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Non-Convex Sparse and Low-Rank Based Robust Subspace Segmentation for Data Mining

Parsimony, including sparsity and low-rank, has shown great importance for data mining in social networks, particularly in tasks such as segmentation and recognition. Traditionally, such modeling approaches rely on an iterative algorithm that minimizes an objective function with convex l(1)-norm or...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Cheng, Wenlong, Zhao, Mingbo, Xiong, Naixue, Chui, Kwok Tai
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5539778/
https://ncbi.nlm.nih.gov/pubmed/28714886
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s17071633
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