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A tensor higher-order singular value decomposition for integrative analysis of DNA microarray data from different studies

We describe the use of a higher-order singular value decomposition (HOSVD) in transforming a data tensor of genes × “x-settings,” that is, different settings of the experimental variable x × “y-settings,” which tabulates DNA microarray data from different studies, to a “core tensor” of “eigenarrays”...

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Detalhes bibliográficos
Main Authors: Omberg, Larsson, Golub, Gene H., Alter, Orly
Formato: Artigo
Idioma:Inglês
Publicado em: National Academy of Sciences 2007
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2147680/
https://ncbi.nlm.nih.gov/pubmed/18003902
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.0709146104
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