1203 search results - page 29 / 241 » Probabilistic Matrix Factorization |
117
click to vote
ICIP
2007
IEEE
16 years 4 months ago
2007
IEEE
Nonnegative Matrix Factorization (NMF) is a powerful decomposition tool which has been used in several content representation applications recently. However, there are some diffic...
118
click to vote
WWW
2008
ACM
16 years 2 months ago
2008
ACM
Social media such as Web forum often have dense interactions between user and content where network models are often appropriate for analysis. Joint non-negative matrix factorizat...
107
Voted
SDM
2009
SIAM
15 years 11 months ago
2009
SIAM
In this paper we explore avenues for improving the reliability of dimensionality reduction methods such as Non-Negative Matrix Factorization (NMF) as interpretive exploratory data...
111
click to vote
ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
This paper presents a novel spatial texture prediction method based on non-negative matrix factorization. As an extension of template matching, approximation based iterative textu...
136
click to vote
BMCBI
2006
15 years 2 months ago
2006
Background: Non-negative matrix factorisation (NMF), a machine learning algorithm, has been applied to the analysis of microarray data. A key feature of NMF is the ability to iden...