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 25 Jun. 2026.
Previous versions and publish date:
1.0 (2015-02-16 19:22), 1.3 (2015-06-09 21:29)
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

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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