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Characteristic Gene Selection via Weighting Principal Components by Singular Values

Conventional gene selection methods based on principal component analysis (PCA) use only the first principal component (PC) of PCA or sparse PCA to select characteristic genes. These methods indeed assume that the first PC plays a dominant role in gene selection. However, in a number of cases this a...

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Bibliografische gegevens
Hoofdauteurs: Liu, Jin-Xing, Xu, Yong, Zheng, Chun-Hou, Wang, Yi, Yang, Jing-Yu
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Public Library of Science 2012
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3393749/
https://ncbi.nlm.nih.gov/pubmed/22808018
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0038873
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