This package implements TRACDS (Temporal Relationships between Clusters for Data Streams) which is 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. This package implements 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.
| Version: | 1.0-5 |
| Depends: | R (≥ 2.10.0), methods, stats, proxy (≥ 0.4-7), cluster, MASS, clusterGeneration, igraph |
| Imports: | stats |
| Suggests: | graph, Rgraphviz |
| Published: | 2012-04-09 |
| Author: | Michael Hahsler and Margaret H. Dunham |
| Maintainer: | Michael Hahsler <michael at hahsler.net> |
| License: | GPL-2 |
| URL: | http://R-Forge.R-project.org/projects/remm/, http://lyle.smu.edu/IDA/TRACDS/ |
| Classification/ACM: | G.4, H.2.8, I.5.1 |
| Citation: | rEMM citation info |
| CRAN checks: | rEMM results |
| Package source: | rEMM_1.0-5.tar.gz |
| MacOS X binary: | rEMM_1.0-5.tgz |
| Windows binary: | rEMM_1.0-5.zip |
| Reference manual: | rEMM.pdf |
| Vignettes: |
Extensible Markov Model for data stream clustering |
| Old sources: | rEMM archive |