Irfan Mohammad - Advanced Machine Learning Algorithms for Complex Financial Applications

Advanced Machine Learning Algorithms for Complex Financial Applications

• Mohammad Irfan
  CMR Institute of Technology, India
• Mohamed Elhoseny
  American University in the Emirates, UAE
• Salina Kassim
  International Islamic University of Malaysia, Malaysia
• Noura Metawa
  University of Sharjah, UAE

A volume in the Advances in Finance, Accounting, and Economics (AFAE) Book Series Book Series

Published in the United States of America by IGI Global (an imprint of IGI Global) 701 E. Chocolate Avenue Hershey PA 17033 Tel: 717-533-8845 Fax: 717-533-8661 E-mail: cust@igi-global.com Web site: http://www.igi-global.com/reference

Copyright 2023 by IGI Global. All rights reserved. No part of this publication may be reproduced, stored or distributed in any form or by any means, electronic or mechanical, including photocopying, without written permission from the publisher.

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Library of Congress Cataloging-in-Publication Data

Names: Irfan, Mohammad, 1986- editor. | Elhoseny, Mohamed, editor. |
Kassim, Salina H., editor. | Metawa, Noura, editor.
Title: Advanced machine learning algorithms for complex financial
applications / Mohammad Irfan, Mohamed Elhoseny, Salina Kassim, and
Noura Saad Metawa, editors.
Description: Hershey, PA : Business Science Reference, [2022] | Includes
bibliographical references and index. | Summary: "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"-- Provided by publisher.
Identifiers: LCCN 2022001826 (print) | LCCN 2022001827 (ebook) | ISBN
9781668444832 (hardcover) | ISBN 9781668444849 (paperback) | ISBN
9781668444856 (ebook)
Subjects: LCSH: Finance--Data processing. | Machine learning. | Artificial
intelligence.
Classification: LCC HG173 .A345 2022 (print) | LCC HG173 (ebook) | DDC
332.0285--dc23/eng/20220329
LC record available at https://lccn.loc.gov/2022001826
LC ebook record available at https://lccn.loc.gov/2022001827

This book is published under the IGI Global book series Advances in Finance, Accounting, and Economics (AFAE) (ISSN: 2327-5677 eISSN: 2327-5685)

British Cataloguing in Publication Data

A Cataloguing in Publication record for this book is available from the British Library.

All work contributed to this book is new, previously-unpublished material. The views expressed in this book are those of the authors, but not necessarily of the publisher.

Advances in Finance, Accounting, and Economics (AFAE) Book Series Ahmed Driouchi (Al Akhawayn University, Morocco) ISSN: 2327-5677

In our changing economic and business environment, it is important to consider the financial changes occurring internationally as well as within individual organizations and business environments. Understanding these changes as well as the factors that influence them is crucial in preparing for our financial future and ensuring economic sustainability and growth.

The Advances in Finance, Accounting, and Economics (AFAE) book series aims to publish comprehensive and informative titles in all areas of economics and economic theory, finance, and accounting to assist in advancing the available knowledge and providing for further research development in these dynamic fields.

The Advances in Finance, Accounting, and Economics (AFAE) Book Series(ISSN 2327-5677) is published by IGI Global, 701 E. Chocolate Avenue, Hershey, PA 17033-1240, USA, www.igi-global.com. This series is composed of titlesavailable for purchase individually; each title is edited to be contextually exclusive from any other title within the series. For pricing and ordering information please visit http://www.igi-global.com/book-series/advances-finance-accounting-economics/73685. Postmaster: send all address changes to above address. Copyright 2023 IGI Global. All rights, including translation in other languages reserved by the pulisher. No part of this series may be reproduced or used in any form or by any means - graphics, electronic, or mechanical, including photocopying, recoreding, taping, or information and retrieval systems - without written permission from the publisher, except for non commercial, educational use, including classroom teaching purposes. The views expressed in this series are those of the authors, but not necessarily of IGI Global

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