Design Gaussian information granule based on the principle of justifiable granularity: A multi-dimensional perspective

作者：

Highlights：

• Design a type of multi-dimensional Gaussian information granule.

• Consider correlation among different variables of data.

• Adopt confidence level to construct information granule.

• Propose a strategy to exclude inhibitory data.

摘要

•Design a type of multi-dimensional Gaussian information granule.•Consider correlation among different variables of data.•Adopt confidence level to construct information granule.•Propose a strategy to exclude inhibitory data.

论文关键词：Information granule,Principle of justifiable granularity,Inhibitory data,Correlation,Confidence level

论文评审过程：Received 3 May 2020, Revised 21 January 2022, Accepted 25 February 2022, Available online 2 March 2022, Version of Record 5 March 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116763