clusTransition: Monitor Changes in Cluster Solutions of Dynamic Datasets

Monitor and trace changes in clustering solutions of accumulating datasets at successive time points. The clusters can adopt External and Internal transition at succeeding time points. The External transitions comprise of Survived, Merged, Split, Disappeared, and newly Emerged candidates. In contrast, Internal transition includes changes in location and cohesion of the survived clusters. The package uses MONIC framework developed by Spiliopoulou, Ntoutsi, Theodoridis, and Schult (2006)<doi:10.1145/1150402.1150491> .

Version: 1.0
Depends: R (≥ 3.5), flexclust, methods, graphics
Published: 2021-02-22
DOI: 10.32614/CRAN.package.clusTransition
Author: Muhammad Atif
Maintainer: Muhammad Atif <muhammad96_atif at>
License: GPL-3
NeedsCompilation: no
Citation: clusTransition citation info
CRAN checks: clusTransition results


Reference manual: clusTransition.pdf


Package source: clusTransition_1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): clusTransition_1.0.tgz, r-oldrel (arm64): clusTransition_1.0.tgz, r-release (x86_64): clusTransition_1.0.tgz, r-oldrel (x86_64): clusTransition_1.0.tgz


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