Analysis of Liquor Flavor Spectra and Pattern Recognition Computation
文献类型：期刊论文
| 作者 | Jiang An1; Peng Jiang-tao1; Peng Si-long1 ; Wei Ji-ping2; Li Chang-wen2
|
| 刊名 | SPECTROSCOPY AND SPECTRAL ANALYSIS
 |
| 出版日期 | 2010-04-01 |
| 卷号 | 30期号:4页码:920-923 |
| 关键词 | Infrared spectroscopy Liquor flavor discrimination Pattern classification Gaussian classification Learning vector quantization |
| 英文摘要 | Chinese liquor is a complex mixture and contains a large amount of microconstituents, which affects the quality and flavor of liquor. In order to discriminate liquor flavors rapidly, the spectra of liquors were obtained by FTIR and employed as the input patterns of pattern classification algorithms, then liquor flavor discrimination models were built. This paper introduces liquor flavor pattern recognition algorithms comprehensively and systematically for the first time, and the algorithms contain statistical classifications (linear discriminant function, quadratic discriminant function, regularized discriminant analysis, and K nearest neighbor), prototype learning algorithm (learning vector quantization), support vector machine and adaboost algorithm. Experimental results show that the liquor flavor classification algorithms demonstrate good performance and achieve high accuracy, recognition rate and rejection rate. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Spectroscopy |
| 研究领域[WOS] | Spectroscopy |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000276506100013 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/2895]  |
| 专题 | 自动化研究所_智能制造技术与系统研究中心_多维数据分析团队 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 2.Tianshili Grp, Food Res Inst, Tianjin 300410, Peoples R China |
| 推荐引用方式 GB/T 7714 | Jiang An,Peng Jiang-tao,Peng Si-long,et al. Analysis of Liquor Flavor Spectra and Pattern Recognition Computation[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS,2010,30(4):920-923. |
| APA | Jiang An,Peng Jiang-tao,Peng Si-long,Wei Ji-ping,&Li Chang-wen.(2010).Analysis of Liquor Flavor Spectra and Pattern Recognition Computation.SPECTROSCOPY AND SPECTRAL ANALYSIS,30(4),920-923. |
| MLA | Jiang An,et al."Analysis of Liquor Flavor Spectra and Pattern Recognition Computation".SPECTROSCOPY AND SPECTRAL ANALYSIS 30.4(2010):920-923. |
入库方式： OAI收割
来源：自动化研究所
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