Improved cluster validity index for fuzzy clustering

Abstract An improved cluster validity index for fuzzy clustering that is able to overcome three intrinsic drawbacks in conventional cluster validity indexes is proposed. The effectiveness of the proposed index is demonstrated by the analysis of its limiting behaviour and comparison with the performa...

Full description

Bibliographic Details
Main Authors: Soon Hak Kwon, Jihong Kim, Seo Ho Son
Format: Article
Language:English
Published: Wiley 2021-10-01
Series:Electronics Letters
Online Access:https://doi.org/10.1049/ell2.12249