Zi-Xiao Ding

Machine Learning Modeling and Evaluation for E-commerce Transaction Fraud Detection

. With the continuous growth of e-commerce transaction volume, transaction fraud is becoming increasingly sophisticated in terms of concealment and harm. Addressing the characteristics of e-commerce transaction data—multi-dimensional features, complex patterns, and imbalanced categories—this paper first cleans and perf...