An Incremental Linear Discriminant Analysis for Data Streams Under Non-stationary Environments

In real life, data are not always generated under stationary environments. However, traditional learning systems have normally assumed that the property of data streams is stationary over time, and this sometimes leads to the degradation in the system performance when there are some hidden contexts...

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Bibliographic Details
Main Authors: Annie, Joseph, Young Min, Jang, Seiichi, Ozawa, Minho, Lee
Format: Article
Language:English
Published: THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE) 2014
Subjects:
Online Access:http://ir.unimas.my/id/eprint/39706/1/27_133.pdf
http://ir.unimas.my/id/eprint/39706/
https://www.jstage.jst.go.jp/browse/iscie
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Institution: Universiti Malaysia Sarawak
Language: English