Local and global mappings of topology representing networks

As data analysis tasks often have to deal with complex data structures, the nonlinear dimensionality reduction methods play an important role in exploratory data analysis. In the literature a number of nonlinear dimensionality reduction techniques have been proposed (e.g. Sammon mapping, Locally Lin...

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Veröffentlicht in:	Information sciences 2009-10, Vol.179 (21), p.3791-3803
Hauptverfasser:	Vathy-Fogarassy, Agnes, Abonyi, Janos
Format:	Artikel
Sprache:	eng
Schlagworte:	Data visualisation Dimensionality reduction GNLP-NG Mapping quality OVI-NG Topology representing networks TRNMap
Online-Zugang:	Volltext
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