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Gene Feature Extraction Based on Nonnegative Dual Graph Regularized Latent Low-Rank Representation

Aiming at the problem of gene expression profile's high redundancy and heavy noise, a new feature extraction model based on nonnegative dual graph regularized latent low-rank representation (NNDGLLRR) is presented on the basis of latent low-rank representation (Lat-LRR). By introducing dual gra...

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Bibliografiske detaljer
Udgivet i:Biomed Res Int
Main Authors: Yang, Guoliang, Hu, Zhengwei
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5390636/
https://ncbi.nlm.nih.gov/pubmed/28466003
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/1096028
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