Data Cloud Geometry (DCG): Using Random Walks to Find Community Structure in Social Network Analysis
Convert a matrix to a similarity matrix. as.SimilarityMatrix convert...
convert to a symmetric adjacency matrix
generate eigenvalues for all ensemble matrices getEigenvalueList get...
generate ensemble matrix getEns get ensemble matrix from given simil...
generating a list of ensemble matrices based on the similarity matrix ...
GetSim get similarity matrix from a distance matrix
generate tree plots for each ensemble matrix plotCLUSTERS plot all c...
plot eigenvalues plotMultiEigenvalues plot eigenvalues to determine ...
generate tree plots for selected ensemble matrix plotTrees plot one ...
generate temperatures temperatureSample generate tempatures based on...
Data cloud geometry (DCG) applies random walks in finding community structures for social networks. Fushing, VanderWaal, McCowan, & Koehl (2013) (<doi:10.1371/journal.pone.0056259>).