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» Probabilistic Matrix Factorization

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BMCBI
2006

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bioNMF: a versatile tool for non-negative matrix factorization in biology

13 years 9 months ago

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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...

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AMC
2007

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The method of lines for the numerical solution of a mathematical model for capillary formation: The role of tumor angiogenic fac

13 years 9 months ago

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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

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CVPR
2011
IEEE

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High-resolution Hyperspectral Imaging via Matrix Factorization

13 years 5 months ago

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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...

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WSDM
2010
ACM

222views Data Mining» more WSDM 2010»

fLDA: Matrix Factorization through Latent Dirichlet Allocation

14 years 7 months ago