Concepedia

Improved PLS regression based on SVM classification for rapid analysis of coal properties by near-infrared reflectance spectroscopy

Yasheng Wang, Meng Yang, Wei Gao, Ruifen Hu, Zhiyuan Luo, Guang Li

Sensors and Actuators B Chemical · 2013 · 82 citations · 29 references

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29

Smoothing and Differentiation of Data by Simplified Least Squares Procedures.

Abraham Savitzky, Marcel J. E. Golay · Analytical Chemistry · 1964 · 21.3K citations

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A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

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PLS-regression: a basic tool of chemometrics

Svante Wold, Michael Sjöstróm, Lennart Eriksson · Chemometrics and Intelligent Laboratory Systems · 2001 · 9.7K citations

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Review of the most common pre-processing techniques for near-infrared spectra

Åsmund Rinnan, Frans van den Berg, Søren Balling Engelsen · TrAC Trends in Analytical Chemistry · 2009 · 2.9K citations

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Near Infrared Spectroscopy: fundamentals, practical aspects and analytical applications

Célio Pasquini · Journal of the Brazilian Chemical Society · 2003 · 902 citations · Full text

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