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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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Vydáno v:IEEE Trans Pattern Anal Mach Intell
Hlavní autoři: Mao, Qi, Wang, Li, Tsang, Ivor W., Sun, Yijun
Médium: Artigo
Jazyk:Inglês
Vydáno: 2016
Témata:
On-line přístup: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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