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IJCSA
2006
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9 years 12 months ago
Applying SVD on Generalized Item-based Filtering
In this paper we examine the use of a matrix factorization technique called Singular Value Decomposition (SVD) along with demographic information
Manolis G. Vozalis, Konstantinos G. Margaritis
CIKM
2009
Springer
10 years 6 months ago
Commentary-based video categorization and concept discovery
Social network contents are not limited to text but also multimedia. Dailymotion, YouTube, and MySpace are examples of successful sites which allow users to share videos among the...
Janice Kwan-Wai Leung, Chun Hung Li, Ting Keung Ip
ICPR
2002
IEEE
11 years 28 days ago
Analyzing Non-Negative Matrix Factorization for Image Classification
The Non-negative Matrix Factorization technique (NMF) has been recently proposed for dimensionality reduction. NMF is capable to produce a region- or partbased representation of o...
Bernt Schiele, David Guillamet, Jordi Vitrià...
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