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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Condition Monitoring with Vibration Signals S. 259 - 277
Hauptverfasser:	Ahmed, Hosameldin, Nandi, Asoke K
Format:	Buchkapitel
Sprache:	Englisch
Veröffentlicht:	Chichester, UK Wiley 2019 John Wiley & Sons, Ltd
Ausgabe:	1
Schlagworte:	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-Zugang:	Volltext
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