Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection: Assessment and Visualization

Fabirzio Carcillo, Yann-Aël Le Borgne, Olivier Caelen +1

Credit card fraud detection is a very challenging problem because of the specific nature of transaction data and the labeling process. The transaction data is peculiar because they…