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A Robust Manifold Graph Regularized Nonnegative Matrix Factorization Algorithm for Cancer Gene Clustering

Detecting genomes with similar expression patterns using clustering techniques plays an important role in gene expression data analysis. Non-negative matrix factorization (NMF) is an effective method for clustering the analysis of gene expression data. However, the NMF-based method is performed with...

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Detalles Bibliográficos
Autores principales: Zhu, Rong, Liu, Jin-Xing, Zhang, Yuan-Ke, Guo, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6149772/
https://www.ncbi.nlm.nih.gov/pubmed/29207477
http://dx.doi.org/10.3390/molecules22122131

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