fcd: Fused Community Detection
Version 0.1

Efficient procedures for community detection in network studies, especially for sparse networks with not very obvious community structure. The algorithms impose penalties on the differences of the coordinates which represent the community labels of the nodes.

AuthorYang Feng, Richard J. Samworth and Yi Yu
Date of publication2013-12-15 17:52:32
MaintainerYi Yu <y.yu@statslab.cam.ac.uk>
LicenseGPL (>= 2.0)
Version0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("fcd")

Popular man pages

fcd: Fused community detection.
fcd.cluster: Clustering the estimators along the path.
fcd.criteria: The criterion values based along the path.
generate: generate adjacency matrix of stochastic blockmodel,...
get.cluster: Final estimators of the community labels
isolate: Isolated nodes collection
laplacian: Laplacian matrix
See all...

All man pages Function index File listing

Man pages

fcd: Fused community detection.
fcd.cluster: Clustering the estimators along the path.
fcd.criteria: The criterion values based along the path.
fcd.trans: The graph based penalty transformation matrix
generate: generate adjacency matrix of stochastic blockmodel,...
get.cluster: Final estimators of the community labels
isolate: Isolated nodes collection
laplacian: Laplacian matrix
mis.cluster: Mis-clustered nodes for balanced designed network.
spectral.clustering: Spectral clustering and its variant.

Functions

Reciprocal Source code
fcd Man page Source code
fcd.cluster Man page Source code
fcd.criteria Man page Source code
fcd.start Man page Source code
fcd.trans Man page Source code
gen.cr Man page Source code
gen.dcbm Man page Source code
gen.sbm Man page Source code
get.cluster Man page Source code
isolate Man page Source code
laplacian Man page Source code
mis.cluster Man page Source code
single.cut Source code
spectral.clustering Man page Source code

Files

NAMESPACE
R
R/fcd.trans.R
R/isolate.R
R/gen.cr.R
R/gen.dcbm.R
R/laplacian.R
R/fcd.start.R
R/gen.sbm.R
R/fcd.R
R/single.cut.R
R/mis.cluster.R
R/get.cluster.R
R/Reciprocal.R
R/spectral.clustering.R
R/fcd.cluster.R
R/fcd.criteria.R
MD5
DESCRIPTION
man
man/mis.cluster.Rd
man/fcd.trans.Rd
man/isolate.Rd
man/fcd.criteria.Rd
man/spectral.clustering.Rd
man/laplacian.Rd
man/generate.Rd
man/fcd.Rd
man/fcd.cluster.Rd
man/get.cluster.Rd
fcd documentation built on May 20, 2017, 4:29 a.m.

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