Francisco Javier Puente García
University of Oviedo
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Publication
Featured researches published by Francisco Javier Puente García.
International Journal of Modern Physics B | 2012
Daniel G. Ordonez; Abel A. Cuadrado; Ignacio Díaz; Francisco Javier Puente García; Alberto B. Diez; Juan J. Fuertes
The use of data-based models for visualization purposes in an industrial background is discussed. Results using Self-Organizing Maps (SOM) show how through a good design of the model and a proper visualization of the residuals generated by the model itself, the behavior of essential parameters of the process can be easily tracked in a visual way. Real data from a cold rolling facility have been used to prove the advantages of these techniques.
EANN/AIAI (1) | 2011
Francisco Javier Puente García; Ignacio Díaz; Ignacio Álvarez; Daniel Pérez; Daniel G. Ordonez; Manuel Domínguez
In this paper, we propose a method to compare and visualize spectrograms in a low dimensional space using manifold learning. This approach is divided in two steps: a data processing and dimensionality reduction stage and a feature extraction and a visualization stage. The procedure is applied on different types of data from a hot rolling process, with the aim to detect chatter. Results obtained suggest future developments and applications in hot rolling and other industrial processes.
Research Policy | 2013
Francisco Javier Puente García; Byungchae Jin; Robert Salomon
International Business Review | 2012
Francisco Javier Puente García; Lucía Avella; Esteban Fernández
Revista Europea de Dirección y Economía de la Empresa | 2001
Paolo Priore Moreno; Francisco Javier Puente García; David de la Fuente García; Alberto Gomez
Archive | 2013
Byungchae Jin; Francisco Javier Puente García; Robert Salomon
the european symposium on artificial neural networks | 2014
Ignacio Díaz; Abel A. Cuadrado; Daniel Pérez; Francisco Javier Puente García; Michel Verleysen
Journal of International Management | 2015
Sandra Valle; Francisco Javier Puente García; Lucía Avella
Modern Economy | 2011
Sandra Valle; Lucía Avella; Francisco Javier Puente García
V Congreso de Ingeniería de Organización | 2003
Francisco Javier Puente García; Paolo Priore; Raúl Pino Díez; David de la Fuente García