Indebted households profiling: a knowledge discovery from database approach

Rodrigo Scarpel, Alexandros Ladas, Uwe Aickelin

A major challenge in consumer credit risk portfolio management is to classify households according to their risk profile. In order to build such risk profiles it is necessary to em…