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Differential Evolutionary CLARANS on Manifold

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2 Author(s)
Xiyu Liu ; Sch. of Manage. & Econ., Shandong Normal Univ., Jinan, China ; Yinghong Ma

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.

Published in:

Computer Science and Information Engineering, 2009 WRI World Congress on  (Volume:4 )

Date of Conference:

March 31 2009-April 2 2009