado, Alberto B. Diez, Juan J. Fuertes, Manuel Domínguez, and Miguel A. Prada "Visualization of MIMO Process dynamics using Local Dynamic Modelling with Self Organizing Maps". In Engineering Applications of Neural Networks, vol.43 of
*Communications in Computer and Information Science (CCIS)*, London (UK). pp. 119-130. Aug, 2009 - Ignacio Díaz, Manuel Domínguez, Abel A. Cuadrado, and Juan J. Fuertes, "A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes".
*Expert Systems With Applications*. 34(4): 2953-2965. May, 2008 - Ignacio Díaz, Abel A. Cuadrado, Alberto B. Diez, Juan J. Fuertes, Manuel Domínguez, and Perfecto Reguera "Visualization of Dynamics using Local Dynamic Modelling with Self Organizing Maps". In ICANN 2007, vol.4668 of
*Lecture Notes in Computer Science (LNCS)*. pp. 609-617. August, 2007. - Jose C. Principe, Ludong Wang, and Mark A. Motter, "Local Dynamic Modeling with Self-Organizing Maps and Applications to Nonlinear System Identification and Control".
*Proceedings of the IEEE*. 86(11): 2240--2258. Nov, 1998.