DCG: Data Cloud Geometry (DCG): Using Random Walks to Find Community Structure in Social Network Analysis

Data cloud geometry (DCG) applies random walks in finding community structures for social networks.

Author
Chen Chen [aut], Jian Jin [aut, cre], Brianne Beisner [aut], Brenda McCowan [aut, cph], Hsieh Fushing [aut, cph]
Date of publication
2016-06-08 05:47:08
Maintainer
Jian Jin <jinjian.pku@gmail.com>
License
GPL (>= 2)
Version
0.9.2

View on CRAN

Man pages

as.SimilarityMatrix
Convert a matrix to a similarity matrix....
as.symmetricAdjacencyMatrix
convert to a symmetric adjacency matrix
getEigenvalueList
generate eigenvalues for all ensemble matrices...
getEns
generate ensemble matrix 'getEns' get ensemble matrix from...
getEnsList
generating a list of ensemble matrices based on the...
GetSim
'GetSim' get similarity matrix from a distance matrix
monkeyGrooming
Grooming network data
plotCLUSTERS
generate tree plots for each ensemble matrix 'plotCLUSTERS'...
plotMultiEigenvalues
plot eigenvalues 'plotMultiEigenvalues' plot eigenvalues to...
plotTheCluster
generate tree plots for selected ensemble matrix 'plotTrees'...
temperatureSample
generate temperatures 'temperatureSample' generate tempatures...

Files in this package

DCG
DCG/inst
DCG/inst/doc
DCG/inst/doc/Introduction_to_DCG.R
DCG/inst/doc/Introduction_to_DCG.Rmd
DCG/inst/doc/Introduction_to_DCG.html
DCG/tests
DCG/tests/testthat.R
DCG/tests/testthat
DCG/tests/testthat/test-as.simMat.R
DCG/tests/testthat/test-temperatureSample.R
DCG/tests/testthat/test-getEnsList.R
DCG/NAMESPACE
DCG/NEWS.md
DCG/data
DCG/data/monkeyGrooming.rda
DCG/R
DCG/R/getEigenvalues.R
DCG/R/getEnsList.R
DCG/R/temperature_select.R
DCG/R/similarityMatrix.R
DCG/R/MakeSeries.R
DCG/R/EstClust.R
DCG/R/plotEigenvalues.R
DCG/R/plotTrees.R
DCG/R/GetSim.R
DCG/R/monkeyGrooming.R
DCG/R/imports.R
DCG/vignettes
DCG/vignettes/step1.png
DCG/vignettes/step2.png
DCG/vignettes/eigenvalueplot-example.png
DCG/vignettes/Introduction_to_DCG.Rmd
DCG/MD5
DCG/build
DCG/build/vignette.rds
DCG/DESCRIPTION
DCG/man
DCG/man/GetSim.Rd
DCG/man/plotMultiEigenvalues.Rd
DCG/man/monkeyGrooming.Rd
DCG/man/getEigenvalueList.Rd
DCG/man/plotCLUSTERS.Rd
DCG/man/getEns.Rd
DCG/man/as.SimilarityMatrix.Rd
DCG/man/getEnsList.Rd
DCG/man/plotTheCluster.Rd
DCG/man/as.symmetricAdjacencyMatrix.Rd
DCG/man/temperatureSample.Rd