graphonSpectralClustering {graphclust} | R Documentation |
Graph clustering using the pairwise graphon distances and spectral clustering
Description
Graph clustering using the pairwise graphon distances and spectral clustering
Usage
graphonSpectralClustering(allAdj, nbClusters, sig = 0.1, nbCores = 1)
Arguments
allAdj |
list of adjacency matrices |
nbClusters |
number of clusters to be found |
sig |
parameter for Gaussian kernel used for the similarity matrix |
nbCores |
number of cores for parallelization. |
Value
list with the obtained graph clusteirng ($clust) and the matrix with the pairwise graphon distances between all pairs of networks
Examples
theta <- list(pi=c(.5,.5), gamma=matrix((1:4)/8,2,2))
obs <- rCollectSBM(rep(10,4), theta)$listGraphs
res <- graphonSpectralClustering(obs, 2, nbCores=1)
[Package graphclust version 1.3 Index]