Concepedia

Comparison between partial least square and support vector regression with a genetic algorithm wavelength selection method for the simultaneous determination of some oxygenate compounds in gasoline by FTIR spectroscopy

Ahmad Asghari, Amir Bagheri Garmarudi

Infrared Physics & Technology · 2019 · 26 citations · 41 references

DOI

Concepts

References

41

Support Vector Machines for classification and regression

Richard G. Brereton, Gavin R. Lloyd · The Analyst · 2009 · 1K citations

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Introduction to multivariate calibration in analytical chemistry

Richard G. Brereton · The Analyst · 2000 · 648 citations

, , +9

Application of genetic algorithm-PLS for feature selection in spectral data sets

Riccardo Leardi · Journal of Chemometrics · 2000 · 558 citations

, , +14

An overview of variable selection methods in multivariate analysis of near-infrared spectra

Yong‐Huan Yun, Hong‐Dong Li, Baichuan Deng et al. · TrAC Trends in Analytical Chemistry · 2019 · 547 citations

, , +15

Support vector machine regression (SVR/LS-SVM)—an alternative to neural networks (ANN) for analytical chemistry? Comparison of nonlinear methods on near infrared (NIR) spectroscopy data

Roman M. Balabin, Ekaterina I. Lomakina · The Analyst · 2011 · 406 citations

, , +16