兰州大学机构库

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Prediction of the isoelectric point of an amino acid based on GA-PLS and SVMs 期刊论文
J CHEM INF COMP SCI, 2004, 卷号: 44, 期号: 1
Authors:  Liu, HX;  Zhang, RS(张瑞生);  Yao, XJ(姚小军);  Liu, MC;  Hu, ZD(胡之德);  Fan, BT;  Zhang, RS (reprint author), Lanzhou Univ, Dept Chem, Lanzhou 730000, Peoples R China.
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The accurate QSPR models to predict the bioconcentration factors of nonionic organic compounds based on the heuristic method and support vector machine 期刊论文
CHEMOSPHERE, 2006, 卷号: 63, 期号: 5
Authors:  Liu, HX;  Yao, XJ(姚小军);  Zhang, RS(张瑞生);  Liu, MC;  Hu, ZD(胡之德);  Fan, BT;  Yao, XJ (reprint author), Lanzhou Univ, Dept Chem, Lanzhou 730000, Peoples R China.
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bioconcentration factors  QSPR  support vector machine  heuristic method  
Comparative study of QSAR/QSPR correlations using support vector machines, radial basis function neural networks, and multiple linear regression 期刊论文
J CHEM INF COMP SCI, 2004, 卷号: 44, 期号: 4
Authors:  Yao, XJ(姚小军);  Panaye, A;  Doucet, JP;  Zhang, RS(张瑞生);  Chen, HF;  Liu, MC;  Hu, ZD(胡之德);  Fan, BT;  Fan, BT (reprint author), Univ Paris 07, ITODYS, CNRS, UMR 7086, 1 Rue Guy Brosse, F-75005 Paris, France.
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Quantitative prediction of logk of peptides in high-performance liquid chromatography based on molecular descriptors by using the heuristic method and support vector machine 期刊论文
J CHEM INF COMP SCI, 2004, 卷号: 44, 期号: 6
Authors:  Liu, HX;  Xue, CX;  Zhang, RS(张瑞生);  Yao, XJ(姚小军);  Liu, MC;  Hu, ZD(胡之德);  Fan, BT;  Hu, ZD (reprint author), Lanzhou Univ, Dept Chem, Lanzhou 730000, Peoples R China.
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Comparative classification study of toxicity mechanisms using support vector machines and radial basis function neural networks 期刊论文
ANALYTICA CHIMICA ACTA, 2005, 卷号: 535, 期号: 1-2
Authors:  Yao, XJ(姚小军);  Panaye, A;  Doucet, JP;  Chen, HF;  Zhang, RS(张瑞生);  Fan, BT;  Liu, MC;  Hu, ZD(胡之德);  Fan, BT (reprint author), Univ Paris 07, CNRS, ITODYS, UMR 7086, 1,Rue Guy Brosse, F-75005 Paris, France.
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support vector machine  radial basis function neural network  classification  toxicity  phenols  narcosis mechanism  
Study on adsorption behavior of volatile and semivolatile organic vapors to air-dry soils based on QSPR methods 期刊论文
ENVIRONMENTAL POLLUTION, 2007, 卷号: 147, 期号: 1
Authors:  Liu, HX;  Yao, XJ(姚小军);  Liu, MC;  Hu, ZD(胡之德);  Fan, BT;  Yao, XJ (reprint author), Lanzhou Univ, Dept Chem, Lanzhou 730000, Peoples R China.
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adsorption constant  QSPR  support vector machine  MLR  
Diagnosing breast cancer based on support vector machines 期刊论文
J CHEM INF COMP SCI, 2003, 卷号: 43, 期号: 3
Authors:  Liu, HX;  Zhang, RS(张瑞生);  Luan, F;  Yao, XJ(姚小军);  Liu, MC;  Hu, ZD(胡之德);  Fan, BT;  Zhang, RS (reprint author), Lanzhou Univ, Dept Chem, Lanzhou 730000, Peoples R China.
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Using Cost-Sensitive Learning and Feature Selection Algorithms to Improve the Performance of Imbalanced Classification 期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 69979-69996
Authors:  Feng, Fang;  Li, Kuan-Ching;  Shen, Jun;  Zhou, QG(周庆国);  Yang, Xuhui
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Feature extraction  Support vector machines  Linear programming  Credit cards  Prediction algorithms  Indexes  Licenses  
Structure-activity relationship study of oxindole-based inhibitors of cyclin-dependent kinases based on least-squares support vector machines 期刊论文
ANALYTICA CHIMICA ACTA, 2007, 卷号: 581, 期号: 2
Authors:  Li, JZ;  Liu, HX;  Yao, XJ(姚小军);  Liu, MC;  Hu, ZD(胡之德);  Fan, BT;  Yao, XJ (reprint author), Lanzhou Univ, Dept Chem, Lanzhou 730000, Peoples R China.
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structure-activity relationship (SAR)  cyclin-dependent kinases (CDKs)  inhibitor  linear discriminant analysis (LDA)  least-squares support vector machines (LS-SVMs)  oxindole  
QSAR and classification models of a novel series of COX-2 selective inhibitors: 1,5-diarylimidazoles based on support vector machines 期刊论文
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2004, 卷号: 18, 期号: 6
Authors:  Liu, HX;  Zhang, RS(张瑞生);  Yao, XJ(姚小军);  Liu, MC;  Hu, ZD(胡之德);  Fan, BT;  Zhang, RS (reprint author), Lanzhou Univ, Dept Chem, Lanzhou 730000, Peoples R China.
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classification  COX-2 selective inhibitors  drug design  drug screening  QSAR  SVM