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Training support vector machines based on stacked generalization for image classification

✍ Scribed by Chih-Fong Tsai


Book ID
113813894
Publisher
Elsevier Science
Year
2005
Tongue
English
Weight
181 KB
Volume
64
Category
Article
ISSN
0925-2312

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A novel method of training support vector machine (SVM) by using chaos particle swarm optimization (CPSO) is proposed. A multi-fault classification model based on the SVM trained by CPSO is established and applied to the fault diagnosis of rotating machines. The results show that the method of train