F-Mapper: A Fuzzy Mapper clustering algorithm

作者：

Highlights：

• The Mapper algorithm is optimized in choosing cover automatically with random percentage.

• The F-Mapper outputs are rather similar to those of the Mapper in the topological sense.

• The F-Mapper results are well-clustered based on the silhouette coefficient score.

摘要

•The Mapper algorithm is optimized in choosing cover automatically with random percentage.•The F-Mapper outputs are rather similar to those of the Mapper in the topological sense.•The F-Mapper results are well-clustered based on the silhouette coefficient score.

论文关键词：Topological data analysis,Mapper,Fuzzy -Means,F-Mapper,Clustering

论文评审过程：Received 7 May 2019, Revised 2 October 2019, Accepted 9 October 2019, Available online 11 October 2019, Version of Record 16 January 2020.

论文官网地址：https://doi.org/10.1016/j.knosys.2019.105107