Advanced Machine Learning Algorithms for Complex Financial Applications Hardback
Edited by Mohammad Irfan, Mohamed Elhoseny, Salina Kassim, Noura Metawa
Part of the e-Book Collection - Copyright 2022 series
Hardback
Description
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.
Information
-
Out of stock
- Format:Hardback
- Pages:292 pages
- Publisher:IGI Global
- Publication Date:31/01/2023
- Category:
- ISBN:9781668444832
Information
-
Out of stock
- Format:Hardback
- Pages:292 pages
- Publisher:IGI Global
- Publication Date:31/01/2023
- Category:
- ISBN:9781668444832
