Qing-Song Xu

Overview

Best Publications

• Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration.

  Hongdong Li;Yizeng Liang;Qingsong Xu;Dongsheng Cao

  1746
  Citations

• Monte Carlo cross validation

  Qing-Song Xu;Yi-Zeng Liang

  1157
  Citations

• propy: a tool to generate various modes of Chou’s PseAAC

  Dong-Sheng Cao;Qing-Song Xu;Yi-Zeng Liang

  516
  Citations

• Support vector machines and its applications in chemistry

  Hongdong Li;Yizeng Liang;Qingsong Xu

  405
  Citations

• Uniform design and its applications in chemistry and chemical engineering

  Yi-zeng Liang;Kai-tai Fang;Qing-song Xu

  332
  Citations

• protr/ProtrWeb: R package and web server for generating various numerical representation schemes of protein sequences

  Nan Xiao;Dong-Sheng Cao;Min-Feng Zhu;Qing-Song Xu

  326
  Citations

• Random frog: An efficient reversible jump Markov Chain Monte Carlo-like approach for variable selection with applications to gene selection and disease classification

  Hong-Dong Li;Qing-Song Xu;Yi-Zeng Liang

  314
  Citations

• libPLS: An integrated library for partial least squares regression and linear discriminant analysis

  Hong-Dong Li;Qing-Song Xu;Yi-Zeng Liang

  267
  Citations

• Monte Carlo cross-validation for selecting a model and estimating the prediction error in multivariate calibration

  Qing-Song Xu;Yi-Zeng Liang;Yi-Ping Du

  267
  Citations

• ChemoPy: freely available python package for computational biology and chemoinformatics

  Dong-Sheng Cao;Qing-Song Xu;Qian-Nan Hu;Yi-Zeng Liang

  265
  Citations

• A strategy that iteratively retains informative variables for selecting optimal variable subset in multivariate calibration.

  Yong-Huan Yun;Wei-Ting Wang;Min-Li Tan;Yi-Zeng Liang

  247
  Citations

• An efficient method of wavelength interval selection based on random frog for multivariate spectral calibration.

  Yong-Huan Yun;Hong-Dong Li;Leslie R. E. Wood;Wei Fan

  210
  Citations

• Determination of total antioxidant capacity in green tea by near-infrared spectroscopy and multivariate calibration.

  M.H. Zhang;J. Luypaert;J.A. Fernández Pierna;Q.S. Xu

  184
  Citations

• A new strategy of outlier detection for QSAR/QSPR.

  Dong-Sheng Cao;Yi-Zeng Liang;Qing-Song Xu;Hong-Dong Li

  179
  Citations

• Rcpi: R/Bioconductor package to generate various descriptors of proteins, compounds and their interactions

  Dong-Sheng Cao;Nan Xiao;Qing-Song Xu;Alex F. Chen

  157
  Citations

• Model population analysis for variable selection

  Hong-Dong Li;Yi-Zeng Liang;Qing-Song Xu;Dong-Sheng Cao

  151
  Citations

• Gas chromatography–mass spectrometry and chemometric resolution applied to the determination of essential oils in Cortex Cinnamomi

  Fan Gong;Yi-Zeng Liang;Qing-Song Xu;Foo-Tim Chau

  147
  Citations

• A hybrid variable selection strategy based on continuous shrinkage of variable space in multivariate calibration.

  Yong-Huan Yun;Yong-Huan Yun;Jun Bin;Dong-Li Liu;Lin Xu

  145
  Citations

• The boosting: A new idea of building models

  Dong-Sheng Cao;Qing-Song Xu;Yi-Zeng Liang;Liang-Xiao Zhang

  143
  Citations

• Development, optimization and validation of a fingerprint of Ginkgo biloba extracts by high-performance liquid chromatography.

  Yi-Bing Ji;Qing-Song Xu;Yu-Zhu Hu;Yvan Vander Heyden

  142
  Citations

• Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

  Hong Wang;Qingsong Xu;Lifeng Zhou

  112
  Citations

• Multivariate Adaptive Regression Splines (MARS) in chromatographic quantitative structure-retention relationship studies

  R. Put;Q.S. Xu;Q.S. Xu;D.L. Massart;Y. Vander Heyden

  109
  Citations