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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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Detalles Bibliográficos
Publicado en:IEEE Trans Pattern Anal Mach Intell
Main Authors: Mao, Qi, Wang, Li, Tsang, Ivor W., Sun, Yijun
Formato: Artigo
Idioma:Inglês
Publicado: 2016
Assuntos:
Acceso en liña: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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