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51

Variable complementary network: a novel approach for identifying biomarkers and their mutual associations

Li, Hong-Dong, Xu, Qing-Song, Zhang, Wan, Liang, Yi-Zeng

Journal:

Year:

2012

Language:

english

File:

PDF, 932 KB

english, 2012

52

UPLC–MS–MS Analysis of Baicalin in the Cerebrospinal Fluid of Rabbits: Application to a Pharmacokinetic Study

Shao Liu, Xin-Zhong Li, Li-Min Xu, Peng Lei, Yi-Zeng Liang

Journal:

Chromatographia

Year:

2008

Language:

english

File:

PDF, 298 KB

english, 2008

53

Kernel k-nearest neighbor algorithm as a flexible SAR modeling tool

Dong-Sheng Cao, Jian-Hua Huang, Jun Yan, Liang-Xiao Zhang, Qian-Nan Hu, Qing-Song Xu, Yi-Zeng Liang

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2012

Language:

english

File:

PDF, 373 KB

english, 2012

54

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, Min He, Jian-Hua Huang, Qing-Song Xu, Yi-Zeng Liang

Journal:

Journal of Chromatography A

Year:

2012

Language:

english

File:

PDF, 657 KB

english, 2012

55

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, Qing-Song Xu, Qian-Nan Hu, Liang-Xiao Zhang, Hong-Mei Lu, Yi-Zeng Liang

Journal:

Analytica Chimica Acta

Year:

2011

Language:

english

File:

PDF, 656 KB

english, 2011

56

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

Journal:

Analytica Chimica Acta

Year:

2012

Language:

english

File:

PDF, 867 KB

english, 2012

57

Using core hydrophobicity to identify phosphorylation sites of human G protein-coupled receptors

Jian-Hua Huang, Dong-Sheng Cao, Jun Yan, Qing-Song Xu, Qian-Nan Hu, Yi-Zeng Liang

Journal:

Year:

2012

Language:

english

File:

PDF, 1.52 MB

english, 2012

58

Identification of essential components of Houttuynia cordata by gas chromatography/mass spectrometry and the integrated chemometric approach

Cheng-Jian Xu, Yi-Zeng Liang, Foo-Tim Chau

Journal:

Year:

2005

Language:

english

File:

PDF, 467 KB

english, 2005

59

Model-population analysis and its applications in chemical and biological modeling

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

Journal:

TrAC Trends in Analytical Chemistry

Year:

2012

Language:

english

File:

PDF, 790 KB

english, 2012

60

Tree-based ensemble methods and their applications in analytical chemistry

Dong-Sheng Cao, Jian-Hua Huang, Yi-Zeng Liang, Qing-Song Xu, Liang-Xiao Zhang

Journal:

TrAC Trends in Analytical Chemistry

Year:

2012

Language:

english

File:

PDF, 946 KB

english, 2012

61

A novel tree kernel partial least squares for modeling the structure-activity relationship

Huang, Xin, Cao, Dong-Sheng, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Journal of Chemometrics

Year:

2013

Language:

english

File:

PDF, 225 KB

english, 2013

62

Large-scale prediction of drug–target interactions using protein sequences and drug topological structures

Cao, Dong-Sheng, Liu, Shao, Xu, Qing-Song, Lu, Hong-Mei, Huang, Jian-Hua, Hu, Qian-Nan, Liang, Yi-Zeng

Journal:

Analytica Chimica Acta

Year:

2012

Language:

english

File:

PDF, 1005 KB

english, 2012

63

Prediction of retention indices for frequently reported compounds of plant essential oils using multiple linear regression, partial least squares, and support vector machine

Yan, Jun, Huang, Jian-Hua, He, Min, Lu, Hong-Bing, Yang, Rui, Kong, Bo, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Journal of Separation Science

Year:

2013

Language:

english

File:

PDF, 570 KB

english, 2013

64

Pressor mechanism evaluation for phytochemical compounds using in silico compound–protein interaction prediction

He, Min, Cao, Dong-Sheng, Liang, Yi-Zeng, Li, Ya-Ping, Liu, Ping-Le, Xu, Qing-Song, Huang, Ren-Bin

Journal:

