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Principal Graph and Structure Learning Based on Reversed Graph Embedding

Many scientific datasets are of high dimension, and the analysis usually requires retaining the most important structures of data. Principal curve is a widely used approach for this purpose. However, many existing methods work only for data with structures that are mathematically formulated by curve...

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Detalhes bibliográficos
Publicado no:IEEE Trans Pattern Anal Mach Intell
Main Authors: Mao, Qi, Wang, Li, Tsang, Ivor W., Sun, Yijun
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5899072/
https://ncbi.nlm.nih.gov/pubmed/28114001
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TPAMI.2016.2635657
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