Deep learning meets decision trees : an application of a heterogeneous deep forest approach in credit scoring for online consumer lending
Yufei Xia, Xinyi Guo, Yinguo Li, Lingyun He, Xueyuan Chen
| Year of publication: |
2022
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| Authors: | Xia, Yufei ; Guo, Xinyi ; Li, Yinguo ; He, Lingyun ; Chen, Xueyuan |
| Published in: |
Journal of forecasting. - New York, NY : Wiley Interscience, ISSN 1099-131X, ZDB-ID 2001645-1. - Vol. 41.2022, 8, p. 1669-1690
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| Subject: | credit scoring | deep learning | financial regulation | gradient boosting decision tree | macroeconomic variable | online consumer lending | Kreditwürdigkeit | Credit rating | Entscheidungsbaum | Decision tree | Verbraucherkredit | Consumer credit | Kreditgeschäft | Bank lending | Künstliche Intelligenz | Artificial intelligence | Konsumentenverhalten | Consumer behaviour |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1002/for.2891 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://ebvufind01.dmz1.zbw.eu/10013465738