Regulatory Toxicology and Pharmacology

Year:

2013

Language:

english

File:

PDF, 1.33 MB

english, 2013

65

A model population analysis method for variable selection based on mutual information

Long, Xu-Xia, Li, Hong-Dong, Fan, Wei, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2013

Language:

english

File:

PDF, 927 KB

english, 2013

66

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

Yun, Yong-Huan, Wang, Wei-Ting, Tan, Min-Li, Liang, Yi-Zeng, Li, Hong-Dong, Cao, Dong-Sheng, Lu, Hong-Mei, Xu, Qing-Song

Journal:

Analytica Chimica Acta

Year:

2014

Language:

english

File:

PDF, 2.17 MB

english, 2014

67

A simple idea on applying large regression coefficient to improve the genetic algorithm-PLS for variable selection in multivariate calibration

Yun, Yong-Huan, Cao, Dong-Sheng, Tan, Min-Li, Yan, Jun, Ren, Da-Bing, Xu, Qing-Song, Yu, Ling, Liang, Yi-Zeng

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2014

Language:

english

File:

PDF, 1.29 MB

english, 2014

68

Dermatology calendar

Yun, Yong-Huan, Cao, Dong-Sheng, Tan, Min-Li, Yan, Jun, Ren, Da-Bing, Xu, Qing-Song, Yu, Ling, Liang, Yi-Zeng

Journal:

Journal of the American Academy of Dermatology

Year:

1994

Language:

english

File:

PDF, 493 KB

english, 1994

69

Using random forest to classify T-cell epitopes based on amino acid properties and molecular features

Huang, Jian-Hua, Xie, Hua-Lin, Yan, Jun, Lu, Hong-Mei, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Analytica Chimica Acta

Year:

2013

Language:

english

File:

PDF, 808 KB

english, 2013

70

A novel tree kernel support vector machine classifier for modeling the relationship between bioactivity and molecular descriptors

Huang, Xin, Cao, Dong-Sheng, Xu, Qing-Song, Shen, Liang, Huang, Jian-Hua, Liang, Yi-Zeng

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2013

Language:

english

File:

PDF, 493 KB

english, 2013

71

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

Yun, Yong-Huan, Li, Hong-Dong, E. Wood, Leslie R., Fan, Wei, Wang, Jia-Jun, Cao, Dong-Sheng, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy

Year:

2013

Language:

english

File:

PDF, 1.14 MB

english, 2013

72

The continuity of sample complexity and its relationship to multivariate calibration: A general perspective on first-order calibration of spectral data in analytical chemistry

Li, Hong-Dong, Liang, Yi-Zeng, Long, Xu-Xia, Yun, Yong-Huan, Xu, Qing-Song

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2013

Language:

english

File:

PDF, 1.01 MB

english, 2013

73

Selective of informative metabolites using random forests based on model population analysis

Huang, Jian-Hua, Yan, Jun, Wu, Qing-Hua, Duarte Ferro, Miguel, Yi, Lun-Zhao, Lu, Hong-Mei, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Year:

2013

Language:

english

File:

PDF, 1.52 MB

english, 2013

74

Large-scale prediction of human kinase–inhibitor interactions using protein sequences and molecular topological structures

Cao, Dong-Sheng, Zhou, Guang-Hua, Liu, Shao, Zhang, Liu-Xia, Xu, Qing-Song, He, Min, Liang, Yi-Zeng

Journal:

Analytica Chimica Acta

Year:

2013

Language:

english

File:

PDF, 1.21 MB

english, 2013

75

Mixture analysis using reverse searching and non-negative least squares

Zhang, Zhi-Min, Chen, Xiao-Qing, Lu, Hong-Mei, Liang, Yi-Zeng, Fan, Wei, Xu, Deng, Zhou, Jack, Ye, Fei, Yang, Zheng-Yu

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2014

Language:

english

File:

PDF, 1.35 MB

english, 2014

76

Prediction of Peptide Fragment Ion Mass Spectra by Data Mining Techniques

Dong, Nai-ping, Liang, Yi-Zeng, Xu, Qing-song, Mok, Daniel K. W., Yi, Lun-zhao, Lu, Hong-mei, He, Min, Fan, Wei

