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

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

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Bibliographic Details

Main Authors:	Annie, Joseph, Young Min, Jang, Seiichi, Ozawa, Minho, Lee
Other Authors:	Tingwen, Huang
Format:	Book Chapter
Language:	en
Published:	Springer 2012
Subjects:	TK Electrical engineering. Electronics Nuclear engineering TN Mining engineering. Metallurgy
Online Access:	http://ir.unimas.my/id/eprint/39677/3/Neural%20Information%20Processing%20-%20Copy.pdf http://ir.unimas.my/id/eprint/39677/
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