The impact of digital transformation and FinTech on the finance professional. ([2019])

• Record Type: Book
• Further Information: Note: Volker Liermann, Claus Stegmann, editors.
• Editors: Liermann, Volker; Stegmann, Claus
• Contents: 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 Schärf4. Hyperledger composer: syndicated loans- Gereon Dahmen, Volker Liermann5. The concept of the best action/offer in the age of customer experience- Uwe May6. Using prospect theory to determine investor risk aversion- Constantin Lisson7. Leveraging predictive analytics within a value driver based planning framework- Simon Valjanow, Phillip Enzinger, Florian Dinges8. Predictive Risk Management- Volker Liermann, Nikolas Viets9. 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 Dittmar11. Real estate risk: Appraisal capture- Volker Liermann, Norbert Schaudinnus12. Managing internal and external network complexity: how digitalization and new technology influence the modeling approach- Stefan Grossmann, Philipp Enzinger13. Big data and the CRO of the future- Richard L. Harmon Part 3: Regulatory Aspects- Introduction 14. How technology (or algorithms like deep learning and machine learning) can help to comply with regulatory requirements- Moritz Plenk, Losif Levant, Noah Bellon15. 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 Dobryashkina17. Deep learning: an introduction- Sangmeng Li, Volker Liermann, Norbert Schaudinnus18. Hadoop: A standard framework for computer cluster- Eljar Akhgarnush, Lars Broeckers, Thorsten Jakoby19. In-memory databases and their impact on our (future) organizations- Eva Kopic, Bezu Teschome, Thomas Schneider, Ralph Steurer, Sascha Florin20. MongoDB: The journey from a relational to a document-based database for FIS balance sheet management- Boris Bialek21. Summary and Outlook- Volker Liermann, Claus Stegmann.
• Publisher Details: Cham : Palgrave Macmillan
• Publication Date: 2019
• Copyright Date: 2019
• Extent: 1 online resource, illustrations (some color)
• Subjects: 332; Finance -- Technological innovations; Financial institutions -- Effect of technological innovations on; Electronic books
• Languages: English
• ISBNs: 9783030237196; 3030237192
• Related ISBNs: 9783030237189
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed October 8, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.