Support Vector Machines (SVMs)

Support vector machines (SVMs) are one of the most popular machine learning methods used to classify machine health conditions using the selected feature space. In machine fault detection and diagnosis, SVMs are used for learning special patterns from the acquired signal; then these patterns are cla...

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Bibliographic Details

Published in:	Condition Monitoring with Vibration Signals pp. 259 - 277
Main Authors:	Ahmed, Hosameldin, Nandi, Asoke K
Format:	Book Chapter
Language:	English
Published:	Chichester, UK Wiley 2019 John Wiley & Sons, Ltd
Edition:	1
Subjects:	binary classification problem feature extraction feature selection machine fault diagnosis multiclass SVM approach normalisation support vector machines SVM classifier Support vector machines Training Condition monitoring Vibrations Rotating machines Machine learning Kernel
ISBN:	9781119544623, 1119544629
Online Access:	Get full text
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