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rEMM: Extensible Markov Model for Modelling Temporal Relationships Between Clusters (original) (raw)

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 ORCID iD [aut, cre, cph], Margaret H. Dunham [ctb]
Maintainer: Michael Hahsler
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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