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Dive into the research topics where Francisco Javier Puente García is active.

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Featured researches published by Francisco Javier Puente García.


International Journal of Modern Physics B | 2012

VISUAL ANALYSIS OF RESIDUALS FROM DATA-BASED MODELS IN COMPLEX INDUSTRIAL PROCESSES

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

Time-Frequency Analysis of Hot Rolling Using Manifold Learning

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

Does inward foreign direct investment improve the innovative performance of local firms

Francisco Javier Puente García; Byungchae Jin; Robert Salomon


International Business Review | 2012

Learning from exporting: The moderating effect of technological capabilities

Francisco Javier Puente García; Lucía Avella; Esteban Fernández


Revista Europea de Dirección y Economía de la Empresa | 2001

Planificación de turnos de trabajo en el servicio de urgencias de un hospital mediante algoritmos genéticos

Paolo Priore Moreno; Francisco Javier Puente García; David de la Fuente García; Alberto Gomez


Archive | 2013

Do host countries really benefit from inward foreign direct investment

Byungchae Jin; Francisco Javier Puente García; Robert Salomon


the european symposium on artificial neural networks | 2014

Interactive Dimensionality Reduction for Visual Analytics

Ignacio Díaz; Abel A. Cuadrado; Daniel Pérez; Francisco Javier Puente García; Michel Verleysen


Journal of International Management | 2015

Offshoring Intermediate Manufacturing: Boost or Hindrance to Firm Innovation?

Sandra Valle; Francisco Javier Puente García; Lucía Avella


Modern Economy | 2011

International Modularity and Offshoring in Spanish Industry

Sandra Valle; Lucía Avella; Francisco Javier Puente García


V Congreso de Ingeniería de Organización | 2003

La Clasificación ABC Multiatributo de Inventarios con Técnicas de Inteligencia Artificial

Francisco Javier Puente García; Paolo Priore; Raúl Pino Díez; David de la Fuente García

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