Yizeng Liang

发表

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

Hongdong Li, Yizeng Liang, Qingsong Xu, 2009, Analytica chimica acta.

[Chromatographic fingerprint and quality control of traditional Chinese medicines].

Yizeng Liang, Lunzhao Yi, Hai Wu, 2008, Se pu = Chinese journal of chromatography.

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

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2012 .

Unique resolution of hidden minor peaks in multidetection chromatography by first-order differentiation and orthogonal projections

Yizeng Liang, O. Kvalheim, 1993 .

Preprocessing of analytical profiles in the presence of homoscedastic or heteroscedastic noise

Yizeng Liang, O. Kvalheim, F. Brakstad, 1994 .

Evolving factor analysis in the presence of heteroscedastic noise

H. R. Keller, D. Massart, Yizeng Liang, 1992 .

White, grey and black multicomponent systems: A classification of mixture problems and methods for their quantitative analysis

Yizeng Liang, R. Manne, O. Kvalheim, 1993 .

Heuristic evolving latent projections: resolving two-way multicomponent data. 1. Selectivity, latent-projective graph, datascope, local rank, and unique resolution

Yizeng Liang, O. Kvalheim, 1992 .

Heuristic evolving latent projections: resolving two-way multicomponent data. 2. Detection and resolution of minor constituents

H. R. Keller, D. Massart, Yizeng Liang, 1992 .

Resolution of strongly overlapping two‐way multicomponent data by means of heuristic evolving latent projections

R. Brereton, Yizeng Liang, O. Kvalheim, 1993 .

Improving the classification accuracy in chemistry via boosting technique

Yi-Zeng Liang, Ping He, Kai-Tai Fang, 2004 .

Uniform design applied to nonlinear multivariate calibration by ANN

Jian-hui Jiang, R. Yu, Yizeng Liang, 1998 .

Uniform design and its applications in chemistry and chemical engineering

Yizeng Liang, Qingsong Xu, K. Fang, 2001 .

A novel storage method for near infrared spectroscopy chemometric models.

Yizeng Liang, Zhimin Zhang, Shan Chen, 2010, Analytica chimica acta.

Chemometrics and Intelligent Laboratory Systems

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2009 .

Prediction of peptide fragment ion mass spectra by data mining techniques.

Yizeng Liang, Qingsong Xu, Lunzhao Yi, 2014, Analytical chemistry.

Spectral regions selection to improve prediction ability of PLS models by changeable size moving window partial least squares and searching combination moving window partial least squares

Jian-hui Jiang, Y. Ozaki, Yizeng Liang, 2004 .

Chemometric methods in data processing of mass spectrometry-based metabolomics: A review.

Yizeng Liang, Lunzhao Yi, Baichuan Deng, 2016, Analytica chimica acta.

Classification of Green and Black Teas by PCA and SVM Analysis of Cyclic Voltammetric Signals from Metallic Oxide-Modified Electrode

Yizeng Liang, Jian-hua Huang, Jun Bin, 2014, Food Analytical Methods.

Relationship between initial efficiency and structure parameters of carbon anode material for Li-ion battery

Yizeng Liang, Yougen Tang, Jian-bin Shen, 2008 .

Multiscale peak alignment for chromatographic datasets.

Yizeng Liang, M. Ferro, Zhimin Zhang, 2012, Journal of chromatography. A.

Automatic standardization method for Raman spectrometers with applications to pharmaceuticals

Yizeng Liang, Zhimin Zhang, Feng Lu, 2015 .

Comparisons of Five Algorithms for Chromatogram Alignment

Yizeng Liang, Zhimin Zhang, Yong-Huan Yun, 2013, Chromatographia.

Dynamic Metabolic Profiling of Urine From Type 2 Diabetic KK-Ay Mice Treated with Repaglinide by GC-MS

Yizeng Liang, Lunzhao Yi, Zhimin Zhang, 2012 .

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

Yizeng Liang, L. Tao, Hui Xu, 2015, Biochemical and biophysical research communications.

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

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

Identification of free fatty acids profiling of type 2 diabetes mellitus and exploring possible biomarkers by GC–MS coupled with chemometrics

Hongdong Li, Yizeng Liang, Lunzhao Yi, 2010, Metabolomics.

Comparative analysis of plant essential oils by GC-MS coupled with integrated chemometric resolution methods

Yizeng Liang, Xiaona Xu, Zhonghai Tang, 2010 .

Comparative evaluation of software for deconvolution of metabolomics data based on GC-TOF-MS

D. Kell, Yizeng Liang, W. Dunn, 2007 .

MeOx-TMS derivatization for GC-MS metabolic profiling of urine and application in the discrimination between normal C57BL/6J and type 2 diabetic KK-Ay mice

Yizeng Liang, Lunzhao Yi, Hongmei Lu, 2014 .

A modified random forest approach to improve multi-class classification performance of tobacco leaf grades coupled with NIR spectroscopy

Yizeng Liang, Ji-heng Zhou, Jun Bin, 2016 .

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

Yizeng Liang, Qingsong Xu, Jian-hua Huang, 2013, Journal of separation science.

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

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2013 .

A novel kernel Fisher discriminant analysis: constructing informative kernel by decision tree ensemble for metabolomics data analysis.

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2011, Analytica chimica acta.

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

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

Exploring nonlinear relationships in chemical data using kernel-based methods

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2011 .

Comparison of quantitative structure-retention relationship models on four stationary phases with different polarity for a diverse set of flavor compounds.

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2012, Journal of chromatography. A.

Exploring metabolic syndrome serum profiling based on gas chromatography mass spectrometry and random forest models.

Yizeng Liang, Lunzhao Yi, Jian-hua Huang, 2014, Analytica chimica acta.

QSAR analysis of the effects of OATP1B1 transporter by structurally diverse natural products using a particle swarm optimization-combined multiple linear regression approach

Yizeng Liang, Dongsheng Cao, Shao Liu, 2014 .

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.

Tree-based ensemble methods and their applications in analytical chemistry

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2012 .

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

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

Chemometrics applied to quality control and metabolomics for traditional Chinese medicines.

Yi-Zeng Liang, Shao Liu, Yizeng Liang, 2016, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

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

Yizeng Liang, Qingsong Xu, Xin Huang, 2017 .

Trimmed object projections: a nonparametric robust latent-structure decomposition method

Yi-Zeng Liang, Olav M. Kvalheim, Yizeng Liang, 1995 .

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.

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

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2016 .

A novel local manifold-ranking based K-NN for modeling the regression between bioactivity and molecular descriptors

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2016 .

A potential tool for diagnosis of male infertility: Plasma metabolomics based on GC-MS.

Yang Wang, Hongmei Lu, Yizeng Liang, 2016, Talanta.

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.

Correction of retention time shifts for chromatographic fingerprints of herbal medicines.

Yi-Zeng Liang, Foo-Tim Chau, Fan Gong, 2004, Journal of chromatography. A.

Simultaneous Determination of Potassium and Sodium by Optode Spectra and an Artificial Neural Network Algorithm

Yizeng Liang, W. Chan, A. Lee, 1997 .

A novel strategy for quantitative analysis of the formulated complex system using chromatographic fingerprints combined with some chemometric techniques.

Yizeng Liang, Jun Yan, Bo Kong, 2014, Journal of chromatography. A.

Qing-Song Xu, Yi-Zeng Liang, Lunzhao Yi, 2008 .

Perspective of chemical fingerprinting of Chinese herbs.

Yi-zeng Liang, Kelvin Chan, Yizeng Liang, 2010, Planta medica.

Investigation of Scrambled Ions in Tandem Mass Spectra, Part 2. On the Influence of the Ions on Peptide Identification

Yizeng Liang, Lunzhao Yi, Hongmei Lu, 2013, Journal of The American Society for Mass Spectrometry.

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

Yi-Zeng Liang, Jian-Hua Huang, Li-Juan Tang, 2013, Biochimie.

