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Yong-Huan Yun · SciRah

Researcher profile · Semantic Scholar

Yong-Huan Yun

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Yong-Huan Yun — researcher profile on SciRah

h-index: 28
Works: 54
Citations: 3,873

Most-cited papers

An overview of variable selection methods in multivariate analysis of near-infrared spectra
Yong-Huan Yun, Hong-Dong Li, Bai-Chuan Deng, Dong-Sheng Cao
2019Trends in Analytical Chemistry (TrAC)521 citations
Semantic Scholar
Deep-Learning-Based Drug-Target Interaction Prediction.
Ming Wen, Zhimin Zhang, S. Niu, Haozhi Sha +3 more
2017Journal of Proteome Research514 citations
Semantic Scholar
ChemDes: an integrated web-based platform for molecular descriptor and fingerprint computation
Jie Dong, Dong-Sheng Cao, Hong-Yu Miao, Shao Liu +6 more
2015Journal of Cheminformatics360 citations Open access
Semantic Scholar
Chemometric methods in data processing of mass spectrometry-based metabolomics: A review.
Lun-Zhao Yi, Naiping Dong, Yong-Huan Yun, Bai-Chuan Deng +3 more
2016Analytica Chimica Acta269 citations Open access
Semantic Scholar
A strategy that iteratively retains informative variables for selecting optimal variable subset in multivariate calibration.
Yong-Huan Yun, Wei-Ting Wang, Min-Li Tan, Yi-Zeng Liang +4 more
2014Analytica Chimica Acta229 citations
Semantic Scholar
A bootstrapping soft shrinkage approach for variable selection in chemical modeling.
Bai-Chuan Deng, Yong-Huan Yun, Dong-Sheng Cao, Yulong Yin +4 more
2016Analytica Chimica Acta213 citations
Semantic Scholar
Using variable combination population analysis for variable selection in multivariate calibration.
Yong-Huan Yun, Wei-Ting Wang, Bai-Chuan Deng, Guang-Bi Lai +5 more
2015Analytica Chimica Acta210 citations Open access
Semantic Scholar
An efficient method of wavelength interval selection based on random frog for multivariate spectral calibration.
Yong-Huan Yun, Hong-Dong Li, L. Wood, Wei Fan +4 more
2013Spectrochimica Acta Part A - Molecular and Biomolecular Spectroscopy195 citations
Semantic Scholar
A novel variable selection approach that iteratively optimizes variable space using weighted binary matrix sampling.
Bai-Chuan Deng, Yong-Huan Yun, Yi-Zeng Liang, Lun-Zhao Yi
2014In Analysis148 citations
Semantic Scholar
A new method for wavelength interval selection that intelligently optimizes the locations, widths and combinations of the intervals.
Bai-Chuan Deng, Yong-Huan Yun, Pan Ma, Chen-Chen Lin +2 more
2015In Analysis111 citations
Semantic Scholar
A new strategy to prevent over-fitting in partial least squares models based on model population analysis.
Bai-Chuan Deng, Yong-Huan Yun, Yi-Zeng Liang, Dong-Sheng Cao +3 more
2015Analytica Chimica Acta76 citations
Semantic Scholar
A perspective demonstration on the importance of variable selection in inverse calibration for complex analytical systems.
Yong-Huan Yun, Yi-Zeng Liang, Gui-Xiang Xie, Hong-Dong Li +2 more
2013In Analysis56 citations
Semantic Scholar
Informative metabolites identification by variable importance analysis based on random variable combination
Yong-Huan Yun, Fu Liang, Bai-Chuan Deng, Guang-Bi Lai +6 more
2015Metabolomics52 citations
Semantic Scholar
Iteratively variable subset optimization for multivariate calibration
Wei-Ting Wang, Yong-Huan Yun, Bai-Chuan Deng, Wei Fan +1 more
201551 citations
Semantic Scholar
Representative subset selection and outlier detection via isolation forest
Woruo Chen, Yong-Huan Yun, Ming Wen, Hong-Mei Lu +2 more
201649 citations
Semantic Scholar
Baseline correction of high resolution spectral profile data based on exponential smoothing
Xin-bo Liu, Zhimin Zhang, Yi-Zeng Liang, P. M. Sousa +2 more
201448 citations
