Computer Science and Information Engineering, World Congress on (2009)
Los Angeles, California USA
Mar. 31, 2009 to Apr. 2, 2009
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CSIE.2009.11
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.
Cluster analysis, manifold, data mining, Differential Evolution, tangent space
Xiyu Liu, Yinghong Ma, "Differential Evolutionary CLARANS on Manifold", Computer Science and Information Engineering, World Congress on, vol. 04, no. , pp. 631-635, 2009, doi:10.1109/CSIE.2009.11