Alleviating class imbalance in actuarial applications using generative adversarial networks
Year of publication: |
2021
|
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Authors: | Ngwenduna, Kwanda Sydwell ; Mbuvha, Rendani |
Published in: |
Risks : open access journal. - Basel : MDPI, ISSN 2227-9091, ZDB-ID 2704357-5. - Vol. 9.2021, 3, Art.-No. 49, p. 1-33
|
Subject: | actuarial science | class imbalance | data augmentation | generative adversarial network | generative models | SMOTE | synthetic sampling |
Type of publication: | Article |
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Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
Language: | English |
Other identifiers: | 10.3390/risks9030049 [DOI] hdl:10419/258138 [Handle] |
Source: | ECONIS - Online Catalogue of the ZBW |
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