Process mining research has mainly focused on the development of process mining techniques, with process discovery algorithms in the center of attention. However, far less research attention has been paid to the actual applicability of these process mining techniques in common business settings....

As process-aware information systems are becoming omnipresent in contemporary organizations, the requirements for risk management and compliance checking have evolved and demand a more process-centered approach. The business events recorded by these information systems are systematically and...

In this article, we give various recommendations to boost the performance of credit risk models. It is based upon more than two decades of research and consulting on the topic. Building credit risk models typically entails four steps: gathering and preprocessing data, modelling of probability of...