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.
| Version: | 1.0-11 |
| Depends: | R (≥ 2.10.0), proxy (≥ 0.4-7), igraph |
| Imports: | methods, stats, cluster, clusterGeneration, MASS, utils |
| Suggests: | graph, Rgraphviz, testthat |
| Published: | 2015-07-24 |
| Author: | Michael Hahsler [aut, cre, cph], Margaret H. Dunham [aut, cph] |
| Maintainer: | Michael Hahsler <mhahsler at lyle.smu.edu> |
| License: | GPL-2 |
| URL: | http://lyle.smu.edu/IDA/TRACDS/ |
| NeedsCompilation: | yes |
| Classification/ACM: | G.4, H.2.8, I.5.1 |
| Citation: | rEMM citation info |
| Materials: | NEWS |
| CRAN checks: | rEMM results |
| Reference manual: | rEMM.pdf |
| Vignettes: |
Extensible Markov Model for data stream clustering |
| Package source: | rEMM_1.0-11.tar.gz |
| Windows binaries: | r-devel: rEMM_1.0-11.zip, r-release: rEMM_1.0-11.zip, r-oldrel: rEMM_1.0-11.zip |
| macOS binaries: | r-release: rEMM_1.0-11.tgz, r-oldrel: rEMM_1.0-11.tgz |
| Old sources: | rEMM archive |
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