International Conference on Innovative Computing and Communications: Proceedings of ICICC 2020, Volume 2 [1st ed.] 9789811551475, 9789811551482

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Advances in Intelligent Systems and Computing 1166

Deepak Gupta · Ashish Khanna · Siddhartha Bhattacharyya · Aboul Ella Hassanien · Sameer Anand · Ajay Jaiswal   Editors

International Conference on Innovative Computing and Communications Proceedings of ICICC 2020, Volume 2

Advances in Intelligent Systems and Computing Volume 1166

Series Editor Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Advisory Editors Nikhil R. Pal, Indian Statistical Institute, Kolkata, India Rafael Bello Perez, Faculty of Mathematics, Physics and Computing, Universidad Central de Las Villas, Santa Clara, Cuba Emilio S. Corchado, University of Salamanca, Salamanca, Spain Hani Hagras, School of Computer Science and Electronic Engineering, University of Essex, Colchester, UK László T. Kóczy, Department of Automation, Széchenyi István University, Gyor, Hungary Vladik Kreinovich, Department of Computer Science, University of Texas at El Paso, El Paso, TX, USA Chin-Teng Lin, Department of Electrical Engineering, National Chiao Tung University, Hsinchu, Taiwan Jie Lu, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, Australia Patricia Melin, Graduate Program of Computer Science, Tijuana Institute of Technology, Tijuana, Mexico Nadia Nedjah, Department of Electronics Engineering, University of Rio de Janeiro, Rio de Janeiro, Brazil Ngoc Thanh Nguyen , Faculty of Computer Science and Management, Wrocław University of Technology, Wrocław, Poland Jun Wang, Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong

The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all the areas of modern intelligent systems and computing such as: computational intelligence, soft computing including neural networks, fuzzy systems, evolutionary computing and the fusion of these paradigms, social intelligence, ambient intelligence, computational neuroscience, artificial life, virtual worlds and society, cognitive science and systems, Perception and Vision, DNA and immune based systems, self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric computing, recommender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning paradigms, machine ethics, intelligent data analysis, knowledge management, intelligent agents, intelligent decision making and support, intelligent network security, trust management, interactive entertainment, Web intelligence and multimedia. The publications within “Advances in Intelligent Systems and Computing” are primarily proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results. ** Indexing: The books of this series are submitted to ISI Proceedings, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink **

More information about this series at http://www.springer.com/series/11156

Deepak Gupta Ashish Khanna Siddhartha Bhattacharyya Aboul Ella Hassanien Sameer Anand Ajay Jaiswal •

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Editors

International Conference on Innovative Computing and Communications Proceedings of ICICC 2020, Volume 2

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Editors Deepak Gupta Maharaja Agrasen Institute of Technology Rohini, Delhi, India Siddhartha Bhattacharyya CHRIST (Deemed to be University) Bengaluru, Karnataka, India Sameer Anand Department of Computer Science Shaheed Sukhdev College of Business Studies University of Delhi Rohini, Delhi, India

Ashish Khanna Maharaja Agrasen Institute of Technology Rohini, Delhi, India Aboul Ella Hassanien Department of Information Technology Faculty of Computers and Information Cairo University Giza, Egypt Ajay Jaiswal Department of Computer Science Shaheed Sukhdev College of Business Studies University of Delhi Rohini, Delhi, India

ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems and Computing ISBN 978-981-15-5147-5 ISBN 978-981-15-5148-2 (eBook) https://doi.org/10.1007/978-981-15-5148-2 © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021 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

Dr. Deepak Gupta would like to dedicate this book to his father Sh. R. K. Gupta, his mother Smt. Geeta Gupta for their constant encouragement, his family members including his wife, brothers, sisters, kids, and to my students close to my heart. Dr. Ashish Khanna would like to dedicate this book to his mentors Dr. A. K. Singh and Dr. Abhishek Swaroop for their constant encouragement and guidance and his family members including his mother, wife and kids. He would also like to dedicate this work to his (Late) father Sh. R. C. Khanna with folded hands for his constant blessings. Prof. (Dr.) Siddhartha Bhattacharyya would like to dedicate this book to his father Late Ajit Kumar Bhattacharyya, his mother Late Hashi Bhattacharyya, his beloved wife Rashni and his colleagues Jayanta Biswas and Debabrata Samanta.

Prof. (Dr.) Aboul Ella Hassanien would like to dedicate this book to his wife Azza Hassan El-Saman. Dr. Sameer Anand would like to dedicate this book to his Dada Prof. D. C. Choudhary, his beloved wife Shivanee and his son Shashwat. Dr. Ajay Jaiswal would like to dedicate this book to his father Late Prof. U. C. Jaiswal, his mother Brajesh Jaiswal, his beloved wife Anjali, his daughter Prachii and his son Sakshaum.

