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 · 114 citations

Pesticide Formulation, Precision Agriculture, Environmental Monitoring +19

A novel algorithm for spectral interval combination optimization

Xiangzhong Song, Yue Huang, Yanmei Xiong et al. · Analytica Chimica Acta · 2016 · 91 citations

Engineering, Continuous Optimization, Interval Analysis +5

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 · 47 citations

Engineering, Data Science, Online Algorithm +7

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

Precision Agriculture, Engineering, Agricultural Modeling +7

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

Xiangzhong Song, Kuangda Tian, Jingxian Gao et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 2018 · 24 citations

Bootstrap Resampling, Engineering, High-dimensional Method +10