Evaluating Transfer Learning Methods on Real-World Data Streams: A Case Study in Financial Fraud Detection

Ricardo Ribeiro Pereira, Jacopo Bono, Hugo Ferreira +3

When the available data for a target domain is limited, transfer learning (TL) methods can be used to develop models on related data-rich domains, before deploying them on the targ…