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Reconstructing the pathways of a cellular system from genome-scale signals by using matrix and tensor computations

We describe the use of the matrix eigenvalue decomposition (EVD) and pseudoinverse projection and a tensor higher-order EVD (HOEVD) in reconstructing the pathways that compose a cellular system from genome-scale nondirectional networks of correlations among the genes of the system. The EVD formulate...

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Detalhes bibliográficos
Main Authors: Alter, Orly, Golub, Gene H.
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2005
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC1308929/
https://ncbi.nlm.nih.gov/pubmed/16314560
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.0509033102
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