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Independent component analysis in non-hypothesis driven metabolomics: Improvement of pattern discovery and simplification of biological data interpretation demonstrated with plasma samples of exercising humans 期刊论文
JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2012, 卷号: 910, 页码: 156-162
Authors:  Li, Xiang;  Hansen, Jakob;  Zhao, Xinjie;  Lu, Xin;  Weigert, Cora;  Haering, Hans-Ulrich;  Pedersen, Bente K.;  Plomgaard, Peter;  Lehmann, Rainer;  Xu, Guowang;  RainerLehmann;  Xu GW(许国旺)
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Independent Component Analysis  Metabolomics  Exercise  Metabolic Profiling  Gc-ms  
Tree-based ensemble methods and their applications in analytical chemistry 期刊论文
TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2012, 卷号: 40, 页码: 158-167
Authors:  Cao, Dong-Sheng;  Xu, Qing-Song;  Zhang, Liang-Xiao;  Huang, Jian-Hua;  Liang, Yi-Zeng
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Chemometrics  Classification And Regression Tree (Cart)  Cluster Analysis  Complex Data  Ensemble Algorithm  Kernel Method  Outlier Detection  Pattern Analysis  Tree-based Ensemble  Variable Selection  
Discrimination of type 2 diabetes mellitus corresponding to different traditional Chinese medicine syndromes based on plasma fatty acid profiles and chemometric methods 期刊论文
JOURNAL OF ETHNOPHARMACOLOGY, 2012, 卷号: 143, 期号: 2, 页码: 463-468
Authors:  Xu, Wenjuan;  Zhang, Liangxiao;  Huang, Yuhong;  Yang, Qianxu;  Xiao, Hongbin;  Zhang, Deqin;  Xiao HB(肖红斌);  DeqinZhang
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Traditional Chinese Medicine  Syndrome Differentiation  Fatty Acid Profiles  Chemometrics  Diabetes Mellitus  
Colorimetric sensing of anions in water using ratiometric indicator-displacement assay 期刊论文
ANALYTICA CHIMICA ACTA, 2012, 卷号: 743, 页码: 1-8
Authors:  Feng, Liang;  Li, Hui;  Li, Xiao;  Chen, Liang;  Shen, Zheng;  Guan, Yafeng;  Feng L(冯亮);  Guan YF(关亚风)
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Colorimetric Anion Sensing  Ratiometric  Indicator-displacement Assay  Principal Component Analysis  Hierarchical Clustering Analysis  
Characterization of Rheumatoid Arthritis Subtypes Using Symptom Profiles, Clinical Chemistry and Metabolomics Measurements 期刊论文
PLOS ONE, 2012, 卷号: 7, 期号: 9, 页码: 443311
Authors:  van Wietmarschen, Herman A.;  Dai, Weidong;  van der Kooij, Anita J.;  Reijmers, Theo H.;  Schroen, Yan;  Wang, Mei;  Xu, Zhiliang;  Wang, Xinchang;  Kong, Hongwei;  Xu, Guowang;  Hankemeier, Thomas;  Meulman, Jacqueline J.;  van der Greef, Jan;  HermanAvanWietmarschen;  Xu GW(许国旺)
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Fatty acid metabolic profiles and biomarker discovery for type 2 diabetes mellitus using graphical index of separation combined with principal component analysis and partial least squares-discriminant analysis 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2012, 卷号: 118, 页码: 173-179
Authors:  Xu, Wenjuan;  Zhang, Liangxiao;  Huang, Yuhong;  Yang, Qianxu;  Xiao, Hongbin;  Zhang, Deqin;  Xiao HB(肖红斌);  DeqinZhang
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Fatty Acid Metabolic Profile  Potential Biomarker  Type 2 Diabetes Mellitus  Graphical Index Of Separation (Gios)  Partial Least Squares-discriminant Analysis (Pls-da)  
Chip-based nanoflow high performance liquid chromatography coupled to mass spectrometry for profiling of soybean flavonoids 期刊论文
ELECTROPHORESIS, 2012, 卷号: 33, 期号: 15, 页码: 2399-2406
Authors:  Chang, Yuwei;  Zhao, Chunxia;  Wu, Zeming;  Zhou, Jia;  Zhao, Sumin;  Lu, Xin;  Xu, Guowang;  Zhao CX(赵春霞)
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Flavonoids  Hplc-chip  Ms  Metabolic Profiling  Soybean  
MultiDA: Chemometric software for multivariate data analysis based on Matlab 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2012, 卷号: 116, 页码: 1-8
Authors:  Yang, Qianxu;  Zhang, Liangxiao;  Wang, Longxing;  Xiao, Hongbin;  Xiao HB(肖红斌)
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Chemometrics Software  Matlab  Multivariate Analysis  Metabolomics/metabonomics  Multi-model Comparison  
Kernel k-nearest neighbor algorithm as a flexible SAR modeling tool 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2012, 卷号: 114, 页码: 19-23
Authors:  Cao, Dong-Sheng;  Huang, Jian-Hua;  Yan, Jun;  Zhang, Liang-Xiao;  Hu, Qian-Nan;  Xu, Qing-Song;  Liang, Yi-Zeng
Favorite  |  View/Download:32/0  |  Submit date:2015/11/13
K-nearest Neighbor (K-nn)  Kernel Methods  String Kernel  Structure-activity Relationship (Sar)  
Neutral losses: A type of important variables in prediction of branching degree for acyclic alkenes from mass spectra 期刊论文
ANALYTICA CHIMICA ACTA, 2012, 卷号: 720, 页码: 16-21
Authors:  Zhang, Liangxiao;  Fan, Wei;  Cao, Dongsheng;  Zeng, Maomao;  Xiao, Hongbin;  Liang, Yizeng;  YizengLiang
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Dissimilarity Analysis  Acyclic Alkene  Neutral Loss  Mass Spectra  Branching Degree Predictor