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Network component analysis: Reconstruction of regulatory signals in biological systems
High-dimensional data sets generated by high-throughput technologies, such as DNA microarray, are often the outputs of complex networked systems driven by hidden regulatory signals. Traditional statistical methods for computing low-dimensional or hidden representations of these data sets, such as pr...
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| Main Authors: | , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
National Academy of Sciences
2003
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC307600/ https://ncbi.nlm.nih.gov/pubmed/14673099 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.2136632100 |
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