AN ANALYSIS OF LEADING FOREIGN BANKS' PRACTICES IN APPLYING ARTIFICIAL- INTELLIGENCE-BASED MANAGEMENT SYSTEMS FOR CREDIT RISK ASSESSMENT AND THE EARLY DETECTION OF PROBLEM LOANS
Artificial-intelligence-based management systems used by the world's leading commercial banks to assess credit risk and detect problem loans at an early stage are analyzed. The role and potential of Machine Learning, Deep Learning, Big Data Analytics, Explainable AI (XAI), Early Warning Systems (EWS), Behavioral Scorin...