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

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

Quality control of herbal medicines.

Yi-Zeng Liang, Yizeng Liang, P. Xie, 2004, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

A generalized boosting algorithm and its application to two-class chemical classification problem

Yi-Zeng Liang, Bo-Yan Li, Kai-Tai Fang, 2005 .

Two-step multivariate adaptive regression splines for modeling a quantitative relationship between gas chromatography retention indices and molecular descriptors.

Yi-Zeng Liang, Kai-Tai Fang, D L Massart, 2003, Journal of chromatography. A.

Chemical rank estimation by noise perturbation in functional principal component analysist.

Yizeng Liang, Cheng-Jian Xu, Yiping Du, 2003, The Analyst.

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

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

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

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2013, Analytica chimica acta.

In silico classification of human maximum recommended daily dose based on modified random forest and substructure fingerprint.

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

Variable importance analysis based on rank aggregation with applications in metabolomics for biomarker discovery.

Dong-Sheng Cao, Yi-Zeng Liang, Yong-Huan Yun, 2016, Analytica chimica acta.

An efficient variable selection method based on variable permutation and model population analysis for multivariate calibration of NIR spectra

Yi-Zeng Liang, Xin Li, Jun Bin, 2016 .

Comparison of performance of partial least squares regression, secured principal component regression, and modified secured principal component regression for determination of human serum albumin, γ-globulin and glucose in buffer solutions and in vivo blood glucose quantification by near-infrared sp

Y. Ozaki, Yizeng Liang, Boyan Li, 2007, Analytical and bioanalytical chemistry.

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

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2013, Regulatory toxicology and pharmacology : RTP.

A combination of GC-MS and chemometrics reveals metabolic differences between serum and plasma

Yizeng Liang, Lunzhao Yi, Yong-Huan Yun, 2015 .

Joint MS-based platforms for comprehensive comparison of rat plasma and serum metabolic profiling.

Yizeng Liang, Lunzhao Yi, Zhimin Zhang, 2014, Biomedical chromatography : BMC.

Chemical fingerprint analysis for quality control of Fructus Aurantii Immaturus based on HPLC-DAD combined with chemometric methods

Yizeng Liang, Lunzhao Yi, Xiaona Xu, 2010 .

Orthogonal projection (OP) technique applied to pattern recognition of fingerprints of the herbal medicine houttuynia cordata Thunb. and its final injection products

Yizeng Liang, F. Chau, Zhong-da Zeng, 2006, Analytical and bioanalytical chemistry.

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

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2013 .

Variable selection via nonconcave penalty function in structure–boiling points correlations

Yizeng Liang, Qian-Nan Hu, Xiao-Ling Peng, 2005 .

Impersonality of the connectivity index and recomposition of topological indices according to different properties.

Yizeng Liang, K. Fang, Qian-Nan Hu, 2004, Molecules.

1 Model Population Analysis for Statistical Model Comparison

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

Erratum to: Informative metabolites identification by variable importance analysis based on random variable combination

Yizeng Liang, Lunzhao Yi, Jun Yan, 2015, Metabolomics.

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.

Shrunken centroids regularized discriminant analysis as a promising strategy for metabolomics data exploration

C. Chen, Yizeng Liang, Lunzhao Yi, 2015 .

Coordination of Bi3+ to metal-free metallothionein: spectroscopy and density functional calculation of structure, coordination, and electronic excitations.

Yizeng Liang, J. Xiang, F. Zhou, 2012, Journal of inorganic biochemistry.

A multiplex approach for the UPLC-PDA-MS/MS data: analysis of licorice

Yizeng Liang, Pingle Liu, Nai-ping Dong, 2014 .

Identification of terpenoids from Ephedra combining with accurate mass and in-silico retention indices.

Yizeng Liang, Dongsheng Cao, Jun Yan, 2013, Talanta.

Alternative moving window factor analysis ( AMWFA ) for resolution of embedded peaks in complex GC-MS dataset of metabonomics/metabolomics study

Yizeng Liang, Lunzhao Yi, Zhong-da Zeng, 2010 .

Detection and use of selective ions for providing initial estimates of the concentration vectors in iterative target transformation factor analysis.

Yizeng Liang, Liang-xiao Zhang, O. Kvalheim, 2010, Journal of chromatography. A.

Analyzing of the volatile chemical constituents in Artemisia capillaris herba by GC-MS and correlative chemometric resolution methods.

Yizeng Liang, Cheng-Jian Xu, Fang-qiu Guo, 2004, Journal of pharmaceutical and biomedical analysis.

Resolution and identification of the acidic fraction of a petroleum ether extract ofRadix Rehmanniae Preparata by an evolving chemometric approach

Yizeng Liang, Cheng-Jian Xu, B. Li, 2003 .

QSPR modeling of thermal conductivity detection response factors for diverse organic compound

Yizeng Liang, Fengping Liu, C. Cao, 2006 .

Synthesis and Anti-Human Immunodeficiency Virus Type 1 Activity of (E)-N-Phenylstyryl-N-alkylacetamide Derivatives

Yizeng Liang, Ji-Jun Chen, Yong-tang Zheng, 2009, Molecules.

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

Yizeng Liang, Qingsong Xu, Jian-hua Huang, 2013, Analytica chimica acta.

Quantitative and qualitative determination of LiuweiDihuang preparations by ultra high performance liquid chromatography in dual-wavelength fingerprinting mode and random forest.

Yizeng Liang, D. Guo, D. Liao, 2015, Journal of separation science.

Structural Interpretation of the Topological Index. 2. The Molecular Connectivity Index, the Kappa Index, and the Atom-type E-State Index

Yi-Zeng Liang, Hong Yin, Kai-Tai Fang, 2004, J. Chem. Inf. Model..

Application of nonlinear chemical fingerprinting to identification, evaluation and clinical use of Glycyrrhiza

Yizeng Liang, XuanQi Fang, Tai-ming Zhang, 2010 .

Chemical fingerprinting of Su-He-Xiang-Wan and attribution of major characteristic peaks for its quality control by GC-MS

Yizeng Liang, Liang-xiao Zhang, Mingshan Zhang, 2013 .

Separation of phenolic acids and flavonoids from Trollius chinensis Bunge by high speed counter-current chromatography.

Yizeng Liang, Dabing Ren, Yan-Hua Qin, 2015, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

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

Yizeng Liang, Qingsong Xu, Xin Huang, 2018, Journal of Mathematical Chemistry.

A multi-sequential number-theoretic optimization algorithm using clustering methods

Yizeng Liang, Qingsong Xu, Z. Hou, 2005 .

In vitro antioxidant and antimicrobial activities of the extract of Pericarpium Citri Reticulatae of a new Citrus cultivar and its main flavonoids

Yizeng Liang, Zhi-biao Yi, Yan Yu, 2008 .

Purification, partial characterization and antioxidant activity of polysaccharides from Glycyrrhiza uralensis.

Yizeng Liang, Xiao-qing Chen, Ci-Hai Zhang, 2015, International journal of biological macromolecules.

The vector of calibration ratios: a simple transfer method for mass spectra.

Yizeng Liang, Liang-xiao Zhang, O. Kvalheim, 2010, Journal of chromatography. A.

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

Yizeng Liang, F. Chau, Cheng-Jian Xu, 2005, Talanta.

Application of combined approach to analyze the constituents of essential oil from Dong quai

Yizeng Liang, Fang-qiu Guo, Ya-Li Wang, 2004, Analytical and bioanalytical chemistry.

Neutral losses: a type of important variables in prediction of branching degree for acyclic alkenes from mass spectra.

Yizeng Liang, Dongsheng Cao, Liang-xiao Zhang, 2012, Analytica chimica acta.

Quality control and discrimination of pericarpium citri reticulatae and pericarpium citri reticulatae viride based on high-performance liquid chromatographic fingerprints and multivariate statistical analysis.

