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In this paper, identification information is put into the distance measure, using this new distance measure instead of the Euclidean distance to construct k -neighbor, We propose a new improved supervised locally linear embedding method. The IS-LLE method can reduce the vectors dimension with keeping their original topology structure into a lower dimension space, the methods increases the margin of...
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