Identifying the active ingredients of carbonized Typhae Pollen by spectrum-effect relationship combined with MBPLS, PLS, and SVM algorithms

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

A support vector machine-recursive feature elimination feature selection method based on artificial contrast variables and mutual information

Xiaohui Lin, Fufang Yang, Lina Zhou et al. · Journal of Chromatography B · 2012 · 231 citations

Computing, Computer Science, Data Science +14

Characterization and Quantification by LC-MS/MS of the Chemical Components of the Heating Products of the Flavonoids Extract in Pollen Typhae for Transformation Rule Exploration

Yeqing Chen, Hongli Yu, Hao Wu et al. · Molecules · 2015 · 211 citations · Full text

Life Sciences, Biochemistry, Botany +14

A multiblock partial least squares algorithm for investigating complex chemical systems

L.E. Wangen, Bruce R. Kowalski · Journal of Chemometrics · 1989 · 189 citations

Engineering, Chemical Engineering, Algorithms +5

Spectrum–effect relationships between ultra performance liquid chromatography fingerprints and anti-bacterial activities of Rhizoma coptidis

Weijun Kong, Yanling Zhao, Xiaohe Xiao et al. · Analytica Chimica Acta · 2009 · 120 citations

Pharmacy, Microbiology, Pharmaceutical Analysis +6