Yi-Zeng Liang, Lunzhao Yi, Yizeng Liang, 2007, Analytica chimica acta.

Chemical Fingerprint Analysis for Quality Control of Herba Ephedrae Based on HPLC-DAD Combined with Chemometrics Methods

Yizeng Liang, Zhimin Zhang, Haiyang Yi, 2012 .

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 .

Comparison of the volatile constituents of different parts of Cortex magnolia officinalis by GC-MS combined with chemometric resolution method.

Yi-Zeng Liang, Mao-Mao Zeng, Liang-Xiao Zhang, 2009, Journal of separation science.

Retention Indices for Identification of Aroma Compounds by GC: Development and Application of a Retention Index Database

Yizeng Liang, Jun Yan, Xuan Zhong, 2014, Chromatographia.

Evaluation and prediction of the antioxidant activity of Epimedium from multi-wavelength chromatographic fingerprints and chemometrics

Yi-Zeng Liang, Hongmei Lu, Zhimin Zhang, 2014 .

[Raman spectroscopy fluorescence background correction and its application in clustering analysis of medicines].

Yizeng Liang, Zhimin Zhang, Shan Chen, 2010, Guang pu xue yu guang pu fen xi = Guang pu.

Fundamentals of Wavelet Transform

Junbin Gao, Yi-Zeng Liang, Foo-Tim Chau, 2004 .

Alternative moving window factor analysis for comparison analysis between complex chromatographic data.

Qing-Song Xu, Yi-Zeng Liang, Bo-Yan Li, 2006, Journal of chromatography. A.

INVESTIGATION OF CHEMICAL COMPONENTS VARIATION IN MAXING SHIGAN DECOCTION BY HPLC-DAD

Yizeng Liang, Dongsheng Cao, Jun Yan, 2012 .

Simultaneously quantitative measurement of comprehensive profiles of esterified and non-esterified fatty acid in plasma of type 2 diabetic patients.

Yizeng Liang, Lunzhao Yi, Jun He, 2007, Chemistry and physics of lipids.

Modeling based on subspace orthogonal projections for QSAR and QSPR research

Qing-Song Xu, Yi-Zeng Liang, Olav M. Kvalheim, 2008 .

Principles and methodologies in self-modeling curve resolution

Yi-Zeng Liang, Yukihiro Ozaki, Jian-Hui Jiang, 2004 .

Using orthogonal projection approach (OPA) for rank-deficient reaction processes

Yi-Zeng Liang, Desire L. Massart, Susan Gourvenec, 2006 .

Subwindow factor analysis

Yi-Zeng Liang, Yizeng Liang, R. Manne, 1999 .

Comparative Analysis of the Volatile Components of Agrimonia eupatoria from Leaves and Roots by Gas Chromatography-Mass Spectrometry and Multivariate Curve Resolution

Yizeng Liang, J. Xie, Lan-fang Huang, 2013, Journal of analytical methods in chemistry.

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

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2013 .

Temperature-programmed retention indices for gas chromatography-mass spectroscopy analysis of plant essential oils.

Yizeng Liang, Chenxi Zhao, Xiao-ning Li, 2005, Journal of chromatography. A.

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.

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

Qing-Song Xu, Yi-Zeng Liang, Baichuan Deng, 2016 .

Chromatographic fingerprinting and chemometric techniques for quality control of herb medicines

Yi-Zeng Liang, Zhimin Zhang, Foo-Tim Chau, 2014 .

One‐Dimensional Signal Processing Techniques in Chemistry

Junbin Gao, Yi-Zeng Liang, Foo-Tim Chau, 2004 .

Spectral correlative chromatography and its application to analysis of chromatographic fingerprints of herbal medicines.

Yi-Zeng Liang, Bo-Yan Li, Cheng-Jian Xu, 2004, Journal of separation science.

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

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

Recursive Wavelet Peak Detection of Analytical Signals

Yi-Zeng Liang, Hongmei Lu, Zhimin Zhang, 2016, Chromatographia.

Information theory applied to chromatographic fingerprint of herbal medicine for quality control.

Yi-Zeng Liang, Foo-Tim Chau, Fan Gong, 2003, Journal of chromatography. A.

CHROMATOGRAPHIC FINGERPRINTS OF SEED EMBRYO OF NELUMBO NUCIFERA GAERTN BY REVERSED-PHASE AND HYDROPHILIC INTERACTION LIQUID CHROMATOGRAPHY

Yizeng Liang, Bing Wang, Shao-yin Liu, 2012 .

Development of high-performance liquid chromatographic fingerprints for distinguishing Chinese Angelica from related umbelliferae herbs.

Yi-Zeng Liang, Zhi-Hong Jiang, Yizeng Liang, 2005, Journal of chromatography. A.

Screening and analysis of the multiple absorbed bioactive components and metabolites of Dangguibuxue decoction by the metabolic fingerprinting technique and liquid chromatography/diode-array detection mass spectrometry.

Yizeng Liang, Lunzhao Yi, Zhi-biao Yi, 2007, Rapid communications in mass spectrometry : RCM.

High-performance liquid chromatography with atmospheric pressure chemical ionization and electrospray ionization mass spectrometry for analysis of Angelica sinensis.

Yizeng Liang, Ya-Li Wang, Ben-mei Chen, 2007, Phytochemical analysis : PCA.

Determination of the volatile chemical constituents of Notoptergium incium by gas chromatography-mass spectrometry and iterative or non-iterative chemometrics resolution methods.

Yi-Zeng Liang, Cheng-Jian Xu, Fang-Qiu Guo, 2003, Journal of chromatography. A.

Molecular graph center, a novel approach to locate the center of a molecule and a new centric index

Yizeng Liang, Qian-Nan Hu, Feng-lian Ren, 2003 .

Critical value determination on similarity of fingerprints

Yi-Zeng Liang, Kai-Tai Fang, Yizeng Liang, 2006 .

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

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2015, Analytica chimica acta.

Application of fast Fourier transform cross-correlation and mass spectrometry data for accurate alignment of chromatograms.

Yi-Zeng Liang, Yong-Huan Yun, Jian-Hua Huang, 2013, Journal of chromatography. A.

LC-DAD-APCI-MS-based screening and analysis of the absorption and metabolite components in plasma from a rabbit administered an oral solution of danggui

Yizeng Liang, Qian-Nan Hu, Ya-Li Wang, 2005, Analytical and bioanalytical chemistry.

Mixture analysis using reverse searching and non-negative least squares

Yi-Zeng Liang, Hongmei Lu, Zhimin Zhang, 2014 .

Semiautomated Alignment of High-Throughput Metabolite Profiles with Chemometric Tools

Yi-Zeng Liang, Foo-Tim Chau, Ze-Ying Wu, 2017, Journal of analytical methods in chemistry.

A green method for the quantification of polysaccharides in Dendrobium officinale

Yi-Zeng Liang, Hongmei Lu, Yong-Huan Yun, 2015 .

Chromatographic fingerprint of Semen Armeniacae Amarae based on high-performance liquid chromatogram and chemometric methods

Yi-Zeng Liang, Lunzhao Yi, Yizeng Liang, 2012 .

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

Yi-Zeng Liang, Cheng-Jian Xu, Jian-Hui Jiang, 2000 .

Weighted variable kernel support vector machine classifier for metabolomics data analysis

Qing-Song Xu, Yi-Zeng Liang, Yong-Huan Yun, 2015 .

Comparing chemical fingerprints of herbal medicines using modified window target-testing factor analysis

Yi-Zeng Liang, Zhong-Da Zeng, Cheng-Jian Xu, 2005, Analytical and bioanalytical chemistry.

Variation in chemical composition and antibacterial activities of essential oils from two species of Houttuynia THUNB.

Yizeng Liang, Hongmei Lu, Xian-jin Wu, 2006, Chemical & pharmaceutical bulletin.

