Xiangzhong Song

A new spectral variable selection pattern using competitive adaptive reweighted sampling combined with successive projections algorithm

Guo Tang, Yue Huang, Kuangda Tian et al. · The Analyst · 2014 · 122 citations

Agriculture, Food Science, Food Analysis +12

A novel algorithm for spectral interval combination optimization

Xiangzhong Song, Yue Huang, Yanmei Xiong et al. · Analytica Chimica Acta · 2016 · 96 citations

Natural Sciences, Computer Science, Industrial Engineering +11

Moving window smoothing on the ensemble of competitive adaptive reweighted sampling algorithm

Qianqian Li, Yue Huang, Xiangzhong Song et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2019 · 48 citations

Computing, Biostatistics, Algorithms +9

Rapid spectral analysis of agro-products using an optimal strategy: dynamic backward interval PLS–competitive adaptive reweighted sampling

Xiangzhong Song, Guorong Du, Qianqian Li et al. · Analytical and Bioanalytical Chemistry · 2020 · 34 citations

Agriculture, Agronomy, Crop Sciences +5

A modification of the bootstrapping soft shrinkage approach for spectral variable selection in the issue of over-fitting, model accuracy and variable selection credibility

Hong Yan, Xiangzhong Song, Kuangda Tian et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2018 · 25 citations

Business, Biostatistics, Statistical Modeling +9