Advanced Machine Learning Algorithms for Complex Financial Applications (Hardcover)

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.

General

Imprint:	IGI Global
Country of origin:	United States
Series:	e-Book Collection - Copyright 2022
Release date:	December 2022
Editors:	Mohammad Irfan • Mohamed Elhoseny • Salina Kassim • Noura Metawa
Dimensions:	279 x 216mm (L x W)
Format:	Hardcover
Pages:	335
ISBN-13:	978-1-66844-483-2
Categories:	Books > Professional & Technical > Technology: general issues > General Books > Business & Economics > Finance & accounting > Finance > Corporate finance Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Money & Finance > Corporate finance
LSN:	1-66844-483-6
Barcode:	9781668444832

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