Minimizing the Societal Cost of Credit Card Fraud with Limited and Imbalanced Data

Samuel Showalter, Zhixin Wu

Machine learning has automated much of financial fraud detection, notifying firms of, or even blocking, questionable transactions instantly. However, data imbalance starves traditi…