An Optimal Classification Method for Biological and Medical Data
| dc.citation.woscount | 1 | |
| dc.contributor.author | Huang, Yao-Huei | en_US |
| dc.contributor.author | Ko, Yu-Chien | en_US |
| dc.contributor.author | Lu, Hao-Chun | en_US |
| dc.contributor.department | 資訊管理與財務金融系 註：原資管所+財金所 | zh_TW |
| dc.contributor.department | Department of Information Management and Finance | en_US |
| dc.date.accessioned | 2014-12-08T15:22:56Z | |
| dc.date.available | 2014-12-08T15:22:56Z | |
| dc.date.issued | 2012 | en_US |
| dc.description.abstract | 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. | en_US |
| dc.identifier.doi | 398232 | en_US |
| dc.identifier.issn | 1024-123X | en_US |
| dc.identifier.journal | MATHEMATICAL PROBLEMS IN ENGINEERING | en_US |
| dc.identifier.uri | http://dx.doi.org/398232 | en_US |
| dc.identifier.uri | https://ir.lib.nycu.edu.tw/handle/11536/16175 | |
| dc.identifier.wosnumber | WOS:000303737600001 | |
| dc.language.iso | en_US | en_US |
| dc.title | An Optimal Classification Method for Biological and Medical Data | en_US |
| dc.type | Article | en_US |