Llwytho...

Joint Lp-Norm and L(2,1)-Norm Constrained Graph Laplacian PCA for Robust Tumor Sample Clustering and Gene Network Module Discovery

The dimensionality reduction method accompanied by different norm constraints plays an important role in mining useful information from large-scale gene expression data. In this article, a novel method named Lp-norm and L(2,1)-norm constrained graph Laplacian principal component analysis (PL21GPCA)...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Front Genet
Prif Awduron: Kong, Xiang-Zhen, Song, Yu, Liu, Jin-Xing, Zheng, Chun-Hou, Yuan, Sha-Sha, Wang, Juan, Dai, Ling-Yun
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2021
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7940841/
https://ncbi.nlm.nih.gov/pubmed/33708239
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2021.621317
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