Application of Orthogonal Block Variables and Canonical Correlation Analysis in Modeling Pharmacological Activity of Alkaloids from Plant Medicines

Yi-Zeng Liang, Qian-Nan Hu, Yizeng Liang, 2021, Journal of Data Science.

Variable selection for discriminating herbal medicines with chromatographic fingerprints.

Yi-Zeng Liang, Foo-Tim Chau, Fan Gong, 2006, Analytica chimica acta.

Tentative fingerprint-efficacy study of Houttuynia cordata injection in quality control of traditional Chinese medicine.

Yi-Zeng Liang, Yizeng Liang, Hongmei Lu, 2006, Chemical & pharmaceutical bulletin.

Plasma fatty acid metabolic profiling and biomarkers of type 2 diabetes mellitus based on GC/MS and PLS‐LDA

Yi-Zeng Liang, Foo-Tim Chau, Yizeng Liang, 2006, FEBS letters.

Comparative analysis of volatile constituents between recipe jingfangsan and its single herbs by GC-MS combined with alternative moving window factor analysis method.

Yi-Zeng Liang, Liang-Xiao Zhang, Yizeng Liang, 2009, Journal of separation science.

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

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

Building an Honest Tree for Mass Spectra Classification Based on Prior Logarithm Normal Distribution

Yi-Zeng Liang, Cheng-Jian Xu, Ping He, 2021, Journal of Data Science.

Chemical knowledge discovery from mass spectral database: I. Isotope distribution and Beynon table

Yizeng Liang, F. Gan, 2001 .

Comparative analysis of volatile components from Clematis species growing in China.

Yi-Zeng Liang, Lunzhao Yi, Zhong-Da Zeng, 2007, Analytica chimica acta.

Chemometrics: From Basics to Wavelet Transform

Junbin Gao, Yi-Zeng Liang, Yizeng Liang, 2004 .

Serum Metabolic Fingerprinting to Detect Human Nasopharyngeal Carcinoma Based on Gas Chromatography-Mass Spectrometry and Partial Least Squares-Linear Discriminant Analysis

Yizeng Liang, Lunzhao Yi, Zhuchu Chen, 2011 .

Comparison of the volatile compounds of Atractylodes medicinal plants by headspace solid-phase microextraction-gas chromatography–mass spectrometry

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2006 .

Using nonrandom two-liquid model for solvent system selection in counter-current chromatography.

Yizeng Liang, Hongmei Lu, Yong-Huan Yun, 2014, Journal of chromatography. A.

Strategies for structure elucidation of small molecules using gas chromatography-mass spectrometric data

Yizeng Liang, Dongsheng Cao, Liang-xiao Zhang, 2013 .

The error analysis of the determination of the activity coefficients via the isopiestic method

Yizeng Liang, Qi-yuan Chen, Yong Zhou, 2005 .

Rapid analysis of polysaccharides contents in Glycyrrhiza by near infrared spectroscopy and chemometrics.

Yizeng Liang, Wei Fan, Yong-Huan Yun, 2015, International journal of biological macromolecules.

An ultra high performance liquid chromatography with tandem mass spectrometry method for plasma and cerebrospinal fluid pharmacokinetics of rhein in patients with traumatic brain injury after administration of rhubarb decoction.

Yizeng Liang, Lunzhao Yi, Hongmei Lu, 2015, Journal of separation science.

Simultaneous determination of L-arginine and its mono- and dimethylated metabolites in human plasma by high-performance liquid chromatography–mass spectrometry

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2004, Analytical and bioanalytical chemistry.

Rapid simultaneous determination of arginine and methylated arginines in human urine by high-performance liquid chromatography–mass spectrometry

Yizeng Liang, Qian-Nan Hu, Fang-qiu Guo, 2003 .

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

Yizeng Liang, Li-min Xu, Shao-yin Liu, 2008 .

Concentration of Components in Danggui-Buxue Decoction by Macroporous Resin Chromatography Guided with LC

Yizeng Liang, B. Wang, Xinrong Dong, 2010 .

Density functional investigation of the molecular structures, vibrational and absorption spectra of metal thiolate complexes, M(SC6H5)3 (M = As, Sb or Bi)

Yizeng Liang, J. Xiang, Yonghui He, 2012 .

RAPID AND SIMULTANEOUS DETERMINATION OF COPPER, CADMIUM, NICKEL, AND COBALT IN ZINC ELECTROLYTE SOLUTIONS BY COMPLEX ADSORPTION WAVE POLAROGRAPHY

Yizeng Liang, Ming-hao Zhang, 2002 .

Interaction of glycyrrhetinic acid, furosemide and hydrochlorothiazide with bovine serum albumin and their displacement interactions: capillary electrophoresis and fluorescence quenching study.

Yizeng Liang, Bing Wang, Maomao Zeng, 2008, Biomedical chromatography : BMC.

Identification and determination of nucleosides in Cordyceps sinensis and its substitutes by high performance liquid chromatography with mass spectrometric detection.

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2006, Journal of pharmaceutical and biomedical analysis.

Simultaneous separation and determination of active components in Cordyceps sinensis and Cordyceps militarris by LC/ESI-MS.

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2003, Journal of pharmaceutical and biomedical analysis.

The landscape adaptive particle swarm optimizer

Douglas B. Kell, Joshua D. Knowles, Hongmei Lu, 2008, Appl. Soft Comput..

An intelligent background-correction algorithm for highly fluorescent samples in Raman spectroscopy

Yi-Zeng Liang, Fei Ye, Zhimin Zhang, 2010 .

The effects of different experimental designs on parameter estimation in the kinetics of a reversible chemical reaction

Yi-Zeng Liang, Kai-Tai Fang, Qing-Song Xu, 2000 .

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..

The analysis of Radix Angelicae Sinensis (Danggui).

Lunzhao Yi, Yizeng Liang, Yizeng Liang, 2009, Journal of chromatography. A.

Development and validation of LC-MS method for the determination of lisinopril in human plasma and its application in a bioequivalence study.

Yizeng Liang, Xian Chen, Ping Wang, 2008, Journal of chromatographic science.

Ferrocenoyl phenylalanine: a new strategy toward supramolecular hydrogels with multistimuli responsive properties.

Yizeng Liang, Yonghui He, Liu Deng, 2013, Journal of the American Chemical Society.

Sparse canonical correlation analysis applied to ‐omics studies for integrative analysis and biomarker discovery

Dong-Sheng Cao, Yi-Zeng Liang, Shao Liu, 2015 .

Improving Data Fitting of a Signal Transduction Model by Global Sensitivity Analysis

Hong Yue, Yisu Jin, Yizeng Liang, 2007, 2007 American Control Conference.

Associative Behavior of Benzyl Alcohol in Carbon Tetrachloride Solutions

Yizeng Liang, O. Kvalheim, H. Høiland, 1997 .

Baseline correction of high resolution spectral profile data based on exponential smoothing

Yi-Zeng Liang, Ling Yu, Xinbo Liu, 2014 .

Selective iteratively reweighted quantile regression for baseline correction

Chen Chen, Yizeng Liang, Chaoping Zhang, 2014, Analytical and Bioanalytical Chemistry.

Characterization of the interaction between furosemide and bovine serum albumin

Yizeng Liang, Ping Wang, N. Zhou, 2008 .

18β-Glycyrrhetinic acid interaction with bovine serum albumin

Yizeng Liang, Ping Wang, N. Zhou, 2007 .

Baseline correction using adaptive iteratively reweighted penalized least squares.

Yi-Zeng Liang, Shan Chen, Zhi-Min Zhang, 2010, The Analyst.

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.

Separation of nine compounds from Salvia plebeia R.Br. using two-step high-speed counter-current chromatography with different elution modes.

Yizeng Liang, Hongmei Lu, Yong-Huan Yun, 2014, Journal of separation science.

