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Research article

First published 2025

Cluster validity for noise aware clusterings

Lea Eileen Brauner, Frank Höppner, Frank Klawonn

Intelligent Data Analysis: An International Journal

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Research article

First published 2021-11

Investigating cluster validation metrics for optimal number of clusters determination

Aikaterini Karanikola, Charalampos M. Liapis, Sotiris Kotsiantis

Intelligent Decision Technologies

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Research article

First published 2008-11

A comprehensive validity index for clustering

S. Saitta, B. Raphael, I.F.C. Smith

Intelligent Data Analysis: An International Journal

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Research article

First published 2020

A novel internal cluster validity index

Shibing Zhou, Fei Liu

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2014-11

Addressing the validation of overlapping clustering algorithms

Henry Rosales-Méndez, Yunior Ramírez-Cruz

Intelligent Data Analysis: An International Journal

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Research article

First published 2004-12

VISTA: Validating and Refining Clusters Via Visualization

Keke Chen, Ling Liu

Information Visualization

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Research article

First published 2013

A binomial noised model for cluster validation

Dvora Toledano-Kitai, Renata Avros, Zeev Volkovich [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2018-11

Towards Obtaining Upper Bound on Sensitivity Computation Process for Cluster Validity Measures

Sumit Mishra, Samrat Mondal, Sriparna Saha

Fundamenta Informaticae

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Research article

First published 2012-10

A comparative study of different cluster validity indexes

Ruochen Liu, Xiaojuan Sun, Licheng Jiao [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-7

Fast leave-one-cluster-out cross-validation using clustered network information criterion

Jiaxing Qiu, Douglas E Lake, Pavel Chernyavskiy [...]

Statistical Methods in Medical Research

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