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Qing-Song Xu · SciRah

Researcher profile · Semantic Scholar

Qing-Song Xu

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Qing-Song Xu — researcher profile on SciRah

h-index: 41
Works: 129
Citations: 9,060

Most-cited papers

Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration.
Hongdong Li, Yi-Zeng Liang, Qing-Song Xu, Dong-Sheng Cao
2009Analytica Chimica Acta1,651 citations
Semantic Scholar
propy: a tool to generate various modes of Chou's PseAAC
Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang
2013Bioinform.466 citations Open access
Semantic Scholar
protr/ProtrWeb: R package and web server for generating various numerical representation schemes of protein sequences
N. Xiao, Dong-Sheng Cao, Min-Feng Zhu, Qing-Song Xu
2015Bioinform.284 citations Open access
Semantic Scholar
libPLS: An integrated library for partial least squares regression and linear discriminant analysis
Hong-Dong Li, Qing-Song Xu, Yi-Zeng Liang
2018281 citations
Semantic Scholar
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
2012Analytica Chimica Acta267 citations
Semantic Scholar
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 +4 more
2014Analytica Chimica Acta229 citations
Semantic Scholar
ChemoPy: freely available python package for computational biology and chemoinformatics
Dong-Sheng Cao, Qing-Song Xu, Qian-Nan Hu, Yi-Zeng Liang
2013Bioinform.217 citations Open access
Semantic Scholar
Using variable combination population analysis for variable selection in multivariate calibration.
Yong-Huan Yun, Wei-Ting Wang, Bai-Chuan Deng, Guang-Bi Lai +5 more
2015Analytica Chimica Acta210 citations Open access
Semantic Scholar
An efficient method of wavelength interval selection based on random frog for multivariate spectral calibration.
Yong-Huan Yun, Hong-Dong Li, L. Wood, Wei Fan +4 more
2013Spectrochimica Acta Part A - Molecular and Biomolecular Spectroscopy195 citations
Semantic Scholar
A hybrid variable selection strategy based on continuous shrinkage of variable space in multivariate calibration.
Yong-Huan Yun, Jun Bin, Dong-Li Liu, Lin Xu +3 more
2019Analytica Chimica Acta143 citations
Semantic Scholar
Rcpi: R/Bioconductor package to generate various descriptors of proteins, compounds and their interactions
Dong-Sheng Cao, N. Xiao, Qing-Song Xu, Alex F. Chen
2015Bioinform.129 citations Open access
Semantic Scholar
Model population analysis for variable selection
Hong-Dong Li, Yi-Zeng Liang, Qing-Song Xu, Dong-Sheng Cao
2010127 citations Open access
Semantic Scholar
Large-scale prediction of drug-target interactions using protein sequences and drug topological structures.
Dong-Sheng Cao, Shao Liu, Qing-Song Xu, Hong-Mei Lu +3 more
2012Analytica Chimica Acta120 citations
Semantic Scholar
The boosting: A new idea of building models
Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, Liang-Xiao Zhang +1 more
2010119 citations
Semantic Scholar
PyDPI: Freely Available Python Package for Chemoinformatics, Bioinformatics, and Chemogenomics Studies
Dong-Sheng Cao, Yi-Zeng Liang, Jun Yan, Gui-Shan Tan +2 more
2013Journal of Chemical Information and Modeling101 citations
Semantic Scholar
Model-population analysis and its applications in chemical and biological modeling
Hong-Dong Li, Yi-Zeng Liang, Dong-Sheng Cao, Qing-Song Xu
201299 citations
Semantic Scholar
Morphological weighted penalized least squares for background correction.
Zhong Li, De-Jian Zhan, Jia-Jun Wang, Jing Huang +5 more
2013In Analysis92 citations
Semantic Scholar
