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2009 WRI World Congress on Computer Science and Information Engineering
Differential Evolutionary CLARANS on Manifold
Los Angeles, California USA
March 31-April 02
ISBN: 978-0-7695-3507-4
The purpose of this paper is to propose new clustering technique on manifolds. This is achieved mainly with the help of tangent spaces that are determined by manifold learning. We embed a new searching algorithm based on differential evolution (DE). We present a simple convergence analysis with a design of experimental framework.
Index Terms:
Cluster analysis, manifold, data mining, Differential Evolution, tangent space
Citation:
Xiyu Liu, Yinghong Ma, "Differential Evolutionary CLARANS on Manifold," csie, vol. 4, pp.631-635, 2009 WRI World Congress on Computer Science and Information Engineering, 2009
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