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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| Main Authors: | , , , |
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| Format: | E-Article |
| Language: | English |
| Published: |
Springer-Verlag Berlin Heidelberg
2012
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| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/17807/1/Extension%20of%20Incremental%20Linear%20Discriminant%20%28abstract%29.pdf http://ir.unimas.my/id/eprint/17807/ https://link.springer.com/chapter/10.1007/978-3-642-34481-7_78 |
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| Institution: | Universiti Malaysia Sarawak |
| Language: | English |