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1

Combination of kernel PCA and linear support vector machine for modeling a nonlinear relationship between bioactivity and molecular descriptors

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

Journal:

Journal of Chemometrics

Year:

2011

Language:

english

File:

PDF, 254 KB

english, 2011

2

The boosting: A new idea of building models

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

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2010

Language:

english

File:

PDF, 911 KB

english, 2010

3

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, Hong-Dong Li

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2010

Language:

english

File:

PDF, 767 KB

english, 2010

4

Elastic Net Grouping Variable Selection Combined with Partial Least Squares Regression (EN-PLSR) for the Analysis of Strongly Multi-collinear Spectroscopic Data

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

Journal:

Applied Spectroscopy

Year:

2011

Language:

english

File:

PDF, 315 KB

english, 2011

5

Recipe for uncovering predictive genes using support vector machines based on model population analysis

Li, Hong-Dong, Liang, Yi-Zeng, Xu, Qing-Song, Cao, Dong-Sheng, Tan, Bin-Bin, Deng, Bai-Chuan, Lin, Chen-Chen

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2011

Language:

english

File:

PDF, 1.08 MB

english, 2011

6

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

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

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2018

Language:

english

File:

PDF, 967 KB

english, 2018

7

Model population analysis for variable selection

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

Journal:

Journal of Chemometrics

Year:

2010

Language:

english

File:

PDF, 302 KB

english, 2010

8

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, Hong-Dong Li

Journal:

Journal of Chemometrics

Year:

2010

Language:

english

File:

PDF, 418 KB

english, 2010

9

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, Qian-Nan Hu, Hong-Dong Li

Journal:

Journal of Chemometrics

Year:

2011

Language:

english

File:

PDF, 391 KB

english, 2011

10

A new strategy of outlier detection for QSAR/QSPR

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

Journal:

Journal of Computational Chemistry

Year:

2010

Language:

english

File:

PDF, 420 KB

english, 2010

11

Uncover the path from PCR to PLS via elastic component regression

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

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2010

Language:

english

File:

PDF, 809 KB

english, 2010

12

Recipe for revealing informative metabolites based on model population analysis

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

Journal:

Year:

2010

Language:

english

File:

PDF, 478 KB

english, 2010

13

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

14

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

15

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

16

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

17

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

18

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

19

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

20

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

21

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

22

[IEEE 2010 International Conference on Intelligent Computation Technology and Automation (ICICTA) - Changsha, China (2010.05.11-2010.05.12)] 2010 International Conference on Intelligent Computation Technology and Automation - The Application of Fuzzy-Neural Network Based on HGA in the Washing Machine Control System

Wang, Gui-juan, Wang, Zuo-xun, Xu, Hong-dong, Zhang, Xu-guang

Year:

2010

Language:

english

File:

PDF, 254 KB

english, 2010

23

Finite size effect on the Raman frequency of phonons in nano-semiconductors

Xia, Lei, Zhong, Kai, Song, Yang, Lu, Xin, Xu, Lü-Shun, Yan, Yan, Li, Hong-Dong, Yuan, Fang-Li, Jiang, Jian-Zhong, Yu, Da-Peng, Zhang, Shu-Lin

Journal:

Chinese Physics B

Year:

2012

Language:

english

File:

PDF, 257 KB

english, 2012

24

[IEEE 2009 Second International Conference on Intelligent Computation Technology and Automation - Changsha, Hunan, China (2009.10.10-2009.10.11)] 2009 Second International Conference on Intelligent Computation Technology and Automation - The Application of Neuro-Fuzzy Controller in the Washing Machine Control System

Gui-juan, Wang, Zuo-xun, Wang, Yan-rong, Wu, Hong-dong, Xu

Year:

2009

Language:

english

File:

PDF, 269 KB

english, 2009

25

Thick c-BN films deposited by radio frequency magnetron sputtering in argon/nitrogen gas mixture with additional hydrogen gas

Zhao, Yan, Gao, Wei, Xu, Bo, Li, Ying-Ai, Li, Hong-Dong, Gu, Guang-Rui, Yin, Hong

Journal:

Chinese Physics B

Year:

2016

Language:

english

File:

PDF, 2.60 MB

english, 2016

26

Three new monoterpene glucosides and one new sorbitol ester identified from Sibiraea angustata with hypolipidemic activities in HepG2 cells

Yao, Zheng-Zheng, Liu, Hong-Dong, Chen, Xiao-Tian, Zhang, Dong-Ming, Lai, Xue-Wen, Xu, Peng, Li, Bin

Journal:

Phytochemistry Letters

Year:

2017

Language:

english

File:

PDF, 443 KB

english, 2017

27

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

28

A selective review and comparison for interval variable selection in spectroscopic modeling

Wang, Li-Li, Lin, You-Wu, Wang, Xu-Fei, Xiao, Nan, Xu, Yuan-Da, Li, Hong-Dong, Xu, Qing-Song

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2017

Language:

english

File:

PDF, 3.04 MB

english, 2017

29

Collaboration patterns and network in chemometrics

Li, Chuan-Quan, Xiao, Nan, Wen, Ye, He, Shi-Hui, Xu, Yuan‐Da, Lin, You-Wu, Li, Hong-Dong, Xu, Qing-Song

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2019

Language:

english

File:

PDF, 1.39 MB

english, 2019

30

Comparative Study of Substitutional N and Substitutional P in Diamond

Yu, Hong-Yu, Gao, Nan, Li, Hong-Dong, Huang, Xu-Ri, Cui, Tian

Journal:

Chinese Physics Letters

Year:

2019

Language:

english

File:

PDF, 2.56 MB

english, 2019

31

[IEEE 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - San Diego, CA, USA (2019.11.18-2019.11.21)] 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - A Global Similarity Learning for Clustering of Single-Cell RNA-Seq Data

Zhu, Xiaoshu, Guo, Lilu, Xu, Yunpei, Li, Hong-Dong, Liao, Xingyu, Wu, Fang-Xiang, Peng, Xiaoqing

Year:

2019

File:

PDF, 13.24 MB

2019

32

Single-Cell Clustering Based on Shared Nearest Neighbor and Graph Partitioning

Zhu, Xiaoshu, Zhang, Jie, Xu, Yunpei, Wang, Jianxin, Peng, Xiaoqing, Li, Hong-Dong

Journal:

Interdisciplinary Sciences: Computational Life Sciences

Year:

2020

Language:

english

File:

PDF, 1.07 MB

english, 2020

33

ClusterMine: A knowledge-integrated clustering approach based on expression profiles of gene sets

Li, Hong-Dong, Xu, Yunpei, Zhu, Xiaoshu, Liu, Quan, Omenn, Gilbert S., Wang, Jianxin

Journal:

Journal of Bioinformatics and Computational Biology

Year:

2020

File:

PDF, 1.58 MB

2020