Neural Network-molecular Descriptors Approach to the Prediction of Properties of Alkenes. - Ruisheng Zhang; Shuhui Liu; Mancang Liu; Zhide Hu (Comput. Chem., 1997)

Neural Network-Topological Indices Approach to the Prediction of Properties of Alkene. - Shuhui Liu; Ruisheng Zhang; Mancang Liu; Zhide Hu (J. Chem. Inf. Comput. Sci., 1997)

Large Artificial Neural Networks Applied to the Prediction of Retention Indices of Acyclic and Cyclic Alkanes, Alkenes, Alcohols, Esters, Ketones and Ethers. - Aixia Yan; Ruisheng Zhang; Mancang Liu; Zhide Hu; Martin A. Hooper; Zhengfeng Zhao (Comput. Chem., 1998)

Prediction of Enthalpy of Alkanes by the Use of Radial Basis Function Neural Networks. - Xiaojun Yao; Xiaoyun Zhang; Ruisheng Zhang; Mancang Liu; Zhide Hu; Bo Tao Fan (Comput. Chem., 2001)

Prediction of Programmed-temperature Retention Values of Naphthas by Wavelet Neural Networks. - Xiaoyun Zhang; Jianhua Qi; Ruisheng Zhang; Mancang Liu; Zhide Hu; Huifeng Xue; Bo Tao Fan (Comput. Chem., 2001)

Radial Basis Function Neural Network Based QSPR for the Prediction of Critical Pressures of Substituted Benzenes. - Xiaojun Yao; Xiaoyun Zhang; Ruisheng Zhang; Mancang Liu; Zhide Hu; Bo Tao Fan (Comput. Chem., 2002)

Quantitative Prediction of Liquid Chromatography Retention of N-Benzylideneanilines Based on Quantum Chemical Parameters and Radial Basis Function Neural Network. - Y. H. Xiang; Mancang Liu; X. Y. Zhang; Ruisheng Zhang; Zhide Hu; Bo Tao Fan; Jean-Pierre Doucet; Annick Panaye (J. Chem. Inf. Comput. Sci., 2002)

Diagnosing Breast Cancer Based on Support Vector Machines. - Huanxiang Liu; Ruisheng Zhang; Feng Luan; Xiaojun Yao; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Chem. Inf. Comput. Sci., 2003)

QSAR Study of Ethyl 2-[(3-Methyl-2, 5-dioxo(3-pyrrolinyl))amino]-4-(trifluoromethyl) pyrimidine-5-carboxylate: An Inhibitor of AP-1 and NF-B Mediated Gene Expression Based on Support Vector Machines. - Huanxiang Liu; Ruisheng Zhang; Xiaojun Yao; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Chem. Inf. Comput. Sci., 2003)

QSAR and classification models of a novel series of COX-2 selective inhibitors: 1, 5-diarylimidazoles based on support vector machines. - Huanxiang Liu; Ruisheng Zhang; Xiaojun Yao; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Comput. Aided Mol. Des., 2004)

Quantitative Prediction of logk of Peptides in High-Performance Liquid Chromatography Based on Molecular Descriptors by Using the Heuristic Method and Support Vector Machine. - Huanxiang Liu; C. X. Xue; Ruisheng Zhang; Xiaojun Yao; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Chem. Inf. Model., 2004)

Prediction of the Isoelectric Point of an Amino Acid Based on GA-PLS and SVMs. - Huanxiang Liu; Ruisheng Zhang; Xiaojun Yao; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Chem. Inf. Model., 2004)

Study of the Quantitative Structure-Mobility Relationship of Carboxylic Acids in Capillary Electrophoresis Based on Support Vector Machines. - C. X. Xue; Ruisheng Zhang; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Chem. Inf. Model., 2004)

Support Vector Machines-Based Quantitative Structure-Property Relationship for the Prediction of Heat Capacity. - C. X. Xue; Ruisheng Zhang; Huanxiang Liu; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Chem. Inf. Model., 2004)

An Accurate QSPR Study of O-H Bond Dissociation Energy in Substituted Phenols Based on Support Vector Machines. - C. X. Xue; Ruisheng Zhang; Huanxiang Liu; Xiaojun Yao; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Chem. Inf. Model., 2004)

QSAR Models for the Prediction of Binding Affinities to Human Serum Albumin Using the Heuristic Method and a Support Vector Machine. - C. X. Xue; Ruisheng Zhang; Huanxiang Liu; Xiaojun Yao; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Chem. Inf. Model., 2004)

Comparative Study of QSAR/QSPR Correlations Using Support Vector Machines, Radial Basis Function Neural Networks, and Multiple Linear Regression. - Xiaojun Yao; Annick Panaye; Jean-Pierre Doucet; Ruisheng Zhang; Haifeng Chen; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Chem. Inf. Model., 2004)

Diagnosing Anorexia Based on Partial Least Squares, Back Propagation Neural Network, and Support Vector Machines. - C. Y. Zhao; Ruisheng Zhang; Huanxiang Liu; C. X. Xue; S. G. Zhao; X. F. Zhou; Mancang Liu; Bo Tao Fan (J. Chem. Inf. Model., 2004)

The prediction of human oral absorption for diffusion rate-limited drugs based on heuristic method and support vector machine. - Huanxiang Liu; Rongjing Hu; Ruisheng Zhang; Xiaojun Yao; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Comput. Aided Mol. Des., 2005)

Prediction of the tissue/blood partition coefficients of organic compounds based on the molecular structure using least-squares support vector machines. - Huanxiang Liu; Xiaojun Yao; Ruisheng Zhang; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Comput. Aided Mol. Des., 2005)

Prediction of standard Gibbs energies of the transfer of peptide anions from aqueous solution to nitrobenzene based on support vector machine and the heuristic method. - Feng Luan; Xiaoyun Zhang; Haixia Zhang; Ruisheng Zhang; Mancang Liu; Zhide Hu; Bo Tao Fan (J. Comput. Aided Mol. Des., 2006)

QSAR study of malonyl-CoA decarboxylase inhibitors using GA-MLR and a new strategy of consensus modeling. - Jiazhong Li; Beilei Lei; Huanxiang Liu; Shuyan Li; Xiaojun Yao; Mancang Liu; Paola Gramatica (J. Comput. Chem., 2008)

A new strategy to improve the predictive ability of the local lazy regression and its application to the QSAR study of melanin-concentrating hormone receptor 1 antagonists. - Jiazhong Li; Shuyan Li; Beilei Lei; Huanxiang Liu; Xiaojun Yao; Mancang Liu; Paola Gramatica (J. Comput. Chem., 2010)