A Class-Information-Based Penalized Matrix Decomposition for Identifying Plants Core Genes Responding to Abiotic Stresses

In terms of making genes expression data more interpretable and comprehensible, there exists a significant superiority on sparse methods. Many sparse methods, such as penalized matrix decomposition (PMD) and sparse principal component analysis (SPCA), have been applied to extract plants core genes....

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Detalles Bibliográficos
Autores principales: Liu, Jin-Xing, Liu, Jian, Gao, Ying-Lian, Mi, Jian-Xun, Ma, Chun-Xia, Wang, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4152128/
https://www.ncbi.nlm.nih.gov/pubmed/25180509
http://dx.doi.org/10.1371/journal.pone.0106097

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