The digital journey of banking and insurance. Volume II, Digitalization and machine learning / Volker Liermann, Claus Stegmann, editors.
Liermann, Volker, editor.; Stegmann, Claus, editor.
2021
HG1709 .D54 2021
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title The digital journey of banking and insurance. Volume II, Digitalization and machine learning / Volker Liermann, Claus Stegmann, editors.
ISBN 9783030788292 (electronic bk.)
3030788296 (electronic bk.)
9783030788216 (PDF ebook)
3030788210
9783030788285
3030788288
9783030788209 (hbk.)
DOI https://doi.org/10.1007/978-3-030-78829-2
Published Cham : Palgrave Macmillan, [2021]
Copyright ©2021
Language English
Description 1 online resource : illustrations (chiefly color)
Other Standard Identifiers 10.1007/978-3-030-78829-2 doi
Call Number HG1709 .D54 2021
Dewey Decimal Classification 332.10285
Summary This book, the second one of three volumes, gives practical examples by a number of use cases showing how to take first steps in the digital journey of banks and insurance companies. The angle shifts over the volumes from a business-driven approach in "Disruption and DNA" to a strong technical focus in "Data Storage, Processing and Analysis", leaving "Digitalization and Machine Learning Applications" with the business and technical aspects in-between. This second volume mainly emphasizes use cases as well as the methods and technologies applied to drive digital transformation (such as processes, leveraging computational power and machine learning models). Volker Liermann, Partner at ifb group, worked in the banking industry for over two decades, primarily focusing on financial risk management. Throughout his career, he has focused on developing integrated and comprehensive frameworks to help organizations correctly project risk at a strategic and tactical line of business and departmental level. He has also focused on developing frameworks to integrate stress testing and regulatory stress tests. In recent years, his focus has shifted to digitalization, machine learning and digital processes including improvements to classical financial and non-financial risk management. He has a background in economics and a degree in mathematics from the University of Bonn. Claus Stegmann has as Co-CEO of ifb group an international consulting firm acquired extensive know-how over the last three decades in the financial industry regarding finance transformation, risk management and regulatory compliance. He is intensively engaged with the current challenges of the financial industry, which result from strong changes to customer behavior, a changing competitive environment and new technologies due to digitalization. He has also co-authored books on Stress Tests in Banks, Basel III as well as Digitalization in the Finance Industry, and graduated from Business School at the University of Passau, Germany
Note Includes index.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Liermann, Volker, editor.
Stegmann, Claus, editor.
Available in Other Form Digital journey of banking and insurance. Volume II, Digitalization and machine learning.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
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 BIFRS 9/SPPI
Part V. Open Source
Chapter 18. Open-Source Software
Part VI. Summary.

Browse Subjects

Show more subjects...

Statistics

from
to
Export