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Identifying clusters in Czekanowski's diagram
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- Bartoszek, Krzysztof, 1984- (author)
- Linköpings universitet,Statistik och maskininlärning,Filosofiska fakulteten
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- Luo, Ying, 1986- (author)
- Linköpings universitet,Bioinformatik,Utbildningsvetenskap
- (creator_code:org_t)
- Warsaw, Poland : Polskie Towarzystwo Matematyczne, 2023
- 2023
- English.
- In: Mathematica Applicanda. - Warsaw, Poland : Polskie Towarzystwo Matematyczne. - 1730-2668 .- 2299-4009. ; 51:2, s. 183-198
- Journal article (peer-reviewed)
Abstract
Subject headings
Close
- Visualizing data through Czekanowski’s diagram has as its aim the illus-tration of the relationships between objects. Often, obvious clusters of observationsare directly visible. However, it is not straightforward to precisely delineate theseclusters. This paper presents the development of the package RMaCzek, which nowincludes features for cluster identification in Czekanowski diagrams.
Subject headings
- NATURVETENSKAP -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Probability Theory and Statistics (hsv//eng)
Keyword
- Change point analysis
- cluster analysis
- Czekanowski’s diagram
- fuzzy clustering
- multivariate distance methods
- R
- RMaCzek
Publication and Content Type
- ref (subject category)
- art (subject category)
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