A new framework of feature engineering for machine learning in financial fraud detection
Financial fraud activities have soared despite the advancement of fraud detection models empowered by machine learning (ML). To address this issue, we propose a new framework of feature engineering for ML models. The framework consists of feature creation that combines feature aggregation and featur...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2020
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| Subjects: | |
| Online Access: | https://repository.londonmet.ac.uk/6407/2/The%20final%20version_feature%20engineering%20framework%20for%20financial%20fraud%20detection%20model.pdf |