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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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| Hauptverfasser: | , |
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| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
National Academy of Sciences
2005
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| Schlagworte: | |
| Online Zugang: | 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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