Survey on deep learning with class imbalance

Author:

Johnson Justin M.,Khoshgoftaar Taghi M.

Publisher

Springer Science and Business Media LLC

Subject

Information Systems and Management,Computer Networks and Communications,Hardware and Architecture,Information Systems

Reference131 articles.

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3. Rao RB, Krishnan S, Niculescu RS. Data mining for improved cardiac care. SIGKDD Explor Newsl. 2006;8(1):3–10. https://doi.org/10.1145/1147234.1147236 .

4. Wei W, Li J, Cao L, Ou Y, Chen J. Effective detection of sophisticated online banking fraud on extremely imbalanced data. World Wide Web. 2013;16(4):449–75. https://doi.org/10.1007/s11280-012-0178-0 .

5. Herland M, Khoshgoftaar TM, Bauder RA. Big data fraud detection using multiple medicare data sources. J Big Data. 2018;5(1):29. https://doi.org/10.1186/s40537-018-0138-3 .

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