rEMM: Extensible Markov Model for Modelling Temporal Relationships Between 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>.

Package details

AuthorMichael Hahsler [aut, cre, cph] (<https://orcid.org/0000-0003-2716-1405>), Margaret H. Dunham [ctb]
MaintainerMichael Hahsler <mhahsler@lyle.smu.edu>
LicenseGPL-2
Version1.2.1
URL https://github.com/mhahsler/rEMM
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("rEMM")

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rEMM documentation built on May 29, 2024, 4:35 a.m.