The Digital Journey of Banking and Insurance, Volume II : Digitalization and Machine Learning

Part I. Use Cases -- Chapter 1. Use Case – Optimization of Regression Tests – Reduction of the Test Portfolio Through Representative Identification -- Chapter 2. Use Case – Nostro Accounts Match -- Chapter 3. Use Case – Fraud Detection Using Machine Learning Techniques -- Chapter 4. Use case – NFR – HR Risk -- Chapter 5. Sentiment Analysis for Reputational Risk Management -- Chapter 6. Use Case – NFR – Using GraphDB for Impact Graphs -- Part I. High-Performance Applications -- Chapter 7. Distributed Calculation Credit Portfolio Models -- Chapter 8. BSDS – Balance Sheet Dynamics Simulator -- Chapter 9. Dynamic Dashboards -- Chapter 10. High-Performance Applications -- Part III. Quantum Computing -- Chapter 11. Post-Quantum Secure Cryptographic Algorithms -- Chapter 12. Quantum Technologies -- Chapter 13. Categorical Quantum Theory -- Part IV. Process & Process Optimization -- Chapter 14. Processes in a Digital Environment -- Chapter 15. Process Mining -- Chapter 16. Hyperautomation (Automated Decision-Making as Part of RPA) -- Chapter 17. RPA Use Case – “IFRS 9/SPPI” -- Part V. Open Source -- Chapter 18. Open-Source Software -- Part VI. Summary.