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Pattern representation in feature extraction and classifier design: matrix versus vector

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The matrix, as an extended pattern representation to the vector, has proven to be effective in feature extraction. However, the subsequent classifier following the matrix-pattern- oriented feature extraction is generally still based on the vector pattern repre... ...