Inhaltsangabe
1. Introduction- Volker Liermann, Claus Stegmann
Part 1: Automation, distributed ledger and client related aspects
2. Batch Processing: Pattern Recognition- Volker Liermann, Claus Stegmann
3. Hyperledger fabric as a blockchain framework in the financial industry- Martina Bettio, Fabian Bruse, Achim Franke, Thorsten Jakoby, Daniel Schärf
4. Hyperledger composer: syndicated loans- Gereon Dahmen, Volker Liermann
5. The concept of the best action/offer in the age of customer experience- Uwe May
6. Using prospect theory to determine investor risk aversion- Constantin Lisson
7. Leveraging predictive analytics within a value driver based planning framework- Simon Valjanow, Phillip Enzinger, Florian Dinges
8. Predictive Risk Management- Volker Liermann, Nikolas Viets
9. Intraday liquidity: forecast using pattern recognition- Volker Liermann, Sangmeng Li, Victoria Dobryashkina
Part 2: Bank Management Aspects
10. Internal credit risk models with machine learning- Markus Thiele, Harro Dittmar
11. Real estate risk: Appraisal capture- Volker Liermann, Norbert Schaudinnus
12. Managing internal and external network complexity: how digitalization and new technology influence the modeling approach- Stefan Grossmann, Philipp Enzinger
13. Big data and the CRO of the future- Richard L. Harmon
Part 3: Regulatory Aspects- Introduction
15. New Office of the Comptroller of the Currency Fintech Regulation: Ensuring a Successful Special Purpose National Bank Charter Application- Alexa Philo
Part 4: Methods, Technology & Architecture- Introduction
16. Mathematical background of machine learning- Volker Liermann, Sangmeng Li, Victoria Dobryashkina
17. Deep learning: an introduction- Sangmeng Li, Volker Liermann, Norbert Schaudinnus
18. Hadoop: A standard framework for computer cluster- Eljar Akhgarnush, Lars Broeckers, Thorsten Jakoby
19. In-memory databases and their impact on our (future) organizations- Eva Kopic, Bezu Teschome, Thomas Schneider, Ralph Steurer, Sascha Florin
20. MongoDB: The journey from a relational to a document-based database for FIS balance sheet management- Boris Bialek
21. Summary and Outlook- Volker Liermann, Claus Stegmann
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