One-class support vector classifiers: A survey

Over the past two decades, one-class classification (OCC) becomes very popular due to its diversified applicability in data mining and pattern recognition problems. Concerning to OCC, one-class support vector classifiers (OCSVCs) have been extensively studied and improved for the technology-driven a...

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Veröffentlicht in:	Knowledge-based systems 2020-05, Vol.196, p.105754, Article 105754
Hauptverfasser:	Alam, Shamshe, Sonbhadra, Sanjay Kumar, Agarwal, Sonali, Nagabhushan, P.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classifiers Data mining Distributed environment Feature selection One-class classification (OCC) One-class support vector classifiers (OCSVCs) Parameter estimation Pattern recognition Researchers Sample reduction Workability
Online-Zugang:	Volltext
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