Comparison of various clustering algorithms efficiency

This article illustrates the problem of clustering efficiency of Gaussian mixture models using various clustering methods. The results of investigation by simulation are discussed.

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Bibliographic Details
Main Author: Tomas Ruzgas
Format: Article
Language:English
Published: Vilnius University Press 2002-12-01
Series:Lietuvos Matematikos Rinkinys
Online Access:https://www.zurnalai.vu.lt/LMR/article/view/33034
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author Tomas Ruzgas
author_facet Tomas Ruzgas
author_sort Tomas Ruzgas
collection DOAJ
description This article illustrates the problem of clustering efficiency of Gaussian mixture models using various clustering methods. The results of investigation by simulation are discussed.
format Article
id doaj-art-63b2271b5ab245e4a71d565779529f2b
institution Kabale University
issn 0132-2818
2335-898X
language English
publishDate 2002-12-01
publisher Vilnius University Press
record_format Article
series Lietuvos Matematikos Rinkinys
spelling doaj-art-63b2271b5ab245e4a71d565779529f2b2025-02-11T18:13:14ZengVilnius University PressLietuvos Matematikos Rinkinys0132-28182335-898X2002-12-0142spec.10.15388/LMR.2002.33034Comparison of various clustering algorithms efficiencyTomas Ruzgas0Kaunas University of Technology This article illustrates the problem of clustering efficiency of Gaussian mixture models using various clustering methods. The results of investigation by simulation are discussed. https://www.zurnalai.vu.lt/LMR/article/view/33034
spellingShingle Tomas Ruzgas
Comparison of various clustering algorithms efficiency
Lietuvos Matematikos Rinkinys
title Comparison of various clustering algorithms efficiency
title_full Comparison of various clustering algorithms efficiency
title_fullStr Comparison of various clustering algorithms efficiency
title_full_unstemmed Comparison of various clustering algorithms efficiency
title_short Comparison of various clustering algorithms efficiency
title_sort comparison of various clustering algorithms efficiency
url https://www.zurnalai.vu.lt/LMR/article/view/33034
work_keys_str_mv AT tomasruzgas comparisonofvariousclusteringalgorithmsefficiency