A method of classifying imbalanced credit data based on the AC-CTGAN hybrid sampling algorithm
Tinggui Chen, Hailian Gu, Zhiyu Yang, Jianjun Yang and Bing Wang
| Year of publication: |
2024
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|---|---|
| Authors: | Chen, Tinggui ; Gu, Hailian ; Yang, Zhiyu ; Yang, Jianjun ; Wang, Bing |
| Published in: |
The journal of credit risk : published quarterly by Incisive Media. - London : Infopro Digital, ZDB-ID 2446290-1. - Vol. 20.2024, 3, p. 1-41
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| Subject: | credit risk identification | conditional tabular generative adversarial networks (CTGAN) | adaptive clustering | hybrid sampling | within-imbalance issues | Stichprobenerhebung | Sampling | Kreditrisiko | Credit risk | Theorie | Theory | Clusteranalyse | Cluster analysis | Algorithmus | Algorithm |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.21314/JCR.2024.007 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015464856