Schedule of Insurance fraud analytics
| On Thursday 17 June: | |
| 15:00 - 18:00 | Insurance fraud analytics By ANTONIO Katrien |
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From 15:00 to 18:00
Insurance fraud analytics
By ANTONIO KatrienTopics include:
- insurance fraud detection strategies
- network and tabular data
- ranking algorithms, e.g. PageRank, BiRank
- network featurization steps
- supervised learning with imbalanced data, sampling methods like SMOTE
- evaluation metrics, eg AUROC, AUPR, top decile lift
- wrap up.