,Decision Systems
, Decision Systems
Integrating Machine Learning, Fuzzy
Logic, and Artificial Neural Networks
Pallavi Vijay Chavan
Department of Information Technology
Ramrao Adik Institute of Technology
D.Y. Patil Deemed to be University
Navi Mumbai, Maharashtra, India
Nisha Balani
Department of Computer Science & Engineering
Jhulelal Institute of Technology
Nagpur, Maharashtra, India
First Impression Technologies
Nagpur, Maharashtra, India
Ramchandra Mangrulkar
Department of Information Technology
Dwarkadas J. Sanghvi College of Engineering
Mumbai, Maharashtra, India
Sangita Santosh Chaudhari
Department of Computer Science & Engineering
Ramrao Adik Institute of Technology
D.Y. Patil Deemed to be University
Navi Mumbai, Maharashtra, India
, Morgan Kaufmann is an imprint of Elsevier
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This book and the individual contributions contained in it are protected under copyright by the Publisher (other than as may
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Notices
Knowledge and best practice in this field are constantly changing. As new research and experience broaden our
understanding, changes in research methods, professional practices, or medical treatment may become necessary.
Practitioners and researchers must always rely on their own experience and knowledge in evaluating and using any
information, methods, compounds, or experiments described herein. In using such information or methods they should be
mindful of their own safety and the safety of others, including parties for whom they have a professional responsibility.
To the fullest extent of the law, neither the Publisher nor the authors, contributors, or editors, assume any liability for any
injury and/or damage to persons or property as a matter of products liability, negligence or otherwise, or from any use or
operation of any methods, products, instructions, or ideas contained in the material herein.
ISBN: 978-0-443-33728-4
For information on all Morgan Kaufmann publications
visit our website at https://www.elsevier.com/books-and-journals
Publisher: Mara Conner
Acquisitions Editor: Chris Katsaropoulos
Editorial Project Manager: Sumit Yadav
Production Project Manager: Punithavathy Govindaradjane
Cover Designer: Christian Bilbow
Typeset by VTeX
, Decision Systems
Integrating Machine Learning, Fuzzy
Logic, and Artificial Neural Networks
Pallavi Vijay Chavan
Department of Information Technology
Ramrao Adik Institute of Technology
D.Y. Patil Deemed to be University
Navi Mumbai, Maharashtra, India
Nisha Balani
Department of Computer Science & Engineering
Jhulelal Institute of Technology
Nagpur, Maharashtra, India
First Impression Technologies
Nagpur, Maharashtra, India
Ramchandra Mangrulkar
Department of Information Technology
Dwarkadas J. Sanghvi College of Engineering
Mumbai, Maharashtra, India
Sangita Santosh Chaudhari
Department of Computer Science & Engineering
Ramrao Adik Institute of Technology
D.Y. Patil Deemed to be University
Navi Mumbai, Maharashtra, India
, Morgan Kaufmann is an imprint of Elsevier
50 Hampshire Street, 5th Floor, Cambridge, MA 02139, United States
Copyright © 2025 Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar
technologies.
For accessibility purposes, images in electronic versions of this book are accompanied by alt text descriptions provided by
Elsevier. For more information, see https://www.elsevier.com/about/accessibility.
Books and Journals published by Elsevier comply with applicable product safety requirements. For any product safety
concerns or queries, please contact our authorised representative, Elsevier B.V., at .
Publisher’s note: Elsevier takes a neutral position with respect to territorial disputes or jurisdictional claims in its published
content, including in maps and institutional affiliations.
No part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical,
including photocopying, recording, or any information storage and retrieval system, without permission in writing from the
publisher. Details on how to seek permission, further information about the Publisher’s permissions policies and our
arrangements with organizations such as the Copyright Clearance Center and the Copyright Licensing Agency, can be
found at our website: www.elsevier.com/permissions.
This book and the individual contributions contained in it are protected under copyright by the Publisher (other than as may
be noted herein).
Notices
Knowledge and best practice in this field are constantly changing. As new research and experience broaden our
understanding, changes in research methods, professional practices, or medical treatment may become necessary.
Practitioners and researchers must always rely on their own experience and knowledge in evaluating and using any
information, methods, compounds, or experiments described herein. In using such information or methods they should be
mindful of their own safety and the safety of others, including parties for whom they have a professional responsibility.
To the fullest extent of the law, neither the Publisher nor the authors, contributors, or editors, assume any liability for any
injury and/or damage to persons or property as a matter of products liability, negligence or otherwise, or from any use or
operation of any methods, products, instructions, or ideas contained in the material herein.
ISBN: 978-0-443-33728-4
For information on all Morgan Kaufmann publications
visit our website at https://www.elsevier.com/books-and-journals
Publisher: Mara Conner
Acquisitions Editor: Chris Katsaropoulos
Editorial Project Manager: Sumit Yadav
Production Project Manager: Punithavathy Govindaradjane
Cover Designer: Christian Bilbow
Typeset by VTeX
