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Variable-weighted least-squares support vector machine for multivariate spectral analysis

✍ Scribed by Hong-Yan Zou; Hai-Long Wu; Hai-Yan Fu; Li-Juan Tang; Lu Xu; Jin-Fang Nie; Ru-Qin Yu


Book ID
116904056
Publisher
Elsevier Science
Year
2010
Tongue
English
Weight
276 KB
Volume
80
Category
Article
ISSN
0039-9140

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Variable-weighted least-squares support
✍ Hong-Yan Zou; Hai-Long Wu; Hai-Yan Fu; Li-Juan Tang; Lu Xu; Jin-Fang Nie; Ru-Qin πŸ“‚ Article πŸ“… 2010 πŸ› Elsevier Science 🌐 English βš– 276 KB

Multivariate spectral analysis has been widely applied in chemistry and other fields. Spectral data consisting of measurements at hundreds and even thousands of analytical channels can now be obtained in a few seconds. It is widely accepted that before a multivariate regression model is built, a wel