Data Preprocessing for Chromatographic Fingerprint of Herbal Medicine with Chemometric Approaches

Fan Gong, Yizeng Liang, F. Chau, 2005 .

INVESTIGATION OF THE ALLOMERIZATION REACTION OF CHLOROPHYLL a: USE OF DIODE ARRAY HPLC, MASS SPECTROMETRY AND CHEMOMETRIC FACTOR ANALYSIS FOR THE DETECTION OF EARLY PRODUCTS

R. Brereton, Yizeng Liang, O. Kvalheim, 1994 .

Chromatographic fingerprint analysis--a rational approach for quality assessment of traditional Chinese herbal medicine.

Yi-zeng Liang, Runtao Tian, Yizeng Liang, 2006, Journal of chromatography. A.

Evaluation of the antimicrobial mode of berberine by LC/ESI-MS combined with principal component analysis.

Yizeng Liang, Yan Yu, Zhi-biao Yi, 2007, Journal of pharmaceutical and biomedical analysis.

Analysis of volatile fractions of Schisandra chinensis (Turcz.) Baill. using GC-MS and chemometric resolution.

Yizeng Liang, F. Chau, Xiao-ning Li, 2003, Phytochemical analysis : PCA.

Main antimicrobial components of Tinospora capillipes, and their mode of action against Staphylococcus aureus

Yizeng Liang, Zhi-biao Yi, Yan Yu, 2007, FEBS letters.

Determination of Essential Oil Composition from Osmanthus fragrans Tea by GC-MS Combined with a Chemometric Resolution Method

Yizeng Liang, Fang-qiu Guo, Wei-ping Wang, 2010, Molecules.

Correlation and prediction of partition coefficient using nonrandom two-liquid segment activity coefficient model for solvent system selection in counter-current chromatography separation.

Chen Chen, Yizeng Liang, Dabing Ren, 2013, Journal of chromatography. A.

Computation-aided separation of seven components from Spirodela polyrrhiza (L.) via counter-current chromatography

Yizeng Liang, Lunzhao Yi, Wenbin Liu, 2016 .

Systematic and practical solvent system selection strategy based on the nonrandom two-liquid segment activity coefficient model for real-life counter-current chromatography separation.

Yizeng Liang, Lunzhao Yi, Baichuan Deng, 2015, Journal of chromatography. A.

Discovery of mass spectral characteristics and automatic identification of wax esters from gas chromatography mass spectrometry data.

Yizeng Liang, Dongsheng Cao, Liang-xiao Zhang, 2010, Journal of chromatography. A.

Determining method and conditional factors of electrochemical fingerprint of Chinese traditional medicine

Bin Yuan, Yi-Zeng Liang, Xu Chen, 2007 .

Development of the chromatographic ﬁngerprint of Scutellaria barbata D. Don by GC-MS combined with Chemometrics methods.

Yizeng Liang, Hongmei Lu, Fang-qiu Guo, 2011, 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 .

Pharmacokinetic comparison of the vasorelaxant compound ferulic acid following the administration of Guanxin II to healthy volunteers and patients with angina pectoris

Yizeng Liang, Hongmei Lu, Zhaoqian Liu, 2013, Experimental and therapeutic medicine.

Mass spectral profiling: An effective tool for quality control of herbal medicines

Yizeng Liang, F. Chau, Zhong-da Zeng, 2007, Analytica Chimica Acta.

Numerical model for the investigation of countercurrent chromatography.

Yizeng Liang, B. Wang, Gui-Xiang Xie, 2011, Journal of separation science.

Effects of injection volume on chromatographic features and resolution in the process of counter-current chromatography.

Yizeng Liang, Wei Fan, Dabing Ren, 2013, Journal of chromatography. A.

Pretreatments of chromatographic fingerprints for quality control of herbal medicines.

Yi-Zeng Liang, Yvan Vander Heyden, Foo-Tim Chau, 2006, Journal of chromatography. A.

Quality evaluation of fingerprints of herbal medicine with chromatographic data

Yi-Zeng Liang, Bo-Yan Li, Pei-Shan Xie, 2004 .

Chromatographic fingerprinting and metabolomics for quality control of TCM.

Yi-Zeng Liang, Pei-Shan Xie, Kelvin Chan, 2010, Combinatorial chemistry & high throughput screening.

Comparative analysis of volatile constituents in Citrus reticulata Blanco using GC-MS and alternative moving window factor analysis.

Yizeng Liang, Xiao-ru Li, Guang-wei Xu, 2009, Journal of separation science.

Analysis of essential oils and fatty acids from Platycodi Radix using chemometric methods and retention indices.

Yizeng Liang, Dongsheng Cao, Jun Yan, 2013, Journal of chromatographic science.

Effects of home preparation on organophosphorus pesticide residues in raw cucumber

Yizeng Liang, Y. Liu, Wei Wang, 2012 .

Quantitative determination of azithromycin in human plasma by liquid chromatography-mass spectrometry and its application in a bioequivalence study.

Yizeng Liang, P. Zhou, Xiang Chen, 2006, Journal of pharmaceutical and biomedical analysis.

Simultaneous Determination of Enalapril and Enalaprilat in Human Plasma by LC-MS: Application to a Bioequivalence Study

Yizeng Liang, Lunzhao Yi, Zhi-biao Yi, 2007 .

Comparative analysis of essential oils from eight herbal medicines with pungent flavor and cool nature by GC-MS and chemometric resolution methods.

Foo-Tim Chau, Yizeng Liang, Zhongda Zeng, 2009, Journal of separation science.

Interpretation of the characteristic fragmentation mechanisms through determining the initial ionization site by natural spin density: A study on the derivatives of tryptophan and tryptamine

Yizeng Liang, Liang-xiao Zhang, Y. Ouyang, 2009 .

Simultaneous determination of lead and tin at the bismuth film electrode by square wave stripping voltammetry and chemometric methods

Yizeng Liang, Jun Bin, Zhimin Zhang, 2016 .

A simple and sensitive assay of nucleic acids based on the enhanced resonance light scattering of zwitterionics

Yizeng Liang, Z. Chen, Jinbin Liu, 2005 .

Application of random forests to select premium quality vegetable oils by their fatty acid composition.

Jun Bin, Yi-zeng Liang, Jian-hua Huang, 2014, Food chemistry.

Simultaneous separation and determination of four main isoflavonoids in Astragali Radix by an isocratic LC/ESI-MS method

Yizeng Liang, Jie Zhang, Chengcheng Ge, 2016 .

Simultaneous separation and purification of calycosin and formononetin from crude extract of Astragalus membranaceus Bge. var. mongholicus (Bge.) using high-speed counter-current chromatography

Yizeng Liang, Xinrong Dong, Xia Li, 2014, Journal of Analytical Chemistry.

Simultaneous Separation of Four Flavonoids and Two Astragalosides from Radix Astragali by Semi-Preparative LC

Yizeng Liang, B. Wang, Xinrong Dong, 2010 .

A rapid, simple, specific liquid chromatographic-electrospray mass spectrometry method for the determination of finasteride in human plasma and its application to pharmacokinetic study.

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2007, Journal of pharmaceutical and biomedical analysis.

A new method for wavelength interval selection that intelligently optimizes the locations, widths and combinations of the intervals.

Yong-Huan Yun, Yi-Zeng Liang, Bai-Chuan Deng, 2015, The Analyst.

Simultaneous determination of adenine, uridine and adenosine in cordyceps sinensis and its substitutes by LC/ESI-MS

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2004 .

The boosting: A new idea of building models

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

Assessing phylogenetic relationships of Lycium samples using RAPD and entropy theory

Yizeng Liang, K. Fang, R. N. Wong, 2005, Acta Pharmacologica Sinica.

Quantitation of L-arginine and asymmetric dimethylarginine in human plasma by LC-selective ion mode-MS for Type 2 diabetes mellitus study.

