clusTransition v1.0


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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> .

Functions in clusTransition

Name Description
Clusters Clustering.
TransitionCount-class External Transition Count
extTransitionCount External Transition Count
extTransitionCan External Transition Candidate.
intTransitionCan-class Internal Transition Candidates
internalTransition Internal Transition Candidates.
show,Monic-method Show Method for output
moplot plot Method for output
OverLap-class Overlap between clusters
Transition Monitor Transitions in Cluster Solutions.
Data2D Synthetic Datasets (Two Dimensional)
Monic An S4 class that contain time steps
TransitionCan-class External Transition Candidates
Clustering-class Class Clustering
Overlap Overlap
Data3D Synthetic Datasets (Three Dimensional)
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Type Package
License GPL-3
Encoding UTF-8
LazyData true
RoxygenNote 7.1.1
NeedsCompilation no
Packaged 2021-02-22 11:59:15 UTC; Atif
Repository CRAN
Date/Publication 2021-02-22 20:20:02 UTC

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