Hong-Dong Li

发表

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

Qingsong Xu, N. Xiao, Yuan-Da Xu, 2017 .

GC–MS Based Plasma Metabolic Profiling of Type 2 Diabetes Mellitus

Yizeng Liang, Hong-Dong Li, B. Wang, 2009 .

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

Yizeng Liang, Qingsong Xu, Hong-Dong Li, 2011, The Analyst.

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

Qingsong Xu, Dongsheng Cao, Hong-Dong Li, 2011, Applied spectroscopy.

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

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2013, The Analyst.

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

Qing-Song Xu, Yi-Zeng Liang, Hong-Dong Li, 2012, Analytica chimica acta.

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

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2013, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

QSRR Study on Flavor Compounds of Diverse Structures on Different Columns with the Help of New Chemometric Methods

Dong-Sheng Cao, Yi-Zeng Liang, Hong-Dong Li, 2013, Chromatographia.

1 Model Population Analysis for Statistical Model Comparison

Yizeng Liang, Qingsong Xu, Hong-Dong Li, 2017 .

GC–MS Based Serum Metabolomic Analysis of Isoflurane-Induced Postoperative Cognitive Dysfunctional Rats: Biomarker Screening and Insight into Possible Pathogenesis

Yizeng Liang, Dongsheng Cao, Lunzhao Yi, 2012, Chromatographia.

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

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2011 .

Application of Competitive Adaptive Reweighted Sampling Method to Determine Effective Wavelengths for Prediction of Total Acid of Vinegar

Yi-Zeng Liang, Gaoyang Li, Hong-Dong Li, 2012, Food Analytical Methods.

A new strategy of exploring metabolomics data using Monte Carlo tree.

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2011, The Analyst.

Classification of vinegar samples based on near infrared spectroscopy combined with wavelength selection

Yi-Zeng Liang, Hong-Dong Li, Yizeng Liang, 2011 .

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

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2014, Analytica chimica acta.

A new strategy of outlier detection for QSAR/QSPR

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2009, J. Comput. Chem..

Comparative analysis of essential oil components in Pericarpium Citri Reticulatae Viride and Pericarpium Citri Reticulatae by GC-MS combined with chemometric resolution method.

Lunzhao Yi, Yizeng Liang, Yizeng Liang, 2008, Journal of pharmaceutical and biomedical analysis.

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, 2010 .

The boosting: A new idea of building models

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2010 .

Collaboration patterns and network in chemometrics

Qing-Song Xu, Nan Xiao, Ye Wen, 2019, Chemometrics and Intelligent Laboratory Systems.

Feature importance sampling‐based adaptive random forest as a useful tool to screen underlying lead compounds

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2011 .

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

Qing-Song Xu, Yi-Zeng Liang, Hong-Dong Li, 2018 .

Model population analysis for variable selection

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2010 .

Plasma metabolic fingerprinting of childhood obesity by GC/MS in conjunction with multivariate statistical analysis.

Dongsheng Cao, Yizeng Liang, Neng Zhou, 2010, Journal of pharmaceutical and biomedical analysis.

An overview of variable selection methods in multivariate analysis of near-infrared spectra

Dong-Sheng Cao, Yong-Huan Yun, Hong-Dong Li, 2019, TrAC Trends in Analytical Chemistry.

GC–MS Combined with Chemometrics for Analysis of the Components of the Essential Oils of Sweet Potato Leaves

Yizeng Liang, Hong-Dong Li, Maomao Zeng, 2010 .

Automatic feature subset selection for decision tree-based ensemble methods in the prediction of bioactivity

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2010 .

Human Plasma Metabolic Profiles of Coronary Heart Disease by Gas Chromatography-Mass Spectrometry with Monte Carlo Tree Approach

Yizeng Liang, Dongsheng Cao, Lunzhao Yi, 2012 .

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

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2012 .

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

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2011, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Support vector machines and its applications in chemistry

Qing-Song Xu, Yi-Zeng Liang, Hong-Dong Li, 2009 .

Uncover the path from PCR to PLS via elastic component regression

Qing-Song Xu, Yi-Zeng Liang, Hong-Dong Li, 2010 .

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

Yi-Zeng Liang, Wei Fan, Hong-Dong Li, 2013 .

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

Qing-Song Xu, Yi-Zeng Liang, Wan Zhang, 2012, Metabolomics.

A potential mechanism underlying atypical antipsychotics-induced lipid disturbances

Hong-Dong Li, Yang Deng, P. Jiang, 2015, Translational Psychiatry.

Therapeutic efficacy of atypical antipsychotic drugs by targeting multiple stress-related metabolic pathways

Hong-Dong Li, Yang Deng, P. Jiang, 2017, Translational Psychiatry.

GTFtools: a Python package for analyzing various modes of gene models

Hong-Dong Li, Hong-Dong Li, 2018, bioRxiv.

Recipe for revealing informative metabolites based on model population analysis

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2010, Metabolomics.

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

Qing-Song Xu, Yi-Zeng Liang, Yong-Huan Yun, 2013 .

A metabolic profiling strategy for biomarker screening by GC-MS combined with multivariate resolution method and Monte Carlo.

Yizeng Liang, Hong-Dong Li, Maomao Zeng, 2011, Analytical methods : advancing methods and applications.

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

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2014, Analytica chimica acta.

A phase diagram for gene selection and disease classification

Qing-Song Xu, Yi-Zeng Liang, Hong-Dong Li, 2014, bioRxiv.

Metabolic alterations of impaired fasting glucose by GC/MS based plasma metabolic profiling combined with chemometrics

Dongsheng Cao, Yizeng Liang, Zhiguang Zhou, 2010, Metabolomics.

Model Population Analysis for Statistical Model Comparison

Qing-Song Xu, Yi-Zeng Liang, Hong-Dong Li, 2012 .

Integrative and sparse singular value decomposition method for biclustering analysis in multi-sources dataset

Qingsong Xu, Hong-Dong Li, Chuan‐Quan Li, 2021 .

Essential Oil Composition of Osmanthus fragrans Varieties by GC-MS and Heuristic Evolving Latent Projections

Yizeng Liang, Liang-xiao Zhang, Hong-Dong Li, 2009 .