Yizeng Liang, Lunzhao Yi, Zhiguang Zhou, 2011, Chemical & pharmaceutical bulletin.

Determination of volatile components in ginger using gas chromatography-mass spectrometry with resolution improved by data processing techniques.

Yizeng Liang, Y. Fung, F. Gong, 2004, Journal of agricultural and food chemistry.

Fingerprinting Analysis of Raw Herb: Application of Chemometrics Techniques for Finding out Chemical Fingerprint of Chinese Herb

Yi-Zeng Liang, Foo-Tim Chau, Daniel K. W. Mok, 2001 .

Study of the Self-Association of Alcohols by Near-Infrared Spectroscopy and Multivariate 2D Techniques

Yizeng Liang, O. Kvalheim, A. Christy, 2002 .

Data mining for seeking accurate quantitative relationship between molecular structure and GC retention indices of alkanes by projection pursuit

Yiping Du, Yizeng Liang, Yizeng Liang, 2003, Comput. Biol. Chem..

Data Mining for Seeking an Accurate Quantitative Relationship between Molecular Structure and GC Retention Indices of Alkenes by Projection Pursuit

Dong Yun, Yiping Du, Yizeng Liang, 2002, J. Chem. Inf. Comput. Sci..

PyDPI: Freely Available Python Package for Chemoinformatics, Bioinformatics, and Chemogenomics Studies

Dong-Sheng Cao, Qing-Song Xu, Jun Yan, 2013, J. Chem. Inf. Model..

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

Dong-Sheng Cao, Yi-Zeng Liang, Liu-Xia Zhang, 2013, PloS one.

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

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2013, Bioinform..

Rapid, simple, specific liquid chromatographic-electrospray mass spectrometry method for the determination of glibenclamide in human plasma

Yizeng Liang, Fang-qiu Guo, Ya-Li Wang, 2004 .

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

Qing-Song Xu, Yi-Zeng Liang, Jian-Hua Huang, 2013, Talanta.

Identification of the composition of fatty acids in Eucommia ulmoides seed oil by fraction chain length and mass spectrometry

Yizeng Liang, Liang-xiao Zhang, Bin-Bin Tan, 2010 .

A bootstrapping soft shrinkage approach for variable selection in chemical modeling.

Dong-Sheng Cao, Yi-Zeng Liang, Yong-Huan Yun, 2016, Analytica chimica acta.

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 .

Chromatographic fingerprint analysis of Fructus Aurantii Immaturus by HPLC-DAD and chemometric methods

Yizeng Liang, Lunzhao Yi, Xiaona Xu, 2011 .

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

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

Chromatographic fingerprinting and related chemometric techniques for quality control of traditional Chinese medicines.

Yizeng Liang, Peishan Xie, Footim Chau, 2010, Journal of separation science.

Validate antibacterial mode and find main bioactive components of traditional Chinese medicine Aquilegia oxysepala.

Yizeng Liang, Zhi-biao Yi, Yan Yu, 2007, Bioorganic & medicinal chemistry letters.

Supercritical CO2 extraction of emodin and physcion from Polygonum cuspidatum and subsequent isolation by semipreparative chromatography.

Yizeng Liang, Wangdong Ni, Hongmei Lu, 2006, Journal of separation science.

Systemic Analysis of Structures and Contents of Nitrogen-containing Compounds and Other Non-Hydrocarbons in Crude Oils in Conjunction with Chemometric Resolution Technique

Yizeng Liang, Fan Gong, Yizeng Liang, 2004, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.

Model population analysis for variable selection

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

Resolution of the essential constituents of Ramulus cinnamomi by an evolving chemometric approach

Yizeng Liang, Cheng-Jian Xu, Y Z Liang, 2001, Fresenius' journal of analytical chemistry.

Theoretical prediction of the Kovat's retention index for oxygen-containing organic compounds using novel topological indices.

Yizeng Liang, Chenzhong Cao, Neng Zhou, 2007, Analytica chimica acta.

QSPR study of GC retention indices for saturated esters on seven stationary phases based on novel topological indices.

Yizeng Liang, Fengping Liu, C. Cao, 2007, Talanta.

Supervised principal components: a new method for multivariate spectral analysis

Yi-Zeng Liang, Nian Liu, Kai Yang, 2013 .

Exploring metabolic syndrome serum free fatty acid profiles based on GC-SIM-MS combined with random forests and canonical correlation analysis.

Yizeng Liang, Lunzhao Yi, Jian-hua Huang, 2015, Talanta.

Fingerprint developing of coffee flavor by gas chromatography-mass spectrometry and combined chemometrics methods.

Yi-Zeng Liang, Fang-Qiu Guo, Lan-Fang Huang, 2007, Analytica chimica acta.

Toward automated biochemotype annotation for large compound libraries

Jun Xu, Yizeng Liang, Xian Chen, 2006, Molecular Diversity.

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.

Application of sparse linear discriminant analysis for metabolomics data

Yi-Zeng Liang, Chen Chen, Zhimin Zhang, 2014 .

A comprehensive investigation of proline fragmentation behavior in low-energy collision-induced dissociation peptide mass spectra

Yizeng Liang, Liang-xiao Zhang, Nai-ping Dong, 2011 .

Recent advances in the compound-oriented and pattern-oriented approaches to the quality control of herbal medicines

Yizeng Liang, Zhongda Zeng, Foo-tim Chau, 2008, Chinese medicine.

A Combinational Strategy of Model Disturbance and Outlier Comparison to Define Applicability Domain in Quantitative Structural Activity Relationship

Yi-Zeng Liang, Bo Kong, Jun Yan, 2014, Molecular informatics.

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

Yi-Zeng Liang, Yi-Ping Du, Qing-Song Xu, 2004 .

Comparative analysis of chemical components of essential oils from different samples of Rhododendron with the help of chemometrics methods

Yizeng Liang, Fang-qiu Guo, Chenxi Zhao, 2006 .

Simultaneous determination mercury species of Su-He-Xiang-Wan in rat tissues by HPLC-CVG-AFS

Yizeng Liang, Mingshan Zhang, Wei-ping Wang, 2013 .

The model adaptive space shrinkage (MASS) approach: a new method for simultaneous variable selection and outlier detection based on model population analysis.

Dong-Sheng Cao, Ming Wen, Bai-Chuan Deng, 2016, The Analyst.

Using variable combination population analysis for variable selection in multivariate calibration.

Qing-Song Xu, Yi-Zeng Liang, Yong-Huan Yun, 2015, Analytica chimica acta.

Development and Validation of LC–MS Method for the Determination of Hydroxyzine Hydrochloride in Human Plasma and Subsequent Application in a Bioequivalence Study

Yizeng Liang, Xian Chen, Ping Wang, 2007 .

Model population analysis in chemometrics

Yi-Zeng Liang, Yong-Huan Yun, Baichuan Deng, 2015 .

WITHDRAWN: Recent advances in chemometric methods for plant metabolomics: A review.

Lunzhao Yi, Yi Zhang, Naiping Dong, 2014, Biotechnology advances.

Monte Carlo cross validation

Yi-Zeng Liang, Qing-Song Xu, Yizeng Liang, 2001 .

Development and validation of liquid chromatography–mass spectrometry method for the determination of telmisartan in human plasma

Yizeng Liang, P. Zhou, Fang-qiu Guo, 2005 .

Simultaneous determination of traces amounts of cadmium, zinc, and cobalt based on UV-Vis spectrometry combined with wavelength selection and partial least squares regression.

Gaoyang Li, Yizeng Liang, Yizeng Liang, 2014, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

Simultaneous Determination of Six Trace Elements in Plant Medicines by Derivative Adsorption Waves in Conjunction with a Microwave Technique

Yizeng Liang, Yuewu Zhu, Tai-ming Zhang, 2007 .