Semantic Scholar
A modified random forest approach to improve multi-class classification performance of tobacco leaf grades coupled with NIR spectroscopy
Jun Bin, Fang-Fang Ai, Wei Fan, Ji-Heng Zhou +2 more
201644 citations
Semantic Scholar
Systematic Modeling of logD7.4 Based on Ensemble Machine Learning, Group Contribution and Matched Molecular Pair Analysis.
Li Fu, Lu Liu, Zhi-Jiang Yang, Pan Li +5 more
2019Journal of Chemical Information and Modeling43 citations
Semantic Scholar
In silico evaluation of logD7.4 and comparison with other prediction methods
Jian-Bing Wang, Dong-Sheng Cao, Min-Feng Zhu, Yong-Huan Yun +2 more
201543 citations
Semantic Scholar
Model population analysis in chemometrics
Bai-Chuan Deng, Yong-Huan Yun, Yi-Zeng Liang
201542 citations
Semantic Scholar
A potential tool for diagnosis of male infertility: Plasma metabolomics based on GC-MS.
Xinyi Zhou, Yang Wang, Yong-Huan Yun, Zian Xia +3 more
2016Talanta: The International Journal of Pure and Applied Analytical Chemistry41 citations
Semantic Scholar
A simple idea on applying large regression coefficient to improve the genetic algorithm-PLS for variable selection in multivariate calibration
Yong-Huan Yun, Dong-Sheng Cao, Min-Li Tan, Jun Yan +4 more
201441 citations
Semantic Scholar
Comparisons of Five Algorithms for Chromatogram Alignment
Wei Jiang, Zhimin Zhang, Yong-Huan Yun, De-Jian Zhan +4 more
2013Chromatographia41 citations
Semantic Scholar
Separation of nine compounds from Salvia plebeia R.Br. using two-step high-speed counter-current chromatography with different elution modes.
Dabing Ren, Yan-Hua Qin, Yong-Huan Yun, Hong-Mei Lu +2 more
2014Journal of Separation Science32 citations
Semantic Scholar
Rapid analysis of polysaccharides contents in Glycyrrhiza by near infrared spectroscopy and chemometrics.
Ci-Hai Zhang, Yong-Huan Yun, Wei Fan, Yi-Zeng Liang +2 more
2015International Journal of Biological Macromolecules31 citations
Semantic Scholar
Smartphone detection of minced beef adulteration
Weiran Song, Yong-Huan Yun, Hui Wang, Zong-Yu Hou +1 more
202130 citations Open access
Semantic Scholar
Variable importance analysis based on rank aggregation with applications in metabolomics for biomarker discovery.
Yong-Huan Yun, Bai-Chuan Deng, Dong-Sheng Cao, Wei-Ting Wang +1 more
2016Analytica Chimica Acta30 citations
Semantic Scholar
Application of fast Fourier transform cross-correlation and mass spectrometry data for accurate alignment of chromatograms.
Yi-Bao Zheng, Zhimin Zhang, Yi-Zeng Liang, De-Jian Zhan +3 more
2013Journal of Chromatography A30 citations
Semantic Scholar
The equivalence of partial least squares and principal component regression in the sufficient dimension reduction framework
You-wu Lin, Bai-Chuan Deng, Qing-Song Xu, Yong-Huan Yun +1 more
201628 citations
Semantic Scholar
Metabolomic identification of novel biomarkers of nasopharyngeal carcinoma
Lun-Zhao Yi, Naiping Dong, Shu-Ting Shi, Bai-Chuan Deng +3 more
201427 citations Open access
Semantic Scholar
The model adaptive space shrinkage (MASS) approach: a new method for simultaneous variable selection and outlier detection based on model population analysis.
Ming Wen, Bai-Chuan Deng, Dong-Sheng Cao, Yong-Huan Yun +3 more
2016In Analysis23 citations
Semantic Scholar
ChemBCPP: A freely available web server for calculating commonly used physicochemical properties
Jie Dong, Ning-Ning Wang, Keqin Liu, Min-Feng Zhu +4 more
201722 citations
Semantic Scholar
The continuity of sample complexity and its relationship to multivariate calibration: A general perspective on first-order calibration of spectral data in analytical chemistry
Hong-Dong Li, Yi-Zeng Liang, Xu-Xia Long, Yong-Huan Yun +1 more
201320 citations
Semantic Scholar
