A novel approach using incremental oversampling for data stream mining

Author:

Anupama N.,Jena Sudarson

Publisher

Springer Science and Business Media LLC

Subject

Control and Optimization,Computer Science Applications,Modeling and Simulation,Control and Systems Engineering

Reference35 articles.

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2. Angelov PP (2012) Autonomous learning systems: from data streams to knowledge in real-time. Wiley, New York

3. Bifet A, Holmes G, Kirkby R, Pfahringer B (2010) MOA: massive online analysis. J Mach Learn Res 11:1601–1604

4. Bifet A, Holmes G, Pfahringer B, Read J, Kranen P, Kremer H, Jansen T, Seidl T (2011) MOA: a real-time analytics open source framework. In: Joint European conference on machine learning and knowledge discovery in databases, ECML PKDD 2011: machine learning and knowledge discovery in databases, pp 617–620

5. Brown I, Mues C (2012) An experimental comparison of classification algorithms for imbalanced credit scoring data sets. Expert Syst Appl 39:3446–3453

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