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Strategies for structure elucidation of small molecules using gas chromatography-mass spectrometric data 期刊论文
TrAC - Trends in Analytical Chemistry, 2013, 卷号: 47, 页码: 37-46
作者:  Zhang, Liangxiao*;  Tang, Chunlan;  Cao, Dongsheng;  Zeng, Yingxu;  Tan, Binbin
收藏  |  浏览/下载:4/0  |  提交时间:2019/12/03
AI  Artificial intelligence  CASE  Computer-aided structure elucidation  CI  Chemical ionization  DA  Dissimilarity analysis  ECL  Equivalent chain length  EI  Electron ionization or electron impact  FAME  Fatty-acid methyl ester  FCL  Fraction chain length  GC-MS  Gas chromatography-mass spectrometry  IR  Infrared  KNN  K-nearest neighbor  LDA  Linear discriminant analysis  m/z  Mass-to-charge ratio  NIST  National Institute of Standards and Technology  NMR  Nuclear magnetic resonance  PCA  Principal component analysis  PLS-DA  Partial least squares discriminant analysis  PUFA  Polyunsaturated fatty acid  QSAR  Quantitative structure-activity relationship  RI  Retention index  RT  Retention time  SVM  Support vector machine  TOF  Time-of-flight  UFA  Unsaturated fatty acid  UV  Ultraviolet  Gas chromatography coupled to mass spectrometry (GC-MS)  Data mining  Identification accuracy  Information extraction  Mass spectral characteristics  Mass spectral transfer  Multivariate analysis  Retention index (RI)  Small molecule  Structure elucidation  
Establishment of reliable mass spectra and retention indices library: Identification of fatty acids in human plasma without authentic standards 期刊论文
Talanta, 2012, 卷号: 88, 页码: 311-317
作者:  Zhang, Liangxiao;  Tan, Binbin;  Zeng, Maomao;  Lu, Hongmei;  Liang, Yizeng*
收藏  |  浏览/下载:1/0  |  提交时间:2019/12/03
Dissimilarity analysis and automatic identification of monomethylalkanes from gas chromatography mass spectrometry data 1. Principle and protocols 期刊论文
Journal of Chromatography A, 2009, 卷号: 1216, 期号: 27, 页码: 5272-5283
作者:  Zhang, Liangxiao;  Liang, Yizeng*
收藏  |  浏览/下载:3/0  |  提交时间:2019/12/03
Selection of neutral losses and characteristic ions for mass spectral classifier 期刊论文
Analyst, 2009, 卷号: 134, 期号: 8, 页码: 1717-1724
作者:  Zhang, Liangxiao;  Liang, Yizeng*;  Chen, Aiming
收藏  |  浏览/下载:1/0  |  提交时间:2019/12/03
Interpretation of the characteristic fragmentation mechanisms through determining the initial ionization site by natural spin density: A study on the derivatives of tryptophan and tryptamine 期刊论文
International Journal of Mass Spectrometry, 2009, 卷号: 286, 期号: 2-3, 页码: 112-121
作者:  Ouyang, Yong-Zhong;  Liang, Yi-Zeng*;  Li, Shuhua;  Luo, Xiao;  Zhang, Liangxiao
收藏  |  浏览/下载:9/0  |  提交时间:2019/12/03


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