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Garima Mathur (editor) - Proceedings of 2nd International Conference on Artificial Intelligence: Advances and Applications: ICAIAA 2021 (Algorithms for Intelligent Systems)

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Garima Mathur (editor) Proceedings of 2nd International Conference on Artificial Intelligence: Advances and Applications: ICAIAA 2021 (Algorithms for Intelligent Systems)

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This book gathers outstanding research papers presented in the 2nd International Conference on Artificial Intelligence: Advances and Application (ICAIAA 2021), held in Poornima College of Engineering, Jaipur, India during 27-28 March 2021. This book covers research works carried out by various students such as bachelor, master and doctoral scholars, faculty and industry persons in the area of artificial intelligence, machine learning, deep learning applications in healthcare, agriculture, business, security, etc. It will also cover research in core concepts of computer networks, intelligent system design and deployment, real time systems, WSN, sensors and sensor nodes, SDN, NFV, etc.

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Book cover of Proceedings of 2nd International Conference on Artificial - photo 1
Book cover of Proceedings of 2nd International Conference on Artificial Intelligence: Advances and Applications
Algorithms for Intelligent Systems
Series Editors
Jagdish Chand Bansal
Department of Mathematics, South Asian University, New Delhi, Delhi, India
Kusum Deep
Department of Mathematics, Indian Institute of Technology Roorkee, Roorkee, Uttarakhand, India
Atulya K. Nagar
School of Mathematics, Computer Science and Engineering, Liverpool Hope University, Liverpool, UK

This book series publishes research on the analysis and development of algorithms for intelligent systems with their applications to various real world problems. It covers research related to autonomous agents, multi-agent systems, behavioral modeling, reinforcement learning, game theory, mechanism design, machine learning, meta-heuristic search, optimization, planning and scheduling, artificial neural networks, evolutionary computation, swarm intelligence and other algorithms for intelligent systems.

The book series includes recent advancements, modification and applications of the artificial neural networks, evolutionary computation, swarm intelligence, artificial immune systems, fuzzy system, autonomous and multi agent systems, machine learning and other intelligent systems related areas. The material will be beneficial for the graduate students, post-graduate students as well as the researchers who want a broader view of advances in algorithms for intelligent systems. The contents will also be useful to the researchers from other fields who have no knowledge of the power of intelligent systems, e.g. the researchers in the field of bioinformatics, biochemists, mechanical and chemical engineers, economists, musicians and medical practitioners.

The series publishes monographs, edited volumes, advanced textbooks and selected proceedings.

All books published in the series are submitted for consideration in Web of Science.

More information about this series at https://link.springer.com/bookseries/16171

Editors
Garima Mathur , Mahesh Bundele , Mahendra Lalwani and Marcin Paprzycki
Proceedings of 2nd International Conference on Artificial Intelligence: Advances and Applications
ICAIAA 2021
Logo of the publisher Editors Garima Mathur Poornima College of - photo 2
Logo of the publisher
Editors
Garima Mathur
Poornima College of Engineering, Jaipur, India
Mahesh Bundele
Poornima College of Engineering, Jaipur, India
Mahendra Lalwani
Rajasthan Technical University, Kota, Rajasthan, India
Marcin Paprzycki
Polish Academy of Sciences, Warsaw, Poland
ISSN 2524-7565 e-ISSN 2524-7573
Algorithms for Intelligent Systems
ISBN 978-981-16-6331-4 e-ISBN 978-981-16-6332-1
https://doi.org/10.1007/978-981-16-6332-1
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022
This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.
The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd.

The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore

Preface

The Conference on Artificial Intelligence: Advances and applications-2021 is the Second International Conference that has been organized with publication support of Springer. It is jointly organized by Poornima College of Engineering, Jaipur, RTU (ATU) TEQIP-III sponsored Rajasthan Technical University, Kota, Rajasthan, India, in Association with Soft Computing Research Society. The objective of the conference was to bring together researchers from academia, government agencies, research laboratories and the corporate sector from all over the world to present their research works carried out in artificial intelligence domain. Artificial intelligence research is leading to evolve in the area of machine learning, deep learning applications in health care, agriculture, business and security, etc. It covers research in core concepts of computer networks, intelligent system design and deployment, real-time systems, WSN, sensors and sensor nodes, SDN, NFV, etc. It is useful for students, faculty and industry working on AI applications. AI is an emerging technology that shall be used in almost all applications/technologies/systems in one or other form.

On behalf of RTU Kota, Poornima College of Engineering, I am pleased to welcome all the readers of Proceedings of International Conference on Artificial Intelligence: Advances and Applications-ICAIAA 2021.

This conference has provided an environment to conduct intellectual discussions and exchange ideas that are instrumental in shaping the future of artificial intelligence. It has been planned in two tracks, viz. Track 1: Artificial Intelligence and Track 2: Intelligent Sensor, Devices & Application. The conference could get very good response from thirteen countries such as India, Japan, Singapore, Bangladesh, Brunei Darussalam, Ethiopia, Malaysia, Nigeria, Serbia, Viet Nam, South Africa, Turkey and Spain.

A total of 298 papers were received and were reviewed by 148 reviewers from different reputed institutions across India. A total of 97 papers were accepted for presentation in the conference, out of which 71 papers were registered and presented during March 2728, 2021.

I am thankful to RTU Kota for giving this opportunity to organize this conference under TEQIP III project.

Garima Mathur
Mahesh Bundele
Mahendra Lalwani
Marcin Paprzycki
Jaipur, India Jaipur, India Rajasthan, India Warsaw, Poland
Contents
Bhuvaneswari Anbalagan
Constance Izuchukwu Amannah and Jennifer N. Igwe
Surbhi Solanki , Chetan Gupta , Kalpana Rai and Minal Saxena
Anjali Jivani , Hetal Bhavsar and Kshitij Gupte
N. Vijaya Anand and G. Chandra Mouli
Loong Chuen Lee , Hukil Sino , Nor Azman Mohd Noor , Saiful Mohd Ali and Azhar Abdul Halim
Madhumita Ray , Nabanita Mahata and Jamuna Kanta Sing
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