Fuzzy semi-parametric partially linear model with fuzzy inputs and fuzzy outputs

作者：

Highlights：

• We use semi-parametric methods to improve fuzzy linear regression models.

• We present a detailed comparison of proposed method via sumulation data.

• Efficiency of proposed method is demonstrated via some real-world applications.

摘要

•We use semi-parametric methods to improve fuzzy linear regression models.•We present a detailed comparison of proposed method via sumulation data.•Efficiency of proposed method is demonstrated via some real-world applications.

论文关键词：Fuzzy semi-parametric partially linear,Kernel method,Least absolute deviation,Optimal bandwidth,Fuzzy input,Fuzzy output,Non-fuzzy coefficient,Goodness-of-fit measure

论文评审过程：Received 19 July 2016, Revised 21 November 2016, Accepted 22 November 2016, Available online 26 November 2016, Version of Record 1 December 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.11.032