New approach for systems monitoring based on semi-supervised classification

In this paper, we consider the problem of fault diagnosis for systems with many possible functioning modes. A new methodology has been proposed combining both supervised and unsupervised learning methods. Since supervised learning requires necessarily a broad labelled base that may not always availa...

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Veröffentlicht in:	2011 International Conference on Communications, Computing and Control Applications S. 1 - 6
Hauptverfasser:	Theljani, F., Laabidi, K., Lahmari-Ksouri, M., Zidi, S.
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.03.2011
Schlagworte:	Classification Computational modeling Decision-Making Fault Diagnosis MLP Network Monitoring Optimization SACA
ISBN:	9781424497959, 1424497957
Online-Zugang:	Volltext
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