Applications of picture fuzzy similarity measures in pattern recognition, clustering, and MADM

作者：

Highlights：

• We give limitations of existing similarity measures for picture fuzzy sets.

• We propose new similarity measures for PFSs to address the limitations.

• Proposed measures are applied in pattern recognition, clustering, decision-making.

• Advantage is verified by comparing results with some recent similarity measures.

摘要

•We give limitations of existing similarity measures for picture fuzzy sets.•We propose new similarity measures for PFSs to address the limitations.•Proposed measures are applied in pattern recognition, clustering, decision-making.•Advantage is verified by comparing results with some recent similarity measures.

论文关键词：PFSs,Similarity measures,Pattern recognition,Clustering analysis,MADM

论文评审过程：Received 16 May 2020, Revised 26 September 2020, Accepted 5 November 2020, Available online 17 November 2020, Version of Record 24 January 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.114264