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Electronics Letters
Article . 2021 . Peer-reviewed
License: CC BY
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Electronics Letters
Article
License: CC BY
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Electronics Letters
Article . 2021
Data sources: DOAJ
https://dx.doi.org/10.1049/ell...
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Improved cluster validity index for fuzzy clustering

descriptionPublicationkeyboard_double_arrow_right Article 04 Sep 2021 English Publisher:Institution of Engineering and Technology (IET)Journal:Electronics Letters, volume 57, pages 792-794 (issn: 0013-5194, eissn: 1350-911X, Copyright policy )
Authors: Soon Hak Kwon; Jihong Kim; Seo Ho Son;

doi: 10.1049/ell2.12249

Improved cluster validity index for fuzzy clustering

Abstract

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 performance of the Xie‐Beni index, Kwon index, and Tang index on twelve data sets.

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Keywords

Combinatorial mathematics, Data handling techniques, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
8
Top 10%
Top 10%
Top 10%
gold