Automobile insurance fraud detection based on PSO-XGBoost model and interpretable machine learning method
Ning Ding, Xiao Ruan, Hao Wang, Yuan Liu
| Year of publication: |
2025
|
|---|---|
| Authors: | Ding, Ning ; Ruan, Xiao ; Wang, Hao ; Liu, Yuan |
| Published in: |
Insurance : mathematics and economics. - Amsterdam : North Holland Publ. Co., ISSN 0167-6687, ZDB-ID 2010248-3. - Vol. 120.2025, p. 51-60
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| Subject: | Automobile insurance | Fraud detection | PSO-XGBoost | SHAP | Kfz-Versicherung | Künstliche Intelligenz | Artificial intelligence | Versicherungsbetrug | Insurance fraud | Betrug | Fraud | Versicherung | Insurance |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.insmatheco.2024.11.006 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015431884