Skip to search formSkip to main contentSkip to account menu

Non-negative Matrix Factorization

Known as: NMF 
A pattern recognition alogrithm that identifies patterns that together explain the data as a linear combination of expression signatures.
National Institutes of Health

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Semantic Feature Learning for Heterogeneous Multitask Classification via Non-Negative Matrix Factorization
Multitask learning (MTL) aims to learn multiple related tasks simultaneously instead of separately to improve the generalization… 
2016
2016
Characterization and quantification of humic substances 2D-Fluorescence by usage of extended size exclusion chromatography.
2012
2012
Modification of coral-like SnO2 nanostructures with dense TiO2 nanoparticles for a self-cleaning gas sensor.
2012
2012
Application of non-negative matrix factorization to multispectral FLIM data analysis
Existing methods of interpreting fluorescence lifetime imaging microscopy (FLIM) images are based on comparing the intensity and… 
2010
2010
KERNEL NONNEGATIVE MATRIX FACTORIZATION FOR SPECTRAL EEG FEATURE EXTRACTION
Electroencephalogram (EEG) is the most popular sensor signals used for Brain Computer Interface (BCI). EEG characteristics cause… 
2008
2008
Matrix factorization techniques for analysis of imaging mass spectrometry data
Imaging mass spectrometry is a method for understanding the molecular distribution in a two-dimensional sample. This method is… 
2007
2007
Recovering fluorescent spectra with an RGB digital camera and color filters using different matrix factorizations.
The aim of a multispectral system is to recover a spectral function at each image pixel, but when a scene is digitally imaged… 
2005
2005
Overlapping spectra resolution using non-negative matrix factorization.
2005
2005
Recovery of Metabolomic Spectral Sources using Non-negative Matrix Factorization
1H magnetic resonance spectra (MRS) of biofluids contain rich biochemical information about the metabolic status of an organism… 
1981
1981
Cellular synergy in the manifestation of accessory cell activity for in vitro antibody response.
The accessory cell (A-cell) activity of murine splenic adherent cells (SAC) and peritoneal exudate cells (PEC) for in vitro anti… 
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)