IEEE - Institute of Electrical and Electronics Engineers, Inc. - Fast optimizing parameters algorithm for least squares support vector machine based on artificial immune algorithm

2009 9th International Conference on Electronic Measurement & Instruments (ICEMI)

Author(s): Fugang Yang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2009
Conference Location: Beijing, China, China
Conference Date: 16 August 2009
ISBN (CD): 978-1-4244-3864-8
ISBN (Paper): 978-1-4244-3863-1
DOI: 10.1109/ICEMI.2009.5274372
Regular:

When Least Squares Support Vector Machine (LS-SVM) is used to classify on large datasets, training samples to get the optimal model parameters is a time-consuming and memory consumption process.... View More

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