Package: clusTransition 1.0

Muhammad Atif

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> .

Authors:Muhammad Atif

clusTransition_1.0.tar.gz
clusTransition_1.0.tar.gz(r-4.5-noble)clusTransition_1.0.tar.gz(r-4.4-noble)
clusTransition_1.0.tgz(r-4.4-emscripten)clusTransition_1.0.tgz(r-4.3-emscripten)
clusTransition.pdf |clusTransition.html
clusTransition/json (API)

# Install 'clusTransition' in R:
install.packages('clusTransition', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 147 downloads 4 exports 5 dependencies

Last updated 4 years agofrom:2782b0ad09. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-linuxOKNov 20 2024

Exports:moplotOverlapOverLapTransition

Dependencies:classflexclustlatticeMASSmodeltools

Readme and manuals

Help Manual

Help pageTopics
Class ClusteringClustering Clustering-class
Clustering.Clusters Clusters,Clustering,matrix,numeric-method Clusters,Clustering-method
Synthetic Datasets (Two Dimensional)Data2D
Synthetic Datasets (Three Dimensional)Data3D
External Transition Candidate.extTransitionCan extTransitionCan,TransitionCan-method extTransitionCan-method
External Transition CountextTransitionCount extTransitionCount,TransitionCount-method extTransitionCount-method
Internal Transition Candidates.internalTransition internalTransition,intTransitionCan-method internalTransition-method
Internal Transition CandidatesintTransitionCan intTransitionCan-class
An S4 class that contain time stepsMonic
plot Method for outputmoplot moplot,Monic-method moplot-method
OverlapClustering, Clustering-method Overlap OverLap, OverLap,ANY,ANY-methods Overlap,OverLap,ANY,ANY-method Overlap,OverLap,Clustering,Clustering-method
Overlap between clustersOverLap OverLap-class
Show Method for outputshow,Monic-method show-method
Monitor Transitions in Cluster Solutions.Transition
External Transition CandidatesTransitionCan TransitionCan-class
External Transition CountTransitionCount TransitionCount-class