Multimedia technologies have opened up a wide range of applications by combining a variety of information sources such as voice, graphics, animation, images, audio, and full-motion video which can be successfully implemented in banking, financial services and insurance (BFSI) industries to support their activities and strategic goals.
This volume provides an overview of multimedia technologies in finance and banking, introduces suitable machine learning and deep learning techniques for financial data analysis, discusses fraud and cyber operation countermeasures for multimedia in financial services, presents concrete applications of natural language processing (NPR) for financial data, introduces robotic process automation technology from the financial market to technology implementation, explains how self-supervised, unsupervised and semi-supervised learning are driving the financial market revolution, and unlocks real-world case studies in multimedia banking across the globe.
The book is intended for professionals involved in multimedia systems and technology design and applications. It can also be used as an advanced text for courses on multimedia.
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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 methods and real-world case studies.
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Chapter 1: Applications of multimedia in diverse fields: an overviewChapter 2: Evolution of multimedia banking and technology acceptance theoriesChapter 3: Banking, Fintech, BigTech: emerging challenges for multimedia adoptionChapter 4: Multimedia technologies in the financial marketChapter 5: Data analytics in financeChapter 6: Machine learning and deep learning for financial data analysisChapter 7: Self-supervised, unsupervised & semi-supervised learning for multimedia banking and financial servicesChapter 8: Natural language processing and multimedia applications in financeChapter 9: Digital disruption and multimedia technological innovations in the banking worldChapter 10: Fraud and cyber operation countermeasures for multimedia in financial servicesChapter 11: Blockchain technology for the financial marketsChapter 12: Automation to handle customer complaints: a grievance handling systemChapter 13: Robotic process automation applications area in the financial sectorChapter 14: Multimedia sustained benefits for financial servicesChapter 15: Extensive use of multimedia technologies: real-world case studies of multimedia bankingChapter 16: Concluding remarks - fintech and technology of today and tomorrow
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Produktdetaljer
ISBN
9781839536618
Publisert
2023-06-20
Utgiver
Vendor
Institution of Engineering and Technology
Høyde
234 mm
Bredde
156 mm
Aldersnivå
U, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
374