Comparing Descriptive, Predictive, Prescriptive, and Diagnostic Analytics
This write-up provides a comprehensive overview of a modern fraud detection strategy, utilizing a tiered analytical approach—descriptive, predictive, and social network analysis—to detect, manage, and prevent fraudulent activity across various sectors. 1. Introduction: The Evolution of Fraud Detection Fraud analytics using descriptive, predictive, ...
It helps answer, "What has happened?" by highlighting anomalies that might otherwise go unnoticed. 3. Predictive Analytics: Forecasting Future Threats utilizing a tiered analytical approach—descriptive
Grouping similar data points to reveal unexpected behavior. and social network analysis—to detect
Descriptive analytics provides the foundation for fraud detection by examining historical data to identify patterns, trends, and anomalies.