Marketing Science

Research Frontiers in Anomaly Detection in Marketing Campaign Performance

Unsupervised learning approaches to identify unexpected deviations and anomalies in campaign metrics indicating fraud, technical issues, or market shifts.

All Marketing Science PhD categories