Liu M - Search Results

1

Support vector machine and the heuristic method to predict the solubility of hydrocarbons in electrolyte.

Ma W, Zhang X, Luan F, Zhang H, Zhang R, Liu M, Hu Z, Fan BT. Ma W, et al. Among authors: liu m. J Phys Chem A. 2005 Apr 21;109(15):3485-92. doi: 10.1021/jp0501446. J Phys Chem A. 2005. PMID: 16833686

2

Prediction of pK(a) for neutral and basic drugs based on radial basis function Neural networks and the heuristic method.

Luan F, Ma W, Zhang H, Zhang X, Liu M, Hu Z, Fan B. Luan F, et al. Among authors: liu m. Pharm Res. 2005 Sep;22(9):1454-60. doi: 10.1007/s11095-005-6246-8. Epub 2005 Aug 24. Pharm Res. 2005. PMID: 16132357

3

The accurate QSPR models to predict the bioconcentration factors of nonionic organic compounds based on the heuristic method and support vector machine.

Liu H, Yao X, Zhang R, Liu M, Hu Z, Fan B. Liu H, et al. Among authors: liu m. Chemosphere. 2006 May;63(5):722-33. doi: 10.1016/j.chemosphere.2005.08.031. Epub 2005 Oct 14. Chemosphere. 2006. PMID: 16226786

4

Prediction of milk/plasma drug concentration (M/P) ratio using support vector machine (SVM) method.

Zhao C, Zhang H, Zhang X, Zhang R, Luan F, Liu M, Hu Z, Fan B. Zhao C, et al. Among authors: liu m. Pharm Res. 2006 Jan;23(1):41-8. doi: 10.1007/s11095-005-8716-4. Epub 2006 Nov 30. Pharm Res. 2006. PMID: 16308669

5

Accurate quantitative structure-property relationship model to predict the solubility of C60 in various solvents based on a novel approach using a least-squares support vector machine.

Liu H, Yao X, Zhang R, Liu M, Hu Z, Fan B. Liu H, et al. Among authors: liu m. J Phys Chem B. 2005 Nov 3;109(43):20565-71. doi: 10.1021/jp052223n. J Phys Chem B. 2005. PMID: 16853662

6

Prediction of retention times for a large set of pesticides or toxicants based on support vector machine and the heuristic method.

Li X, Luan F, Si H, Hu Z, Liu M. Li X, et al. Among authors: liu m. Toxicol Lett. 2007 Dec 10;175(1-3):136-44. doi: 10.1016/j.toxlet.2007.10.005. Epub 2007 Oct 18. Toxicol Lett. 2007. PMID: 18024009

7

QSAR models for the prediction of binding affinities to human serum albumin using the heuristic method and a support vector machine.

Xue CX, Zhang RS, Liu HX, Yao XJ, Liu MC, Hu ZD, Fan BT. Xue CX, et al. Among authors: liu hx, liu mc. J Chem Inf Comput Sci. 2004 Sep-Oct;44(5):1693-700. doi: 10.1021/ci049820b. J Chem Inf Comput Sci. 2004. PMID: 15446828

8

Quantitative prediction of logk of peptides in high-performance liquid chromatography based on molecular descriptors by using the heuristic method and support vector machine.

Liu HX, Xue CX, Zhang RS, Yao XJ, Liu MC, Hu ZD, Fan BT. Liu HX, et al. Among authors: liu mc. J Chem Inf Comput Sci. 2004 Nov-Dec;44(6):1979-86. doi: 10.1021/ci049891a. J Chem Inf Comput Sci. 2004. PMID: 15554667

9

The prediction of human oral absorption for diffusion rate-limited drugs based on heuristic method and support vector machine.

Liu HX, Hu RJ, Zhang RS, Yao XJ, Liu MC, Hu ZD, Fan BT. Liu HX, et al. Among authors: liu mc. J Comput Aided Mol Des. 2005 Jan;19(1):33-46. doi: 10.1007/s10822-005-0095-8. J Comput Aided Mol Des. 2005. PMID: 16059665

10

Application of support vector machine (SVM) for prediction toxic activity of different data sets.

Zhao CY, Zhang HX, Zhang XY, Liu MC, Hu ZD, Fan BT. Zhao CY, et al. Among authors: liu mc. Toxicology. 2006 Jan 16;217(2-3):105-19. doi: 10.1016/j.tox.2005.08.019. Epub 2005 Oct 5. Toxicology. 2006. PMID: 16213080

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