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

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Documentation for package ‘DCG’ version 0.9.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

as.SimilarityMatrix	Convert a matrix to a similarity matrix. 'as.SimilarityMatrix' convert an adjacency matrix to a similarity matrix.
as.symmetricAdjacencyMatrix	convert to a symmetric adjacency matrix
getEigenvalueList	generate eigenvalues for all ensemble matrices 'getEigenvalueList' get eigenvalues from ensemble matrices
getEns	generate ensemble matrix 'getEns' get ensemble matrix from given similarity matrix and temperature
getEnsList	generating a list of ensemble matrices based on the similarity matrix and temperatures
GetSim	'GetSim' get similarity matrix from a distance matrix
monkeyGrooming	Grooming network data
plotCLUSTERS	generate tree plots for each ensemble matrix 'plotCLUSTERS' plot all cluster trees
plotMultiEigenvalues	plot eigenvalues 'plotMultiEigenvalues' plot eigenvalues to determine number of communities by finding the elbow point
plotTheCluster	generate tree plots for selected ensemble matrix 'plotTrees' plot one cluster tree
temperatureSample	generate temperatures 'temperatureSample' generate tempatures based on either random or fixed intervals