Digital Journey of Banking and Insurance, Volume II

Digital Journey of Banking and Insurance, Volume II

Digitalization and Machine Learning

Liermann, Volker; Stegmann, Claus

Springer Nature Switzerland AG

10/2021

339

Dura

Inglês

9783030788285

15 a 20 dias

695

Descrição não disponível.
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.
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Digitalization Strategy;FinTech;InsurTech;RegTech;Optimization of Regression Tests;Machine Learning and Deep Learning Frameworks;Open Source