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» Probabilistic Matrix Factorization
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161
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BMCBI
2006
166views more  BMCBI 2006»
15 years 2 months ago
bioNMF: a versatile tool for non-negative matrix factorization in biology
Background: In the Bioinformatics field, a great deal of interest has been given to Non-negative matrix factorization technique (NMF), due to its capability of providing new insig...
Alberto D. Pascual-Montano, Pedro Carmona-Saez, Mo...
AMC
2007
168views more  AMC 2007»
15 years 2 months ago
The method of lines for the numerical solution of a mathematical model for capillary formation: The role of tumor angiogenic fac
In this paper we present the method of lines for the numerical solution of a mathematical model for capillary formation in two space dimensions x,y. We study the tumor angiogenic ...
Arzu Erdem, Serdal Pamuk
160
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CVPR
2011
IEEE
14 years 10 months ago
High-resolution Hyperspectral Imaging via Matrix Factorization
Hyperspectral imaging is a promising tool for applications in geosensing, cultural heritage and beyond. However, compared to current RGB cameras, existing hyperspectral cameras ar...
Rei Kawakami, John Wright, Yu-Wing Tai, Yasuyuki M...
104
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WSDM
2010
ACM
222views Data Mining» more  WSDM 2010»
15 years 12 months ago
fLDA: Matrix Factorization through Latent Dirichlet Allocation
Deepak Agarwal, Bee-Chung Chen
PAKDD
2009
ACM
123views Data Mining» more  PAKDD 2009»
15 years 11 months ago
Dynamic Exponential Family Matrix Factorization.
Junichiro Hirayama, Kohei Hayashi, Shin Ishii