FANG Jinglong, WANG Wanliang, WANG Xingqi, LONG Zhe, LIANG Dongsheng, ZHOU Qili. A SVDD Method Based on Maximum Distance between Two Centers of Spheres[J]. Chinese Journal of Electronics, 2012, 21(1): 107-111.
Citation: FANG Jinglong, WANG Wanliang, WANG Xingqi, LONG Zhe, LIANG Dongsheng, ZHOU Qili. A SVDD Method Based on Maximum Distance between Two Centers of Spheres[J]. Chinese Journal of Electronics, 2012, 21(1): 107-111.

A SVDD Method Based on Maximum Distance between Two Centers of Spheres

  • Received Date: 2010-11-01
  • Rev Recd Date: 2011-03-01
  • Publish Date: 2012-01-05
  • On the base of the method of Support vector data description (SVDD), this paper proposes a SVDD method based on maximum distance between two centers of spheres. It applies two hyperspheres to separate two kinds of training instance and maximize distance between two centers of hyperspheres at the same time. Experimental results show that the method is effective, especially for unbalance problem, our method can get better results than all other methods.
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      沈阳化工大学材料科学与工程学院 沈阳 110142

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