Bai-Chuan Deng

发表

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.

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

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

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

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

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.

Informative metabolites identification by variable importance analysis based on random variable combination

Jun Yan, Yong-Huan Yun, Lun-Zhao Yi, 2015, Metabolomics.

ChemDes: an integrated web-based platform for molecular descriptor and fingerprint computation

Dong-Sheng Cao, Alex F. Chen, Jie Dong, 2015, Journal of Cheminformatics.

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.

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

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

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.

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.

Model population analysis in chemometrics

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

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 .

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.

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.

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

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

Iteratively variable subset optimization for multivariate calibration

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

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.

Application of near infrared spectroscopy for the rapid determination of epimedin A, B, C and icariin in Epimedium

Jian-hua Huang, Hongmei Lu, Wei Fan, 2015 .

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 .