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ACIVS
2008
Springer

Fuzzy Rule Iterative Feature Selection (FRIFS) with Respect to the Choquet Integral Apply to Fabric Defect Recognition

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Fuzzy Rule Iterative Feature Selection (FRIFS) with Respect to the Choquet Integral Apply to Fabric Defect Recognition
An iterative method to select suitable features in an industrial fabric defect recognition context is proposed in this paper. It combines a global feature selection method based on the Choquet integral and a fuzzy linguistic rule classifier. The experimental study shows the wanted behaviour of this approach: the feature number decreases whereas the recognition rate increases. Thus, the number of generated fuzzy rules is reduced.
Emmanuel Schmitt, Vincent Bombardier, Laurent Wend
Added 01 Jun 2010
Updated 01 Jun 2010
Type Conference
Year 2008
Where ACIVS
Authors Emmanuel Schmitt, Vincent Bombardier, Laurent Wendling
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