Artificial Intelligence for Capital Markets

图书简介

Artificial Intelligence for Capital Market throws light on the application of AI/ML techniques in the financial capital markets. This book discusses the challenges posed by the AI/ML techniques as these are prone to "black box" syndrome. The complexity of understanding the underlying dynamics for results generated by these methods is one of the major concerns which is highlighted in this book.Features:Showcases artificial intelligence in finance service industryExplains credit and risk analysisElaborates on cryptocurrencies and blockchain technologyFocuses on the optimal choice of asset pricing modelIntroduces testing of market efficiency and forecasting in the Indian stock marketThis book serves as a reference book for academicians, industry professionals, traders, finance managers and stock brokers. It may also be used as textbook for graduate level courses in financial services and financial analytics.

1. Artificial Intelligence in the Financial Service Industry Muneer Shaik 2. Machine learning and big data in finance services Mahmoud El Samad, Hassan Dennaoui, Sam El Nemar 3. Artificial Intelligence in Financial Services: Advantages and Disadvantages Rola Shawat, Abanoub Wassef and Hebatallah Badawy 4. Upscaling Profits in Financial Market Jay Chawla, Rohit Bakoliya, Jitendra Jat, Jignesh Jinjala, Manali Patel and Krupa N. Jariwala 5. Credit And Risk Analysis in The Financial and Banking Sectors: An Investigation Geetha Manoharan, Subhashini Durai, Gunaseelan Alex Rajesh, Sunitha Purushottam Ashtikar 6. Cryptocurrencies and Blockchain Technology Applications Yahya Skaf 7. Machine Learning and the Optimal Choice of Asset Pricing Model Aleksander Bielinski, Daniel Broby 8. Testing for market efficiency using news-driven sentiment: Evidence from select NYSE stocks S Rangapriya, Madhavi Lokhande 9. Comparing Statistical, Deep Learning, and Additive Models for Forecasting in the Indian Stock Market Vaibhav Shastri 10. Applications and Impact of Artificial Intelligence in the Finance Sector Pokala Pranay Kumar, Dheeraj Anchuri, Syed Hasan Jafar, Deepika Dhingra, Hani El-Chaarani

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Artificial Intelligence for Capital Markets 资本市场的人工智能 计算机科学技术基础学科

Artificial Intelligence for Capital Markets

资本市场的人工智能
计算机科学技术基础学科