Journal:

Analytical Chemistry

Year:

2014

Language:

english

File:

PDF, 1.63 MB

english, 2014

77

Kernel k-nearest neighbor classifier based on decision tree ensemble for SAR modeling analysis

Huang, Xin, Xu, Qing-Song, Cao, Dong-Sheng, Luo, Yi-Ping, Liang, Yi-Zeng

Journal:

Analytical Methods

Year:

2014

Language:

english

File:

PDF, 637 KB

english, 2014

78

Noise incorporated subwindow permutation analysis for informative gene selection using support vector machines

Wang, Qin, Li, Hong-Dong, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

The Analyst (Royal Society of Chemistry)

Year:

2011

Language:

english

File:

PDF, 468 KB

english, 2011

79

Evolving window orthogonal projections method for two-way data resolution

Xu, Cheng-Jian, Jiang, Jian-Hui, Liang, Yi-Zeng

Journal:

The Analyst (Royal Society of Chemistry)

Year:

1999

Language:

english

File:

PDF, 133 KB

english, 1999

80

Chemical rank estimation by noise perturbation in functional principal component analysis

Xu, Cheng-Jian, Liang, Yi-Zeng, Li, Yang, Du, Yi-Ping

Journal:

The Analyst (Royal Society of Chemistry)

Year:

2003

Language:

english

File:

PDF, 110 KB

english, 2003

81

Comparative analysis of essential components between the herbal pair Radix Saposhnikoviae–Rhizoma seu Radix Notopterygii and its single herbs by GC-MS combined with a chemometric resolution method

Yu, Lian-Fang, Li, Xiao-Ru, Liu, Shao-Yin, Xu, Guang-Wei, Liang, Yi-Zeng

Journal:

Analytical Methods

Year:

2009

Language:

english

File:

PDF, 596 KB

english, 2009

82

Interpretation of type 2 diabetes mellitus relevant GC-MS metabolomics fingerprints by using random forests

Huang, Jian-Hua, Xie, Hua-Lin, Yan, Jun, Cao, Dong-Sheng, Lu, Hong-Mei, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Analytical Methods

Year:

2013

Language:

english

File:

PDF, 460 KB

english, 2013

83

PLS regression based on sure independence screening for multivariate calibration

Huang, Xin, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Analytical Methods

Year:

2012

Language:

english

File:

PDF, 335 KB

english, 2012

84

Two novel procedures for automatic resolution of two-way data from coupled chromatography

Gan, Feng, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

The Analyst (Royal Society of Chemistry)

Year:

2001

Language:

english

File:

PDF, 284 KB

english, 2001

85

A perspective demonstration on the importance of variable selection in inverse calibration for complex analytical systems

Yun, Yong-Huan, Liang, Yi-Zeng, Xie, Gui-Xiang, Li, Hong-Dong, Cao, Dong-Sheng, Xu, Qing-Song

Journal:

The Analyst (Royal Society of Chemistry)

Year:

2013

Language:

english

File:

PDF, 687 KB

english, 2013

86

Using variable combination population analysis for variable selection in multivariate calibration

Yun, Yong-Huan, Wang, Wei-Ting, Deng, Bai-Chuan, Lai, Guang-Bi, Liu, Xin-bo, Ren, Da-Bing, Liang, Yi-Zeng, Fan, Wei, Xu, Qing-Song

Journal:

Analytica Chimica Acta

Year:

2015

Language:

english

File:

PDF, 1.96 MB

english, 2015

87

Application of GC–MS coupled with chemometrics for scanning serum metabolic biomarkers from renal fibrosis rat

Liu, Shao, Liu, Ji-Shi, Luo, Ren-na, Xu, Hui, Zhang, Wei-ru, Meng, Jie, Liang, Yi-Zeng, Tao, Li-Jian

Journal:

Biochemical and Biophysical Research Communications

Year:

2015

Language:

english

File:

PDF, 1.07 MB

english, 2015

88

A new strategy to prevent over-fitting in partial least squares models based on model population analysis

Deng, Bai-Chuan, Yun, Yong-Huan, Liang, Yi-Zeng, Cao, Dong-Sheng, Xu, Qing-Song, Yi, Lun-Zhao, Huang, Xin

Journal:

Analytica Chimica Acta

Year:

2015

Language:

english

File:

PDF, 1011 KB

english, 2015

89

In silico toxicity prediction of chemicals from EPA toxicity database by kernel fusion-based support vector machines

Cao, Dong-Sheng, Dong, Jie, Wang, Ning-Ning, Wen, Ming, Deng, Bai-Chuan, Zeng, Wen-Bin, Xu, Qing-Song, Liang, Yi-Zeng, Lu, Ai-Ping, Chen, Alex F.

