標題: An Optimal Classification Method for Biological and Medical Data
作者: Huang, Yao-Huei
Ko, Yu-Chien
Lu, Hao-Chun
資訊管理與財務金融系 註:原資管所+財金所
Department of Information Management and Finance
公開日期: 2012
摘要: This paper proposes a union of hyperspheres by the mixed-integer nonlinear program to classify biological and medical datasets. A classifying program with nonlinear terms uses piecewise linearization technique to obtain a global optimum. The numerical examples illustrate that the proposed method can obtain the global optimum more effectively than current methods.
URI: http://hdl.handle.net/11536/16175
http://dx.doi.org/398232
ISSN: 1024-123X
DOI: 398232
期刊: MATHEMATICAL PROBLEMS IN ENGINEERING
顯示於類別:期刊論文


文件中的檔案:

  1. 000303737600001.pdf