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A New Robust Least Squares Support Vector Machine for Regression with Outliers

✍ Scribed by Lü You; Liu Jizhen; Qu Yaxin

Book ID: 119353823
Publisher: Elsevier
Year: 2011
Tongue: English
Weight: 398 KB
Volume: 15
Category: Article
ISSN: 1877-7058
DOI: 10.1016/j.proeng.2011.08.251

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## Abstract Partial least squares (PLS) is one of the most used tools in chemometrics. Other data analysis techniques such as artificial neural networks and least squares support vector machines (LS‐SVMs) have however made their entry in the field of chemometrics. These techniques can also model no