Visualization with Voronoi tessellation and moving output units in Self-Organizing map of the real-number system

The Self-Organizing map (SOM) proposed by T. Kohonen is a method to produce a low-dimensional representation from high-dimensional input data automatically, where output units are restrictedly placed on grid points. We propose real-number SOM (RSOM), where output units are freely placed on the real-...

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Bibliographische Detailangaben

Hauptverfasser:	Matsumoto, Y., Umano, M., Inuiguchi, M.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Artificial neural networks Data visualization Distance measurement Horses Measurement uncertainty Quantization Training
Online-Zugang:	Volltext bestellen
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