Fast Incremental Algorithm of Simple Principal Component Analysis

This paper presents a new algorithm for incremental learning, which is named Incremental Simple-PCA. This algorithm adds an incremental learning function to the Simple-PCA that is an approximation algorithm of the principal component analysis where an eigenvector can be calculated by a simple repeat...

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Veröffentlicht in:	Denki Gakkai ronbunshi. C, Erekutoronikusu, joho kogaku, shisutemu Information and Systems, 2009/01/01, Vol.129(1), pp.112-117
Hauptverfasser:	Oyama, Tadahiro, Karungaru, Stephen Githinji, Tsuge, Satoru, Mitsukura, Yasue, Fukumi, Minoru
Format:	Artikel
Sprache:	eng
Schlagworte:	Incremental learning Incremental PCA Incremental Simple-PCA PCA Simple-PCA
Online-Zugang:	Volltext
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