Towards Explainable Artificial Intelligence in Financial Fraud Detection: Using Shapley Additive Explanations to Explore Feature Importance.
Philipp FukasJonas RebstadtLukas MenzelOliver ThomasPublished in: CAiSE (2022)
Keyphrases
- fraud detection
- feature importance
- artificial intelligence
- outlier detection
- network intrusion detection
- credit card fraud detection
- cost sensitive
- social network analysis
- data mining techniques
- credit card
- random forest
- data mining
- financial institutions
- rare events
- online auctions
- link discovery
- feature selection
- databases
- game theory
- semi supervised
- active learning
- data analysis
- face recognition