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Paper Information

Journal:   IRANIAN JOURNAL OF FUZZY SYSTEMS   JUNE 2012 , Volume 9 , Number 2; Page(s) 75 To 88.
 
Paper: 

A MODIFICATION ON RIDGE ESTIMATION FOR FUZZY NONPARAMETRIC REGRESSION

 
 
Author(s):  FARNOOSH R., GHASEMIAN J., SOLAYMANI FARD O.
 
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Abstract: 

This paper deals with ridge estimation of fuzzy nonparametric regression models using triangular fuzzy numbers. This estimation method is obtained by implementing ridge regression learning algorithm in the La- grangian dual space. The distance measure for fuzzy numbers that suggested by Diamond is used and the local linear smoothing technique with the cross- validation procedure for selecting the optimal value of the smoothing param- eter is fuzzified to fit the presented model. Some simulation experiments are then presented which indicate the performance of the proposed method.

 
Keyword(s): FUZZY REGRESSION, RIDGE ESTIMATION, FUZZY NONPARAMETRIC REGRESSION, LOCAL LINEAR SMOOTHING
 
References: 
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