| Calibration transfer based on maximum margin criterion for qualitative analysis using Fourier transform infrared spectroscopy | |
Hu, Yong; Peng, Silong ; Bi, Yiming; et al.; Yong Hu
| |
| 发表期刊 | ANALYST
 |
| 2012 | |
| 卷号 | 137期号:137页码:5913-5918 |
| 文章类型 | Article |
| 摘要 | A traditional multivariate calibration transfer method such as piecewise direct standardization (PDS) is usually applied to quantitative analysis. To make the method apply to qualitative analysis of Fourier Transform Infrared spectroscopy (FTIR), we propose an improved calibration transfer method based on the maximum margin criterion (CTMMC). The new method not only considers the spectral changes under different conditions, but also takes into account the geometric characteristics of spectra from different classes, so the transformed spectra from different classes will be separated as far as possible, and this will improve the performance of the follow-up qualitative analysis. A comparative study is provided between the proposed method CTMMC and other traditional calibration transfer methods on two data sets. Experimental results show that the proposed method can achieve better performance than previous methods. |
| WOS标题词 | Science & Technology ; Physical Sciences |
| 关键词[WOS] | STANDARDIZATION ; SPECTRA ; INSTRUMENTS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS研究方向 | Chemistry |
| WOS类目 | Chemistry, Analytical |
| WOS记录号 | WOS:000311962100034 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.ia.ac.cn/handle/173211/2900 |
| 专题 | 智能制造技术与系统研究中心_多维数据分析（彭思龙）-技术团队 |
| 通讯作者 | Yong Hu |
| 推荐引用方式 GB/T 7714 | Hu, Yong,Peng, Silong,Bi, Yiming,et al. Calibration transfer based on maximum margin criterion for qualitative analysis using Fourier transform infrared spectroscopy[J]. ANALYST,2012,137(137):5913-5918. |
| APA | Hu, Yong,Peng, Silong,Bi, Yiming,et al.,&Yong Hu.(2012).Calibration transfer based on maximum margin criterion for qualitative analysis using Fourier transform infrared spectroscopy.ANALYST,137(137),5913-5918. |
| MLA | Hu, Yong,et al."Calibration transfer based on maximum margin criterion for qualitative analysis using Fourier transform infrared spectroscopy".ANALYST 137.137(2012):5913-5918. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Calibration transfer（1182KB） | 期刊论文 | 作者接受稿 | 暂不开放 | CC BY-NC-SA | ||
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