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Angular decomposition

Published in International Joint Conference on Artificial Intelligence • Jul 16, 2011
Authors:
Dengdi Sun
,
Chris Ding
,
Bin Luo

Abstract

Dimensionality reduction plays a vital role in pattern recognition. However, for normalized vector data, existing methods do not utilize the fact that the data is normalized. In this paper, we propose to employ an Angular Decomposition of the normalized vector data which corresponds to embedding the...

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