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) | |
| No Results! | ||
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Details
| 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 |
| depends | flexclust , graphics , methods , R (>= 3.5) |
| Contributors | Muhammad Atif |
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