CRAN/E | rEMM

rEMM

Extensible Markov Model for Modelling Temporal Relationships Between Clusters

Installation

About

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.

Citation rEMM citation info
github.com/mhahsler/rEMM

Key Metrics

Version 1.2.1
R ≥ 2.10.0
Published 2024-04-21 12 days ago
Needs compilation? no
License GPL-2
CRAN checks rEMM results

Downloads

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Maintainer

Maintainer

Michael Hahsler

mhahsler@lyle.smu.edu

Authors

Michael Hahsler

aut / cre / cph

Margaret H. Dunham

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Extensible Markov Model for data stream clustering

Classification ACM

G.4
H.2.8
I.5.1

macOS

r-prerel

arm64

r-release

arm64

r-oldrel

arm64

r-prerel

x86_64

r-release

x86_64

Windows

r-prerel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

rEMM archive

Depends

R ≥ 2.10.0

Imports

methods
stats
stream
cluster
clusterGeneration
MASS
utils
proxy
igraph

Suggests

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