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2015

Language:

english

File:

PDF, 1.34 MB

english, 2015

90

Weighted variable kernel support vector machine classifier for metabolomics data analysis

Huang, Xin, Xu, Qing-Song, Yun, Yong-Huan, Huang, Jian-Hua, Liang, Yi-Zeng

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2015

Language:

english

File:

PDF, 450 KB

english, 2015

91

The equivalence of partial least squares and principal component regression in the sufficient dimension reduction framework

Lin, You-Wu, Deng, Bai-Chuan, Xu, Qing-Song, Yun, Yong-Huan, Liang, Yi-Zeng

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2015

Language:

english

File:

PDF, 641 KB

english, 2015

92

Correction: Interpretation of type 2 diabetes mellitus relevant GC-MS metabolomics fingerprints by using random forests

Huang, Jian-Hua, Xie, Hua-Lin, Yan, Jun, Cao, Dong-Sheng, Lu, Hong-Mei, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Analytical Methods

Year:

2016

Language:

english

File:

PDF, 229 KB

english, 2016

93

Boosting in block variable subspaces: An approach of additive modeling for structure–activity relationship

Xu, Qing-Song, Xu, Jian, Cao, Dong-Sheng, Liang, Yi-Zeng

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2016

Language:

english

File:

PDF, 460 KB

english, 2016

94

Resolution of the Embedded Chromatographic Peaks by Modified Orthogonal Projection Resolution and Entropy Maximization Method

Xu, Cheng-Jian, Liang, Yi-Zeng, Jiang, Jian-Hui

Journal:

Analytical Letters

Year:

2000

Language:

english

File:

PDF, 812 KB

english, 2000

95

Fisher optimal subspace shrinkage for block variable selection with applications to NIR spectroscopic analysis

Lin, You-Wu, Deng, Bai-Chuan, Wang, Li-Li, Xu, Qing-Song, Liu, Lu, Liang, Yi-Zeng

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2016

Language:

english

File:

PDF, 1.06 MB

english, 2016

96

Elastic net wavelength interval selection based on iterative rank PLS regression coefficient screening

Huang, Xin, Luo, Yi-Ping, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Analytical Methods

Year:

2017

Language:

english

File:

PDF, 902 KB

english, 2017

97

A phase diagram for gene selection and disease classification

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

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2017

Language:

english

File:

PDF, 1.38 MB

english, 2017

98

Incorporating variable importance into kernel PLS for modeling the structure–activity relationship

Huang, Xin, Luo, Yi-Ping, Xu, Qing-Song, Liang, Yi-Zeng

Journal:

Journal of Mathematical Chemistry

Year:

2017

Language:

english

File:

PDF, 800 KB

english, 2017

99

Genome-Scale Screening of Drug-Target Associations Relevant to Ki Using a Chemogenomics Approach

Cao, Dong-Sheng, Liang, Yi-Zeng, Deng, Zhe, Hu, Qian-Nan, He, Min, Xu, Qing-Song, Zhou, Guang-Hua, Zhang, Liu-Xia, Deng, Zi-xin, Liu, Shao, Tramontano, Anna

Journal:

Year:

2013

Language:

english

File:

PDF, 1.06 MB

english, 2013

100

The complete chloroplast genome sequence of Populus wulianensis

Wang, Yan, Li, Wen-Qing, Xie, Xiao-Man, Wang, Ning, Han, Yi, Liu, Li-Jiang, Sun, Tao, Wang, Hao, Xu, Ji-Chen, Lu, Yi-Zeng

Journal:

Mitochondrial DNA Part B

Year:

2020

File:

PDF, 820 KB

2020