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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
Favorite  |  View/Download:25/0  |  Submit date:2015/11/09
Chemometrics  Classification And Regression Tree (Cart)  Cluster Analysis  Complex Data  Ensemble Algorithm  Kernel Method  Outlier Detection  Pattern Analysis  Tree-based Ensemble  Variable Selection  
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)  
Comparison of quantitative structure-retention relationship models on four stationary phases with different polarity for a diverse set of flavor compounds 期刊论文
JOURNAL OF CHROMATOGRAPHY A, 2012, 卷号: 1223, 页码: 118-125
Authors:  Yan, Jun;  Cao, Dong-Sheng;  Guo, Fang-Qiu;  Zhang, Liang-Xiao;  He, Min;  Huang, Jian-Hua;  Xu, Qing-Song;  Liang, Yi-Zeng
Favorite  |  View/Download:31/0  |  Submit date:2015/11/09
Quantitative Structure-retention Relationship (Qsrr)  Retention Index  Flavor Compounds  Polarity