Computational Prediction of DrugTarget Interactions Using Chemical, Biological, and Network Features
Dong-Sheng Cao, Liu-Xia Zhang, Gui-Shan Tan, Zheng Xiang +3 more
2014Molecular Informatics89 citations
Semantic Scholar
Recipe for revealing informative metabolites based on model population analysis
Hong-Dong Li, Mao-Mao Zeng, Bin-Bin Tan, Yi-Zeng Liang +2 more
2010Metabolomics87 citations
Semantic Scholar
Exploring nonlinear relationships in chemical data using kernel-based methods
Dong-Sheng Cao, Yi-Zeng Liang, Qing-Song Xu, Qian-Nan Hu +2 more
201185 citations
Semantic Scholar
A new strategy to prevent over-fitting in partial least squares models based on model population analysis.
Bai-Chuan Deng, Yong-Huan Yun, Yi-Zeng Liang, Dong-Sheng Cao +3 more
2015Analytica Chimica Acta76 citations
Semantic Scholar
A selective review and comparison for interval variable selection in spectroscopic modeling
Li-li Wang, You-wu Lin, Xufei Wang, N. Xiao +3 more
201770 citations
Semantic Scholar
Automatic feature subset selection for decision tree-based ensemble methods in the prediction of bioactivity
Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, Xian Chen +1 more
201063 citations
Semantic Scholar
Prediction of aqueous solubility of druglike organic compounds using partial least squares, back‐propagation network and support vector machine
Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, Xian Chen +1 more
201059 citations
Semantic Scholar
A perspective demonstration on the importance of variable selection in inverse calibration for complex analytical systems.
Yong-Huan Yun, Yi-Zeng Liang, Gui-Xiang Xie, Hong-Dong Li +2 more
2013In Analysis56 citations
Semantic Scholar
Recipe for uncovering predictive genes using support vector machines based on model population analysis
Hong-Dong Li, Yi-Zeng Liang, Qing-Song Xu, Dong-Sheng Cao +3 more
2011IEEE/ACM Transactions on Computational Biology & Bioinformatics52 citations
Semantic Scholar
In silico toxicity prediction by support vector machine and SMILES representation-based string kernel
Dong-Sheng Cao, Jian-Chao Zhao, Yan-Ning Yang, C.-X. Zhao +5 more
2012SAR and QSAR in environmental research (Print)47 citations
Semantic Scholar
Elastic Net Grouping Variable Selection Combined with Partial Least Squares Regression (EN-PLSR) for the Analysis of Strongly Multi-Collinear Spectroscopic Data
G. Fu, Qing-Song Xu, Hong-Dong Li, Dong-Sheng Cao +1 more
2011Applied Spectroscopy46 citations
Semantic Scholar
Multi-step adaptive elastic-net: reducing false positives in high-dimensional variable selection
N. Xiao, Qing-Song Xu
201543 citations
Semantic Scholar
A simple idea on applying large regression coefficient to improve the genetic algorithm-PLS for variable selection in multivariate calibration
Yong-Huan Yun, Dong-Sheng Cao, Min-Li Tan, Jun Yan +4 more
201441 citations
Semantic Scholar
In silico classification of human maximum recommended daily dose based on modified random forest and substructure fingerprint.
Dong-Sheng Cao, Qian-Nan Hu, Qing-Song Xu, Yan-Ning Yang +4 more
2011Analytica Chimica Acta38 citations
Semantic Scholar
Prediction of Radix Astragali Immunomodulatory Effect of CD80 Expression from Chromatograms by Quantitative Pattern-Activity Relationship
M. C. Ng, Tsui-Yan Lau, Kei Fan, Qing-Song Xu +5 more
2017BioMed Research International36 citations Open access
Semantic Scholar
Noise incorporated subwindow permutation analysis for informative gene selection using support vector machines.
Qin Wang, Hong-Dong Li, Qing-Song Xu, Yi-Zeng Liang
2011In Analysis36 citations
Semantic Scholar