A green method for the quantification of polysaccharides in Dendrobium officinale
Yong-Huan Yun, Yang-Chao Wei, Xing-Bing Zhao, Wei-Jia Wu +2 more
201519 citations
Semantic Scholar
Application of near infrared spectroscopy for the rapid determination of epimedin A, B, C and icariin in Epimedium
Qianyi Luo, Yong-Huan Yun, Wei Fan, Jian-hua Huang +3 more
201519 citations
Semantic Scholar
Systematic and practical solvent system selection strategy based on the nonrandom two-liquid segment activity coefficient model for real-life counter-current chromatography separation.
Da-Bing Ren, Lun-Zhao Yi, Yan-Hua Qin, Yong-Huan Yun +4 more
2015Journal of Chromatography A19 citations
Semantic Scholar
A Combinational Strategy of Model Disturbance and Outlier Comparison to Define Applicability Domain in Quantitative Structural Activity Relationship
Jun Yan, Wei-Wei Zhu, Bo Kong, Hongbing Lu +3 more
2014Molecular Informatics18 citations
Semantic Scholar
Feature extraction from resolution perspective for gas chromatography-mass spectrometry datasets
Pan Ma, Zhimin Zhang, Xinyi Zhou, Yong-Huan Yun +2 more
201617 citations
Semantic Scholar
Simultaneous determination of neutral and uronic sugars based on UV-vis spectrometry combined with PLS.
Ci-Hai Zhang, Yong-Huan Yun, Zhimin Zhang, Yi-Zeng Liang
2016International Journal of Biological Macromolecules15 citations
Semantic Scholar
Weighted variable kernel support vector machine classifier for metabolomics data analysis
Xin Huang, Qing-Song Xu, Yong-Huan Yun, Jian-hua Huang +1 more
201515 citations
Semantic Scholar
Using nonrandom two-liquid model for solvent system selection in counter-current chromatography.
Dabing Ren, Yan-Hua Qin, Yong-Huan Yun, Hong-Mei Lu +2 more
2014Journal of Chromatography A15 citations
Semantic Scholar
BioMedR: an R/CRAN package for integrated data analysis pipeline in biomedical study
Jie Dong, Min-Feng Zhu, Yong-Huan Yun, Ai-Ping Lu +2 more
2019Briefings Bioinform.13 citations
Semantic Scholar
Multistep virtual screening for rapid identification of G Protein-Coupled Receptors Kinase 2 inhibitors for heart failure treatment
Wenling Ye, Su‐Qing Yang, Liu-Xia Zhang, Zhen-Ke Deng +6 more
2019Chemometrics and Intelligent Laboratory Systems13 citations
Semantic Scholar
Erratum to: Informative metabolites identification by variable importance analysis based on random variable combination
Yong-Huan Yun, Liang Fu, Bai-Chuan Deng, Guang-Bi Lai +6 more
2015Metabolomics13 citations Open access
Semantic Scholar
A strategy on the definition of applicability domain of model based on population analysis
Yong-Huan Yun, Dongming Wu, Guang-Yi Li, Qiao-Yan Zhang +4 more
201712 citations
Semantic Scholar
Simultaneous determination of lead and tin at the bismuth film electrode by square wave stripping voltammetry and chemometric methods
Wen-xian Tang, Jun Bin, Wei Fan, Zhimin Zhang +2 more
201610 citations
Semantic Scholar
A combination of GC-MS and chemometrics reveals metabolic differences between serum and plasma
Shu-Ting Shi, Lun-Zhao Yi, Yong-Huan Yun, Xiao-Juan Zhang +1 more
20155 citations
Semantic Scholar
WITHDRAWN: Recent advances in chemometric methods for plant metabolomics: A review.
Lun-Zhao Yi, Naiping Dong, Yong-Huan Yun, Bai-Chuan Deng +3 more
2014Biotechnology Advances5 citations
Semantic Scholar
Chemometrics in instrumental analysis of complex systems—in honor and memory of Yi‐Zeng Liang
Zhimin Zhang, Hongdong Li, Yong-Huan Yun, Pan Ma +7 more
2018Journal of Chemometrics4 citations
Semantic Scholar
INVESTIGATION OF CHEMICAL COMPONENTS VARIATION IN MAXING SHIGAN DECOCTION BY HPLC-DAD
Min He, Yi-Zeng Liang, Zhimin Zhang, Ya-Ping Li +4 more
20121 citations
Semantic Scholar

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