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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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 11 vom: 15. Nov., Seite 2227-2241
1. Verfasser: Qi Mao (VerfasserIn)
Weitere Verfasser: Li Wang, Tsang, Ivor W, Yijun Sun
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't