Mukala Patrick

Neural Network-based Model for Detecting Credit Card Fraud: A Comparative Study of Oversampling Techniques and Feature Selection

Credit card fraud detection is complicated by the severe class imbalance typical of transaction data, because fraudulent cases represent only a small proportion of observations. This study develops a neural-network-based model for classifying transactions as legitimate or fraudulent and compares combinations of two ove...