FusedPCA: Community Detection via Fused Principal Component Analysis

Efficient procedures for community detection in network studies, especially for sparse networks. The algorithms impose penalties on the differences of the coordinates which represent the community labels of the nodes.

Version: 0.2
Depends: R (≥ 2.15.1), genlasso
Published: 2013-11-10
Author: Yang Feng, Richard J. Samworth and Yi Yu
Maintainer: Yi Yu <y.yu at statslab.cam.ac.uk>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2.0)]
NeedsCompilation: no
CRAN checks: FusedPCA results


Reference manual: FusedPCA.pdf
Package source: FusedPCA_0.2.tar.gz
Windows binaries: r-devel: FusedPCA_0.2.zip, r-release: FusedPCA_0.2.zip, r-oldrel: FusedPCA_0.2.zip
OS X Snow Leopard binaries: r-release: FusedPCA_0.2.tgz, r-oldrel: FusedPCA_0.2.tgz
OS X Mavericks binaries: r-release: FusedPCA_0.2.tgz
Old sources: FusedPCA archive