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Metagenes and molecular pattern discovery using matrix factorization
We describe here the use of nonnegative matrix factorization (NMF), an algorithm based on decomposition by parts that can reduce the dimension of expression data from thousands of genes to a handful of metagenes. Coupled with a model selection mechanism, adapted to work for any stochastic clustering...
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| Päätekijät: | , , , |
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| Aineistotyyppi: | Artigo |
| Kieli: | Inglês |
| Julkaistu: |
National Academy of Sciences
2004
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| Aiheet: | |
| Linkit: | https://ncbi.nlm.nih.gov/pmc/articles/PMC384712/ https://ncbi.nlm.nih.gov/pubmed/15016911 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.0308531101 |
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