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ICANN
2003
Springer

Weighted Self-Organizing Maps: Incorporating User Feedback

9 years 5 months ago
Weighted Self-Organizing Maps: Incorporating User Feedback
One interesting way of accessing collections of multimedia objects is by methods of visualization and clustering. Growing self-organizing maps provide such a solution, which adapts automatically to the underlying database. Unfortunately, the result of the clustering greatly depends on the definition of the describing features and the used similarity measure. In this paper, we present a general approach to improve the obtained clustering by incorporating user feedback (in the form of drag-and-drop) into the underlying topology of the self-organizing map.
Andreas Nürnberger, Marcin Detyniecki
Added 06 Jul 2010
Updated 06 Jul 2010
Type Conference
Year 2003
Where ICANN
Authors Andreas Nürnberger, Marcin Detyniecki
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