Intelligent multimedia technologies for financial risk management : trends, tools and applications

This book provides an overview of multimedia technologies used in finance and banking, including ML and DL techniques for financial data analysis, fraud and cyber operation countermeasures, concrete applications of NPR for financial data, self-supervised, unsupervised & semi-supervised learning...

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Bibliographic Details
Other Authors Grima, Simon (Editor), Rawal, Bharat S. (Editor), Balusamy, Balamurugan (Editor), Özen, Ercan (Editor), Goh Guan Gan, Gerald (Editor)
Format Electronic eBook
LanguageEnglish
Published London, United Kingdom : Institution of Engineering and Technology, 2023.
SeriesIET computing series ; 60.
Subjects
Financial risk management.
Intelligent control systems.
Multimedia systems.
elektronické knihy
electronic books
Online AccessFull text
ISBN1839536624
9781523155422
1523155426
9781839536625
9781839536618
Physical Description1 online resource (xx, 348 pages) : illustrations

Cover

Table of Contents:
  • Intro
  • Title
  • Copyright
  • Contents
  • Call for Authors
  • The IET International Book Series on Multimedia Information Processing and Security
  • About the editors
  • Foreword
  • Prof. Ramona Rupeika-Apoga
  • Foreword
  • Series editors Singh and Berretti
  • 1 Applications of multimedia in diverse fields: an overview
  • 1.1 Introduction
  • 1.1.1 Trends in intelligent multimedia data analytics
  • 1.2 Tools used in IMDA
  • 1.3 Application software used in IMDA
  • 1.4 Write an essay on using IMDA in risk management and internal controls
  • 1.5 The metaverse
  • 1.6 Medical devices
  • 1.7 Entertainment
  • 1.8 Security
  • 1.9 Health
  • 1.10 Financial services
  • 1.11 Insurance
  • 1.12 People's needs and retail shops
  • 1.13 Banking services
  • 1.13.1 Benefits of e-banking
  • 1.13.2 Electronic banking protocols
  • 1.13.3 Services
  • 1.14 Machine learning
  • 1.15 Deep learning
  • 1.16 Natural language processing
  • 1.17 Blockchain technology
  • 1.18 Robotic automatic process
  • 1.19 Distributed computing technology
  • 1.20 Administrative consistence intricacies
  • 1.21 Future technology in finance
  • 1.22 Conclusion
  • References
  • 2 Evolution of multimedia banking and technology acceptance theories
  • 2.1 Introduction
  • 2.2 Evolution of multimedia in the banking sector
  • 2.3 ATMs and telephones
  • 2.3.1 Telecommunication
  • vitalization through ATM
  • 2.4 PCs and online services
  • 2.5 E-cash and interactive video
  • 2.6 TAM
  • 2.7 TRA
  • 2.8 Conclusion
  • References
  • 3 Banking, Fintech, BigTech: emerging challenges for multimedia adoption
  • 3.1 Introduction
  • 3.2 Trends and patterns of BigTech entry into emerging markets and developing economies (EMDEs)
  • 3.2.1 A case study of digital payment trends in India
  • 3.3 Drivers of BigTech activity in EMDEs
  • 3.4 Pros and cons of BigTech firms entering the financial services
  • 3.4.1 Benefits to the financial services industry from BigTech activities
  • 3.4.2 Risks associated with the BigTech firms to enter financial services
  • 3.5 Technological growth: opportunities & risks for BigTech firms in EMDEs
  • 3.5.1 It is the 'DNA' of big tech's business strategy
  • 3.5.2 Access to financial services and big data
  • 3.5.3 Regulating the financial sector
  • 3.5.4 Power in the market and rivalry
  • 3.5.5 Coordination of policy and the need for education
  • 3.6 Venture capital from EMDEs in facilitating BigTech firms
  • 3.6.1 Meaning of venture capital
  • 3.6.2 Venture capitalists' impact on BigTech management
  • 3.6.3 The BigTech firm and the dependency perspective
  • 3.7 Impact of COVID-19 on BigTech firms' activities
  • References
  • 4 Multimedia technologies in the financial market
  • 4.1 Introduction
  • 4.2 Cloud-based software-as-a-service (SaaS)
  • 4.3 Self-service multimedia banking kiosks
  • 4.3.1 SSTs in banking sector: global and local contexts
  • 4.4 Image-enabled ATMs
  • 4.5 Digital account opening

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