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....

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Liu, Jin-Xing, Liu, Jian, Gao, Ying-Lian, Mi, Jian-Xun, Ma, Chun-Xia, Wang, Dong
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2014
Pynciau:
Research Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4152128/
https://ncbi.nlm.nih.gov/pubmed/25180509
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0106097
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