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Application note: TDbasedUFE and TDbasedUFEadv: bioconductor packages to perform tensor decomposition based unsupervised feature extraction

MotivationTensor decomposition (TD)-based unsupervised feature extraction (FE) has proven effective for a wide range of bioinformatics applications ranging from biomarker identification to the identification of disease-causing genes and drug repositioning. However, TD-based unsupervised FE failed to...

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Detalles Bibliográficos
Principais autores: Y-h. Taguchi, Turki Turki
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2023-09-01
Series:Frontiers in Artificial Intelligence
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Acceso en liña:https://www.frontiersin.org/articles/10.3389/frai.2023.1237542/full
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