IEEE - Institute of Electrical and Electronics Engineers, Inc. - Application of Partial Least Squares Support Vector Machines (PLS-SVM) in Spectroscopy Quantitative Analysis

Sixth World Congress on Intelligent Control and Automation

Author(s): Jianfeng Lv ; Liankui Dai
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Dalian, China
Conference Date: 21 June 2006
Volume: 1
Page(s): 5,228 - 5,232
ISBN (Paper): 1-4244-0332-4
DOI: 10.1109/WCICA.2006.1713389
Regular:

In order to overcome the high dimension and collinearity problem of spectrum data in spectroscopy quantitative analysis, we introduce a partial least squares support vector machines (PLS-SVM)... View More

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