Advanced machine learning algorithms for complex financial applications[electronic resource]
- 其他作者: Irfan, Mohammad, , Elhoseny, Mohamed. , Kassim, Salina H. , Metawa, Noura. , IGI Global.
- 出版: Hershey, Pennsylvania : IGI Global 2023.
- 稽核項: 1 online resource (292 p.).
- 標題: Machine learning. , Finance , Finance Data processing. , Finance Technological innovations. , Artificial intelligence. , Technological innovations. , Data processing. , Electronic books.
- ISBN: 1668444836 , 9781668444832
- 試查全文@TNUA:
- 附註: Includes bibliographical references and index. Chapter 1. Opportunities and challenges for artificial intelligence and machine learning applications in the Finance sector -- Chapter 2. Blockchain and smart contracts for secure and sustainable development -- Chapter 3. Cryptocurrency and the Indian monetary system -- Chapter 4. A theoretical perspective of artificial intelligence in hostility of cyber threats in the banking sector -- Chapter 5. Role of technology in improving the quality of financial advisory for personal financial management -- Chapter 6. Blockchain in the healthcare industry: process and applications -- Chapter 7. Does the cryptocurrency index provide diversification opportunities with MSCI world index and MSCI emerging markets index?: cryptocurrency and portfolio diversificaiton -- Chapter 8. Role of AI in the inventory management of agri-fresh produce at hopcoms -- Chapter 9. Emergence of crypto currency and the digital financial landscape: a critique -- Chapter 10. The exploratory study of machine learning on applications, challenges, and uses in the financial sector -- Chapter 11. Transforming retail markets through IoT and AI-enabled architecture to identify COVID-19 shoppers -- Chapter 12. Data modeling in Finance challenges -- Chapter 13. Review of machine learning techniques in the supply chain management of Indian industry: a future research agenda -- Chapter 14. The effect of good corporate governance on financial distress in companies listed in Sharia Stock index Indonesia: machine learning approach.
- 摘要: "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"--
- 電子資源: https://dbs.tnua.edu.tw/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-6684-4483-2
- 系統號: 005337729
- 資料類型: 電子書
- 讀者標籤: 需登入
- 引用網址: 複製連結
The advancements in artificial intelligence and machine learning have 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 becoming more complex within the field of finance. Artificial intelligence and machine learning, with their spectacular success accompanied by unprecedented accuracies, have become increasingly important in the finance world. Advanced Machine Learning Algorithms for Complex Financial Applications provides innovative research on the roles of artificial intelligence and machine learning algorithms in financial sectors with special reference to complex financial applications such as financial risk management in big data environments. In addition, the book addresses broad challenges in both theoretical and application aspects of artificial intelligence in the field of finance. Covering essential topics such as secure transactions, financial monitoring, and data modeling, this reference work is crucial for financial specialists, researchers, academicians, scholars, practitioners, instructors, and students.
來源: Google Book
來源: Google Book
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