On ε-insensitive simplification of fuzzy rules for fetal distress assessment

作者：

Highlights：

• The improved CPP clustering reduces the adverse impact of unbalanced classes.

• The fuzzy classifier efficiently supports automated fetal distress assessment.

• ε-insensitive rule base simplification increases sensitivity of fetal diagnosis.

摘要

•The improved CPP clustering reduces the adverse impact of unbalanced classes.•The fuzzy classifier efficiently supports automated fetal distress assessment.•ε-insensitive rule base simplification increases sensitivity of fetal diagnosis.

论文关键词：Rule base simplification,ε-insensitivity,Fetal monitoring,Fuzzy classifier,Fuzzy clustering

论文评审过程：Received 6 February 2020, Revised 18 July 2020, Accepted 14 April 2021, Available online 22 April 2021, Version of Record 10 May 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115052