Abstract: Xu et al (A novel method for Fisher discriminant Analysis. Pattern Recognition, 2004, 37 (2): 381-384) proposed an interesting Fisher discriminant analysis method that not only requires that ...

This study introduces a new linear discriminant method, called Depth Linear Discriminant Analysis (D-LDA), to enhance the robustness of the original LDA. D-LDA systematically integrates the matrix ...

Department of Mathematics, Computer and Information Sciences,Mississippi Valley State University, Itta Bena, USA. The Center for Advanced Computer Studies, University of Louisiana at Lafayette, ...

ABSTRACT: For the kernel K-mean cluster method is run in an implicit feature space, the initial and iterative cluster centers cannot be defined explicitly. Against the deficiency of the initial ...