Extension of Incremental Linear Discriminant Analysis to Online Feature Extraction under Nonstationary Environments

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Extension of Incremental Linear Discriminant Analysis to Online Feature Extraction under Nonstationary Environments

In this paper, a new approach to an online feature extraction under nonstationary environments is proposed by extending Incremental Linear Discriminant Analysis (ILDA). The extended ILDA not only detect so-called “concept drifts” but also transfer the knowledge on discriminant feature spaces of the...

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Bibliographic Details
Main Authors:	Joseph, A., Jang, Young-Min, Ozawa, Seiichi, Lee, Minho
Format:	Article
Language:	English
Published:	Springer-Verlag Berlin Heidelberg 2012
Subjects:	T Technology (General)
Online Access:	http://ir.unimas.my/id/eprint/17807/ http://ir.unimas.my/id/eprint/17807/1/Extension%20of%20Incremental%20Linear%20Discriminant%20%28abstract%29.pdf

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