Simultaneous Non-Negative Matrix Factorization for Multiple Large Scale Gene Expression Datasets in Toxicology

Non-negative matrix factorization is a useful tool for reducing the dimension of large datasets. This work considers simultaneous non-negative matrix factorization of multiple sources of data. In particular, we perform the first study that involves more than two datasets. We discuss the algorithmic...

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Detalles Bibliográficos
Autores principales: Lee, Clare M., Mudaliar, Manikhandan A. V., Haggart, D. R., Wolf, C. Roland, Miele, Gino, Vass, J. Keith, Higham, Desmond J., Crowther, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3522745/
https://www.ncbi.nlm.nih.gov/pubmed/23272042
http://dx.doi.org/10.1371/journal.pone.0048238

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3522745/
https://www.ncbi.nlm.nih.gov/pubmed/23272042
http://dx.doi.org/10.1371/journal.pone.0048238

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