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Los Angeles, CA
March 31, 2009 to April 2, 2009
ISBN: 978-0-7695-3507-4
pp: 631-635
ABSTRACT
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, 2009, 2009 WRI World Congress on Computer Science and Information Engineering, CSIE, 2009 WRI World Congress on Computer Science and Information Engineering, CSIE 2009, pp. 631-635, doi:10.1109/CSIE.2009.11
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