Authors | Mohsen Arefi,Mohammad Ghasem Akbari |
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Conference Title | هشتمین کنگره مشترک سیستمهای فازی و هوشمند |
Holding Date of Conference | 2020-09-02 |
Event Place | مشهد |
Page number | 0-0 |
Presentation | SPEECH |
Conference Level | Internal Conferences |
Abstract
A generalized fuzzy regression model named fuzzy varying coefficient regression model is proposed by Shen et al. [14]. In this study, we introduce a fuzzy varying coefficient regression model based on Huber loss function and a kernel function. Unlike Shen et al.’s approach, the our approach is robust in the presence of outliers data. This advantage is examined by a numerical example.
tags: Huber loss function, Fuzzy varying coefficient model, kernel function, Robust fuzzy regression