Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 1

Fuzzy input Related Publications

1 Fuzzy Cost Support Vector Regression

Authors: Hadi Sadoghi Yazdi, Sohrab Effati, Mehri Sadoghi Yazdi, Tahereh Royani

Abstract:

In this paper, a new version of support vector regression (SVR) is presented namely Fuzzy Cost SVR (FCSVR). Individual property of the FCSVR is operation over fuzzy data whereas fuzzy cost (fuzzy margin and fuzzy penalty) are maximized. This idea admits to have uncertainty in the penalty and margin terms jointly. Robustness against noise is shown in the experimental results as a property of the proposed method and superiority relative conventional SVR.

Keywords: support vector regression, Fuzzy input, Fuzzy cost

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