clusTransition
Monitor Changes in Cluster Solutions of Dynamic Datasets
Description
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> .
Downloads
187
Last 30 days
17930th
342
Last 90 days
342
Last year
Trend: +20.7% (30d vs prior 30d)
CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
CRAN incoming feasibility
Maintainer: ‘Muhammad Atif <muhammad96_atif@yahoo.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Muhammad",
family = "Atif",
role = c("aut", "cre"),
email = "muhammad96_atif@yahoo.com")
as necessary.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
CRAN incoming feasibility
Maintainer: ‘Muhammad Atif <muhammad96_atif@yahoo.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Muhammad",
family = "Atif",
role = c("aut", "cre"),
email = "muhammad96_atif@yahoo.com")
as necessary.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
*
*
*
*
*
*
*
*
*
*
*
*
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Muhammad Atif <muhammad96_atif@yahoo.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Muhammad",
family = "Atif",
role = c("aut", "cre"),
email = "muhammad96_atif@yahoo.com")
as necessary.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
CRAN incoming feasibility
Maintainer: ‘Muhammad Atif <muhammad96_atif@yahoo.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Muhammad",
family = "Atif",
role = c("aut", "cre"),
email = "muhammad96_atif@yahoo.com")
as necessary.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.