Description
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 industry
- Explains credit and risk analysis
- Elaborates on cryptocurrencies and blockchain technology
- Focuses on the optimal choice of asset pricing model
- Introduces testing of market efficiency and forecasting in the Indian stock market
This 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.
Table of Contents
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
