Enhancing claim classification with feature extraction from anomaly-detection-derived routine and peculiarity profiles
Francis Duval, Jean-Philippe Boucher, Mathieu Pigeon
| Year of publication: |
2023
|
|---|---|
| Authors: | Duval, Francis ; Boucher, Jean-Philippe ; Pigeon, Mathieu |
| Published in: |
The journal of risk & insurance. - Malvern, Pa. : American Risk and Insurance Ass., ISSN 1539-6975, ZDB-ID 2066637-8. - Vol. 90.2023, 2, p. 421-458
|
| Subject: | automobile insurance | claim classification | driving habits | feature extraction | supervised learning | telematics car driving data | unsupervised anomaly detection | Kfz-Versicherung | Automobile insurance | Klassifikation | Classification | Kraftfahrzeug | Motor vehicle | Data Mining | Data mining |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1111/jori.12418 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10014307562