IEEE - Institute of Electrical and Electronics Engineers, Inc. - Feature Selection using Partial Least Squares regression and optimal experiment design

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Varun K. Nagaraja ; Wael Abd-Almageed
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 8
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280341
Regular:

We propose a supervised feature selection technique called the Optimal Loadings, that is based on applying the theory of Optimal Experiment Design (OED) to Partial Least Squares (PLS) regression.... View More

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