An empirical study of two typical locality preserving linear discriminant analysis methods

2010 ◽  
Vol 73 (10-12) ◽  
pp. 1587-1594 ◽  
Author(s):  
Lishan Qiao ◽  
Limei Zhang ◽  
Songcan Chen
Keyword(s):  
Discriminant Analysis ◽  
Empirical Study ◽  
Linear Discriminant Analysis ◽  
Linear Discriminant ◽  
Locality Preserving ◽  
Analysis Methods

Parameterized Discriminant Analysis Methods

2011 ◽  
pp. 78-105
Author(s):  
David Zhang ◽  
Fengxi Song ◽  
Yong Xu ◽  
Zhizhen Liang
Keyword(s):  
Discriminant Analysis ◽  
Linear Discriminant Analysis ◽  
Scatter Matrix ◽  
Linear Discriminant ◽  
Analysis Methods

In this chapter, we mainly present three kinds of weighted LDA methods. In Sections 5.1, 5.2 and 5.3, we respectively present parameterized direct linear discriminant analysis, weighted nullspace linear discriminant analysis and weighted LDA in the range of within-class scatter matrix. We offer a brief summery of the chapter in Section 5.4.

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