Microwave digestion polarography for determining seven trace elements in Salvia Miltiorrhiza Root and compound Salvia Militiorrhiza Root injection simultaneously

Yizeng Liang, Tai-ming Zhang, Yi Huang, 2007 .

Elimination of matrix effect and simultaneous determination of multi-components in complex systems by matrix coefficient non-linearity multivariate calibration based on single point response signals.

Yizeng Liang, Tai-ming Zhang, Bin Yuan, 2007, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.

Combination of GC‐MS with local resolution for determining volatile components in si‐wu decoction

Yizeng Liang, F. Chau, F. Gong, 2003 .

Conversion of programmed-temperature retention indices from one set of conditions to another.

Yizeng Liang, Qingsong Xu, D. Yuan, 2007, Journal of chromatography. A.

Toward better QSAR/QSPR modeling: simultaneous outlier detection and variable selection using distribution of model features

Hongdong Li, Qingsong Xu, Yizeng Liang, 2011, J. Comput. Aided Mol. Des..

Quantitative determination of amantadine in human plasma by liquid chromatography-mass spectrometry and the application in a bioequivalence study.

Yizeng Liang, Lunzhao Yi, Zhi-biao Yi, 2007, Journal of pharmaceutical and biomedical analysis.

Exploring the relationship between 5'AMP-activated protein kinase and markers related to type 2 diabetes mellitus.

Yizeng Liang, Dongsheng Cao, Lunzhao Yi, 2013, Talanta.

A modified electronegativity equalization method for fast and accurate calculation of atomic charges in large biological molecules.

Yizeng Liang, Yizeng Liang, Y. Ouyang, 2009, Physical chemistry chemical physics : PCCP.

pH-Dependent Coordination of Pb2+ to Metallothionein2: Structures and Insight into Lead Detoxification

Yizeng Liang, J. Xiang, F. Zhou, 2014, Inorganic 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 .

Sample classification of GC-ToF-MS metabolomics data without the requirement for chromatographic deconvolution

Yizeng Liang, Zhimin Zhang, Hongmei Lu, 2011, Metabolomics.

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

Dong-Sheng Cao, Qing-Song Xu, Alex F. Chen, 2015 .

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 .

Comparison of the volatile constituents of Artemisia capillaris from different locations by gas chromatography-mass spectrometry and projection method.

Yi-Zeng Liang, Cheng-Jian Xu, Fang-Qiu Guo, 2004, Journal of chromatography. A.

Evaluation of separation quality in two-dimensional hyphenated chromatography

Yizeng Liang, Qingsong Xu, F. Chau, 2001 .

The hybrid of semisupervised manifold learning and spectrum kernel for classification

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2018 .

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 .

[Determination of adenosine and cordycepin in Cordyceps sinensis and C. militarris with HPLC-ESI-MS].

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2004, Zhongguo Zhong yao za zhi = Zhongguo zhongyao zazhi = China journal of Chinese materia medica.

Detection and identification of extra virgin olive oil adulteration by GC-MS combined with chemometrics.

Yang Yang, Yizeng Liang, Yizeng Liang, 2013, Journal of agricultural and food chemistry.

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

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

Chemometrics and modernization of traditional Chinese medicine

Qing-Song Xu, Lunzhao Yi, Yi-Zeng Liang, 2008 .

A two-way procedure for background correction of chromatographic/spectroscopic data by congruence analysis and least-squares fit of the zero-component regions: comparison with double-centering

Yi-Zeng Liang, Olav M. Kvalheim, Richard G. Brereton, 1993 .

[Profile-effect on quality control of Houttuynia cordata injection].

Yizeng Liang, Hongmei Lu, Pin Qian, 2005, Yao xue xue bao = Acta pharmaceutica Sinica.

Chemical composition and inhibitory effect on hepatic fibrosis of Danggui Buxue Decoction.

Yizeng Liang, Ping Wang, 2010, Fitoterapia.

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 .

A novel variable selection approach that iteratively optimizes variable space using weighted binary matrix sampling.

Lunzhao Yi, Yi-Zeng Liang, Yong-Huan Yun, 2014, The Analyst.

[Application of Intelligent Optimization Algorithms to Wavelength Selection of Near-Infrared Spectroscopy].

Wei Fan, Jun Bin, Ji-heng Zhou, 2017, Guang pu xue yu guang pu fen xi = Guang pu.

ChemoPy: freely available python package for computational biology and chemoinformatics

Dong-Sheng Cao, Qing-Song Xu, Yi-Zeng Liang, 2013, Bioinform..

Peak alignment using wavelet pattern matching and differential evolution.

Yi-Zeng Liang, Yizeng Liang, Zhimin Zhang, 2011, Talanta.

Determining method, conditional factors, traits and applications of nonlinear chemical fingerprint by using dissipative components in samples

Yizeng Liang, XuanQi Fang, Tai-ming Zhang, 2012, Science China Chemistry.

Principle of nonlinear chemical fingerprint by using dissipative components in samples as well as calculation and evaluation of similarity

Yizeng Liang, XuanQi Fang, Tai-ming Zhang, 2012, Science China Chemistry.

Comparative DFT study of [Mg(CHZ)3](ClO4)2 and [Mg(CHZ)3](NO3)2 (CHZ=Carbohydrazide)

Yizeng Liang, L. Fu, Hua-lin Xie, 2012, Journal of Wuhan University of Technology-Mater. Sci. Ed..

Comparative analysis of chemical components between barks and leaves of Eucommia ulmoides Oliver

Yizeng Liang, Wangsun Chen, Tai-ming Zhang, 2009 .

Aspects of recent developments in analytical chemometrics

Yi-Zeng Liang, Jian-Hui Jiang, Hai-Long Wu, 2006 .

A Brief Survey on Nonlinear Surface Plasmonics

Yizeng Liang, Yizeng Liang, 2017 .

Comparative analysis of the volatile components in cut tobacco from different locations with gas chromatography-mass spectrometry (GC-MS) and combined chemometric methods.

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2006, Analytica chimica acta.

Heuristic evolving latent projections: Resolving hyphenated chromatographic profiles by component stripping

Yi-Zeng Liang, Olav M. Kvalheim, Yizeng Liang, 1993 .

Quantification of target components in complex mixtures using alternative moving window factor analysis and two-step iterative constraint method.

Yizeng Liang, F. Chau, Jing-Rong Wang, 2008, Talanta.

Chromatographic fingerprint investigation for quality evaluation and control of Shengui hair-growth tincture.

Yizeng Liang, Hai Wu, H. Yang, 2010, Planta medica.

Investigation of Scrambled Ions in Tandem Mass Spectra. Part 1. Statistical Characterization

Yizeng Liang, Lunzhao Yi, Nai-ping Dong, 2012, Journal of The American Society for Mass Spectrometry.

Evaluation of gas chromatography-mass spectrometry in conjunction with chemometric resolution for identification of nitrogen compounds in crude oil.

Yizeng Liang, Yiping Du, You-Qun Song, 2003, Talanta.

In silico evaluation of logD7.4 and comparison with other prediction methods

Dong-Sheng Cao, Nan Xiao, Yi-Zeng Liang, 2015 .

Comments on the Baseline Removal Method Based on Quantile Regression and Comparison of Several Methods

Yi-Zeng Liang, Zhimin Zhang, Yizeng Liang, 2012, Chromatographia.

Erratum to: Informative metabolites identification by variable importance analysis based on random variable combination

Yizeng Liang, Lunzhao Yi, Jun Yan, 2015, Metabolomics.

EVALUATION OF ANTIOXIDANT ACTIVITIES OF AQUILEGIA OXYSEPALA HYDROETHANOLIC EXTRACT

Yizeng Liang, Zhi-biao Yi, Yan Yu, 2009 .

Uncover the path from PCR to PLS via elastic component regression

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

Modified secured principal component regression for detection of unexpected chromatographic features in herbal fingerprints.

