Advanced machine learning algorithms for complex financial applications
"This book clarifies the vital role of artificial intelligence and machine learning on the performance of complex financial applications processing a complex banking and financial environment"--
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| Weitere Verfasser: | , , , |
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Hershey, PA
IGI Global
2023
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| Schriftenreihe: | Advances in finance, accounting, and economic (AFAE) book series
Premier reference source |
| Schlagworte: |
Finanzmarkt
> Künstliche Intelligenz
> Algorithmus
> Finance
> Data processing
> Machine learning
> Artificial intelligence
> BUSINESS & ECONOMICS / Accounting / General
> BUSINESS & ECONOMICS / Finance
> Corporate finance
> Finance & accounting
> Finanz- und Rechnungswesen
> TECHNOLOGY & ENGINEERING / General
> Technologie, allgemein
> Technology: general issues
> Aufsatzsammlung
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| Online Zugang: | Cover Inhaltsverzeichnis |
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| Zusammenfassung: | "This book clarifies the vital role of artificial intelligence and machine learning on the performance of complex financial applications processing a complex banking and financial environment"-- The advancement in FinTech especially artificial intelligence (AI) and machine learning (ML), has significantly affected the way financial services are offered and adopted today. Important financial decisions such as investment decision making, macroeconomic analysis, and credit evaluation are getting more complex in the field of finance. ML is used in many financial companies which are making a significant impact on financial services. With the increasing complexity of financial transaction processes, ML can reduce operational costs through process automation which can automate repetitive tasks and increase productivity. Among others, ML can analyze large volumes of historical data and make better trading decisions to increase revenue.This book provides an exhaustive overview of the roles of AI and ML algorithms in financial sectors with special reference to complex financial applications such as financial risk management in a big data environment. In addition, it provides a collection of high-quality research works that address broad challenges in both theoretical and application aspects of AI in the field of finance |
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| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | xxiv, 292 Seiten Illustrationen |
| ISBN: | 9781668444832 978-1-6684-4483-2 9781668444849 978-1-6684-4484-9 |