Multiscale Latent Variable Regression

Multiscale wavelet-based representation of data has been shown to be a powerful tool in feature extraction from practical process data. In this paper, this characteristic of multiscale representation is utilized to improve the prediction accuracy of some of the latent variable regression models, suc...

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Bibliographic Details
Main Authors: Mohamed N. Nounou, Hazem N. Nounou
Format: Article
Language:English
Published: Wiley 2010-01-01
Series:International Journal of Chemical Engineering
Online Access:http://dx.doi.org/10.1155/2010/935315
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