Tree-based ensemble methods and their applications in analytical chemistry
Dong-Sheng Cao, Jian-hua Huang, Yi-Zeng Liang, Qing-Song Xu +1 more
201235 citations
Semantic Scholar
Fisher optimal subspace shrinkage for block variable selection with applications to NIR spectroscopic analysis
You-wu Lin, Bai-Chuan Deng, Li-li Wang, Qing-Song Xu +2 more
201634 citations
Semantic Scholar
Genome-Scale Screening of Drug-Target Associations Relevant to Ki Using a Chemogenomics Approach
Dong-Sheng Cao, Yi-Zeng Liang, Zhe Deng, Qian-Nan Hu +6 more
2013PLoS ONE33 citations Open access
Semantic Scholar
Selective of informative metabolites using random forests based on model population analysis.
Jian-hua Huang, Jun Yan, Qing-hua Wu, Miguel Duarte Ferro +4 more
2013Talanta: The International Journal of Pure and Applied Analytical Chemistry30 citations
Semantic Scholar
Computer‐aided prediction of toxicity with substructure pattern and random forest
Dong-Sheng Cao, Yan-Ning Yang, Jian-Chao Zhao, Jun Yan +4 more
201229 citations
Semantic Scholar
PLS regression based on sure independence screening for multivariate calibration
Xin Huang, Qing-Song Xu, Yi-Zeng Liang
201229 citations
Semantic Scholar
Comparison of quantitative structure-retention relationship models on four stationary phases with different polarity for a diverse set of flavor compounds.
Jun Yan, Dong-Sheng Cao, Fang-Qiu Guo, Liang-Xiao Zhang +4 more
2012Journal of Chromatography A29 citations
Semantic Scholar
Uniform experimental design in chemometrics
Qing-Song Xu, Yuan-Da Xu, Lan Li, K. Fang
201828 citations
Semantic Scholar
The equivalence of partial least squares and principal component regression in the sufficient dimension reduction framework
You-wu Lin, Bai-Chuan Deng, Qing-Song Xu, Yong-Huan Yun +1 more
201628 citations
Semantic Scholar
hdnom: Building Nomograms for Penalized Cox Models with High-Dimensional Survival Data
N. Xiao, Qing-Song Xu, Miao-Zhu Li
2016bioRxiv28 citations Open access
Semantic Scholar
Toward better QSAR/QSPR modeling: simultaneous outlier detection and variable selection using distribution of model features
Dong-Sheng Cao, Yi-Zeng Liang, Qing-Song Xu, Yifeng Yun +1 more
2011J. Comput. Aided Mol. Des.27 citations
Semantic Scholar
Feature importance sampling‐based adaptive random forest as a useful tool to screen underlying lead compounds
Dong-Sheng Cao, Yi-Zeng Liang, Qing-Song Xu, Liang-Xiao Zhang +2 more
201127 citations
Semantic Scholar
A novel kernel Fisher discriminant analysis: constructing informative kernel by decision tree ensemble for metabolomics data analysis.
Dong-Sheng Cao, Mao-Mao Zeng, Lun-Zhao Yi, Bing Wang +5 more
2011Analytica Chimica Acta26 citations
Semantic Scholar
Ordered homogeneity pursuit lasso for group variable selection with applications to spectroscopic data
You-wu Lin, N. Xiao, Li-li Wang, Chuan-Quan Li +1 more
201725 citations
Semantic Scholar
Large-scale prediction of human kinase-inhibitor interactions using protein sequences and molecular topological structures.
Dong-Sheng Cao, Guangfeng Zhou, Shao Liu, Liu-Xia Zhang +3 more
2013Analytica Chimica Acta25 citations
Semantic Scholar
In silico toxicity prediction of chemicals from EPA toxicity database by kernel fusion-based support vector machines
Dong-Sheng Cao, Jie Dong, Ning-Ning Wang, Ming Wen +6 more
201524 citations
Semantic Scholar
Kernel k-nearest neighbor algorithm as a flexible SAR modeling tool
Dong-Sheng Cao, Jian-hua Huang, Jun Yan, Liang-Xiao Zhang +3 more
201221 citations
Semantic Scholar

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