Other packages > Find by keyword >

DNMF  

Discriminant Non-Negative Matrix Factorization
View on CRAN: Click here


Download and install DNMF package within the R console
Install from CRAN:
install.packages("DNMF")

Install from Github:
library("remotes")
install_github("cran/DNMF")

Install by package version:
library("remotes")
install_version("DNMF", "1.4.2")



Attach the package and use:
library("DNMF")
Maintained by
Zhilong Jia
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-02-16
Latest Update: 2022-05-10
Description:
Discriminant Non-Negative Matrix Factorization aims 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. It refers to three article, Zafeiriou, Stefanos, et al. "Exploiting discriminant information in nonnegative matrix factorization with application to frontal face verification." Neural Networks, IEEE Transactions on 17.3 (2006): 683-695. Kim, Bo-Kyeong, and Soo-Young Lee. "Spectral Feature Extraction Using dNMF for Emotion Recognition in Vowel Sounds." Neural Information Processing. Springer Berlin Heidelberg, 2013. and Lee, Soo-Young, Hyun-Ah Song, and Shun-ichi Amari. "A new discriminant NMF algorithm and its application to the extraction of subtle emotional differences in speech." Cognitive neurodynamics 6.6 (2012): 525-535.
How to cite:
Zhilong Jia (2015). DNMF: Discriminant Non-Negative Matrix Factorization. R package version 1.4.2, https://cran.r-project.org/web/packages/DNMF. Accessed 07 Oct. 2026.
Previous versions and publish date:
1.0 (2015-02-16 19:22), 1.3 (2015-06-09 21:29), (2026-07-09 08:01)
Other packages that cited DNMF R package
View DNMF citation profile
Other R packages that DNMF depends, imports, suggests or enhances
Complete documentation for DNMF
Functions, R codes and Examples using the DNMF R package
Some associated functions: DNMF . NMFpval . ndNMF . rnk . 
Some associated R codes: DNMF.R . NMFpval.R . ndNMF.R . rnk.R .  Full DNMF package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

skewlmm  
Scale Mixture of Skew-Normal Linear Mixed Models
It fits scale mixture of skew-normal linear mixed models using an expectation–maximization (EM) ty ...
Download / Learn more Package Citations See dependency  
PairedData  
Paired Data Analysis
Many datasets and a set of graphics (based on ggplot2), statistics, effect sizes and hypothesis test ...
Download / Learn more Package Citations See dependency  
splm  
Econometric Models for Spatial Panel Data
ML and GM estimation and diagnostic testing of econometric models for spatial panel data. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
plaqr  
Partially Linear Additive Quantile Regression
Estimation, prediction, thresholding, transformation, and plotting for partially linear additive qua ...
Download / Learn more Package Citations See dependency  
blandr  
Bland-Altman Method Comparison
Carries out Bland Altman analyses (also known as a Tukey mean-difference plot) as described by JM B ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA