Application of adaptive wavelets in classification and regression

Mallet, Y., Coomans, D., and de Vel, O. (2000) Application of adaptive wavelets in classification and regression. In: Walczak, Beata, (ed.) Wavelets in Chemistry. Data Handling in Science and Technology (22). Elsevier, Amsterdam, The Netherlands, pp. 437-456.

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This chapter demonstrates how the adaptive wavelet algorithm of Chapter 8 can be implemented in conjunction with classification analysis and regression methods. The data used in each of these applications are spectral data sets where the reflectance/absorbance of substances are measured at regular increments in the wavelength domain.

Item ID: 39878
Item Type: Book Chapter (Research - B1)
ISBN: 978-0-444-50111-0
Date Deposited: 17 Aug 2015 23:27
FoR Codes: 01 MATHEMATICAL SCIENCES > 0104 Statistics > 010401 Applied Statistics @ 100%
SEO Codes: 96 ENVIRONMENT > 9699 Other Environment > 969999 Environment not elsewhere classified @ 100%
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