Yun Hu, Yi-Zeng Liang, Bo-Yan Li, 2006, The Analyst.

Robust alignment of chromatograms by statistically analyzing the shifts matrix generated by moving window fast Fourier transform cross-correlation.

Ming Wen, Hongmei Lu, Yizeng Liang, 2015, Journal of separation science.

Nonlinear alignment of chromatograms by means of moving window fast Fourier transfrom cross-correlation.

Yi-Zeng Liang, Zhong Li, Jing Huang, 2013, Journal of separation science.

Simple and rapid determination of adenosine in human synovial fluid with high performance liquid chromatography-mass spectrometry.

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2004, Journal of pharmaceutical and biomedical analysis.

Multicomponent spectral correlative chromatography applied to complex herbal medicines.

Yun Hu, Yi-Zeng Liang, Bo-Yan Li, 2004, Journal of agricultural and food chemistry.

Determination of trace elements in high purity nickel by high resolution inductively coupled plasma mass spectrometry

Yizeng Liang, Hua-lin Xie, You-gen Tang, 2012 .

Iteratively variable subset optimization for multivariate calibration

Yi-Zeng Liang, Yong-Huan Yun, Baichuan Deng, 2015 .

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

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

Selection of neutral losses and characteristic ions for mass spectral classifier.

Yizeng Liang, Liangxiao Zhang, Yizeng Liang, 2009, The Analyst.

Deconvolution in one-dimensional chromatography by heuristic evolving latent projections of whole profiles retention time shifted by simplex optimization of cross-correlation between target peaks

Yizeng Liang, O. Kvalheim, R. Andersson, 1993 .

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

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

Diagnosis and resolution of multiwavelength chromatograms by rank map, orthogonal projections and sequential rank analysis

Yi-Zeng Liang, Olav M. Kvalheim, Yizeng Liang, 1994 .

Robust multivariate calibration algorithm based on least median of squares and sequential number theory optimization method

Yi-Zeng Liang, Kai-Tai Fang, Yizeng Liang, 1996 .

Simultaneous determination of neutral and uronic sugars based on UV-vis spectrometry combined with PLS.

Yizeng Liang, Zhimin Zhang, Yong-Huan Yun, 2016, International journal of biological macromolecules.

Feature extraction from resolution perspective for gas chromatography-mass spectrometry datasets

Yi-Zeng Liang, Zhimin Zhang, Hongmei Lu, 2016 .

Designing of molecularly imprinted polymer-based potentiometric sensor for the determination of heparin.

Yizeng Liang, You-cai Liu, Lifeng Li, 2013, Analytical biochemistry.

Chemometric resolution of ATR-IR spectra data for polycondensation reaction of bis(hydroxyethylterephthalate) with a combination of self-modeling curve resolution (SMCR) and local rank analysis.

Jian-hui Jiang, Y. Ozaki, Yizeng Liang, 2003, The Analyst.

Uniform design-based sensitivity analysis of circadian rhythm model in Neurospora

Jinyu Ma, Yisu Jin, Xiaofang Peng, 2008, Comput. Chem. Eng..

PLS regression based on sure independence screening for multivariate calibration

Qing-Song Xu, Yi-Zeng Liang, Xin Huang, 2012 .

Recipe for revealing informative metabolites based on model population analysis

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

Anti-inflammatory effect of Houttuynia cordata injection

Yizeng Liang, Lunzhao Yi, Hongmei Lu, 2005, Journal of Ethnopharmacology.

ChemoPy: freely available python package for computational biology and chemoinformatics

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2013, Bioinform..

Exploring metabolic syndrome serum profiling based on gas chromatography mass spectrometry and random forest models.

Yizeng Liang, Lunzhao Yi, Jian-hua Huang, 2014, Analytica chimica acta.

Multiscale peak detection in wavelet space.

Yi-Zeng Liang, Ying Peng, Xiao-Qing Chen, 2015, The Analyst.

Piece-wise quasi-linear modeling in QSAR and analytical calibration based on linear substructures detected by genetic algorithm

Yi-Zeng Liang, Ru-Qin Yu, Nasser A.M. Barakat, 2004 .

Orthogonalization of Block Variables by Subspace-Projection for Quantitative Structure Property Relationship (QSPR) Research

Boyan Li, Yiping Du, Cheng-Jian Xu, 2002, J. Chem. Inf. Comput. Sci..

Establishment of reliable mass spectra and retention indices library: identification of fatty acids in human plasma without authentic standards.

Yizeng Liang, Liang-xiao Zhang, Hongmei Lu, 2012, Talanta.

Recipe for uncovering the bioactive components in herbal medicine.

Foo-Tim Chau, Yizeng Liang, Cheng-Jian Xu, 2009, Analytical chemistry.

A novel variable selection approach that iteratively optimizes variable space using weighted binary matrix sampling.

Yizeng Liang, Lunzhao Yi, Yong-Huan Yun, 2014, The Analyst.

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 .

Assessment of peak origin and purity in one-dimensional chromatography by experimental design and heuristic evolving latent projections

Yi-Zeng Liang, Olav M. Kvalheim, Yizeng Liang, 1994 .

Determination of a multivariate detection limit and local chemical rank by designing a non‐parametric test from the zero‐component regions

Agnar Höskuldsson, A. Höskuldsson, Yizeng Liang, 1993 .

Resolution of two-way data: theoretical background and practical problem-solving Part 1: Theoretical background and methodology

Y Liang, O M Kvalheim, Yizeng Liang, 2001, Fresenius' journal of analytical chemistry.

Morphological weighted penalized least squares for background correction.

Qing-Song Xu, Yi-Zeng Liang, Zhimin Zhang, 2013, The Analyst.

New Approach by Kriging Models to Problems in QSAR

Yi-Zeng Liang, Hong Yin, Kai-Tai Fang, 2004, J. Chem. Inf. Model..

Pre-treatment of diffuse reflectance infrared spectra for quantitative analysis of macro porous polymer particles

Yizeng Liang, O. Kvalheim, A. Christy, 1999 .

Identification of structures of nitrogen-containing compounds in crude oils in conjunction with chemometric resolution.

Yizeng Liang, Fang-qiu Guo, Chenxi Zhao, 2004, Annali di chimica.

Analysis of volatile components from Cortex cinnamomi with hyphenated chromatography and chemometric resolution.

Yizeng Liang, Y. Fung, F. Gong, 2004, Journal of pharmaceutical and biomedical analysis.

Evaluation of gas chromatography-mass spectrometry in conjunction with chemometric resolution for identification of nitrogen compounds in crude oil.

Yizeng Liang, Yiping Du, You-Qun Song, 2003, Talanta.

The analysis of Radix Angelicae Sinensis (Danggui).

Yizeng Liang, Lunzhao Yi, Hai Wu, 2009, Journal of chromatography. A.

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

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2013, Regulatory toxicology and pharmacology : RTP.

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

Qing-Song Xu, Yi-Zeng Liang, Yong-Huan Yun, 2016 .

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.

Multi-core computing: A novel accelerating method for chemometrics calculation

Qing-Song Xu, Yi-Zeng Liang, Zhimin Zhang, 2009 .

Chemometrics and Intelligent Laboratory Systems

Yizeng Liang, Qingsong Xu, Dongsheng Cao, 2009 .

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.

On simplex-based method for self-modeling curve resolution of two-way data

Yi-Zeng Liang, Yukihiro Ozaki, Jian-Hui Jiang, 2003 .

Determination of constituents of essential oil from Angelica sinensis by gas chromatography — mass spectrometry

Yizeng Liang, Fang-qiu Guo, Lan-fang Huang, 2005 .

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

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

Removal of Interference Signals Due to Water from in vivo Near-Infrared (NIR) Spectra of Blood Glucose by Region Orthogonal Signal Correction (ROSC)

Y. Ozaki, Yizeng Liang, K. Maruo, 2004, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.