rEMM: Extensible Markov Model for Modelling Temporal RelationshipsBetween Clusters
Implements TRACDS (Temporal Relationships between Clusters for Data Streams), a generalization of Extensible Markov Model (EMM). TRACDS adds a temporal or order model to data stream clustering by superimposing a dynamically adapting Markov Chain. Also provides an implementation of EMM (TRACDS on top of tNN data stream clustering). Development of this package was supported in part by NSF IIS-0948893 and R21HG005912 from the National Human Genome Research Institute. Hahsler and Dunham (2010) <doi:10.18637/jss.v035.i05>.
| Version: | 1.2.1 |
| Depends: | R (≥ 2.10.0) |
| Imports: | methods, stats,stream,cluster,clusterGeneration,MASS, utils,proxy,igraph |
| Suggests: | graph,Rgraphviz,testthat |
| Published: | 2024-04-21 |
| DOI: | 10.32614/CRAN.package.rEMM |
| Author: | Michael Hahsler [aut, cre, cph], Margaret H. Dunham [ctb] |
| Maintainer: | Michael Hahsler <mhahsler at lyle.smu.edu> |
| License: | GPL-2 |
| URL: | https://github.com/mhahsler/rEMM |
| NeedsCompilation: | no |
| Classification/ACM: | G.4, H.2.8, I.5.1 |
| Citation: | rEMM citation info |
| Materials: | README,NEWS |
| CRAN checks: | rEMM results |
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