A new approach to uncertainty description through accomplishment membership functions

作者：

Highlights：

• We propose an alternative constructor for fuzzy membership functions based on statistics.

• Proposed methodology is consistent with possibility theory and attains certainty limits calculation and boundaries.

• A link is made between ellipsoidal rules, certainty levels, and data statistics.

摘要

•We propose an alternative constructor for fuzzy membership functions based on statistics.•Proposed methodology is consistent with possibility theory and attains certainty limits calculation and boundaries.•A link is made between ellipsoidal rules, certainty levels, and data statistics.

论文关键词：Fuzzy sets,Membership functions,Data analysis,Ellipsoidal rules,Uncertainty measurements,Possibility theory

论文评审过程：Available online 23 May 2015, Version of Record 2 July 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.05.021