Skip to content
Discriminant Nonnegative Matrix Factorization
R
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
R
figure
inst
man
.Rbuildignore
.travis.yml
DESCRIPTION
DNMF.Rproj
LICENSE
NAMESPACE
NEWS.md
README.md

README.md

Discriminant Non-Negative Matrix Factorization

Travis-CI Build Status CRAN Version

Discriminant Non-Negative Matrix Factorization is to extend the Non-negative Matrix Factorization algorithm in order to extract features that enforce not only the spatial locality, but also the separability between classes in a discriminant manner. Two kinds of Discriminant Non-Negative Matrix Factorization were implemented so far.

Type 1 motiflogo

Installation:

devtools::install_github("zhilongjia/DNMF")

Citation:

Jia Z, Zhang X, Guan N, Bo X, Barnes MR, Luo Z (2015) Gene Ranking of RNA-Seq Data via Discriminant Non-Negative Matrix Factorization. PLoS ONE 10(9): e0137782. doi:10.1371/journal.pone.0137782

Reference:

You can’t perform that action at this time.