ICICC-2020 Steering Committee Members

Patrons Dr. Poonam Verma, Principal, SSCBS, University of Delhi Prof. Dr. Pradip Kumar Jain, Director, National Institute of Technology Patna, India

General Chairs Prof. Dr. Siddhartha Bhattacharyya, Christ University, Bengaluru Dr. Prabhat Kumar, National Institute of Technology Patna, India

Honorary Chairs Prof. Dr. Janusz Kacprzyk, FIEEE, Polish Academy of Sciences, Poland Prof. Dr. Vaclav Snasel, Rector, VSB-Technical University of Ostrava, Czech Republic

Conference Chairs Prof. Dr. Aboul Ella Hassanien, Cairo University, Egypt Prof. Dr. Joel J. P. C. Rodrigues, National Institute of Telecommunications (Inatel), Brazil Prof. Dr. R. K. Agrawal, Jawaharlal Nehru University, Delhi

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ICICC-2020 Steering Committee Members

Technical Program Chairs Prof. Dr. Victor Hugo C. de Albuquerque, Universidade de Fortaleza, Brazil Prof. Dr. A. K. Singh, National Institute of Technology, Kurukshetra Prof. Dr. Anil K Ahlawat, KIET Group of Institutes, Ghaziabad

Editorial Chairs Prof. Dr. Abhishek Swaroop, Bhagwan Parshuram Institute of Technology, Delhi Dr. Arun Sharma, Indira Gandhi Delhi Technical University for Womens, Delhi Prerna Sharma, Maharaja Agrasen Institute of Technology (GGSIPU), New Delhi

Conveners Dr. Ajay Jaiswal, SSCBS, University of Delhi Dr. Sameer Anand, SSCBS, University of Delhi Dr. Ashish Khanna, Maharaja Agrasen Institute of Technology (GGSIPU), New Delhi Dr. Deepak Gupta, Maharaja Agrasen Institute of Technology (GGSIPU), New Delhi Dr. Gulshan Shrivastava, National Institute of Technology Patna, India

Publication Chairs Prof. Dr. Neeraj Kumar, Thapar Institute of Engineering and Technology Dr. Mohamed Elhoseny, University of North Texas Dr. Hari Mohan Pandey, Edge Hill University, UK Dr. Sahil Garg, École de technologie supérieure, Université du Québec, Montreal, Canada

Publicity Chairs Dr. M. Tanveer, Indian Institute of Technology, Indore, India Dr. Jafar A. Alzubi, Al-Balqa Applied University, Salt, Jordan Dr. Hamid Reza Boveiri, Sama College, IAU, Shoushtar Branch, Shoushtar, Iran

ICICC-2020 Steering Committee Members

Co-convener Mr. Moolchand Sharma, Maharaja Agrasen Institute of Technology, India

Organizing Chairs Dr. Kumar Bijoy, SSCBS, University of Delhi Dr. Rishi Ranjan Sahay, SSCBS, University of Delhi

Organizing Team Dr. Gurjeet Kaur, SSCBS, University of Delhi Dr. Aditya Khamparia, Lovely Professional University, Punjab, India Dr. Abhimanyu Verma, SSCBS, University of Delhi Dr. Onkar Singh, SSCBS, University of Delhi Kalpna Sagar, KIET Group of Institutes, Ghaziabad

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Preface

We hereby are delighted to announce that Shaheed Sukhdev College of Business Studies, New Delhi in association with National Institute of Technology Patna and University of Valladolid Spain has hosted the eagerly awaited and much coveted International Conference on Innovative Computing and Communication (ICICC-2020). The third version of the conference was able to attract a diverse range of engineering practitioners, academicians, scholars and industry delegates, with the reception of abstracts including more than 3,200 authors from different parts of the world. The committee of professionals dedicated towards the conference is striving to achieve a high quality technical program with tracks on Innovative Computing, Innovative Communication Network and Security, and Internet of Things. All the tracks chosen in the conference are interrelated and are very famous among present day research community. Therefore, a lot of research is happening in the above-mentioned tracks and their related sub-areas. As the name of the conference starts with the word ‘innovation’, it has targeted out of box ideas, methodologies, applications, expositions, surveys and presentations helping to upgrade the current status of research. More than 800 full-length papers have been received, among which the contributions are focused on theoretical, computer simulation-based research, and laboratory-scale experiments. Amongst these manuscripts, 196 papers have been included in the Springer proceedings after a thorough two-stage review and editing process. All the manuscripts submitted to the ICICC-2020 were peer-reviewed by at least two independent reviewers, who were provided with a detailed review proforma. The comments from the reviewers were communicated to the authors, who incorporated the suggestions in their revised manuscripts. The recommendations from two reviewers were taken into consideration while selecting a manuscript for inclusion in the proceedings. The exhaustiveness of the review process is evident, given the large number of articles received addressing a wide range of research areas. The stringent review process ensured that each published manuscript met the rigorous academic and scientific standards. It is an exalting experience to finally see these elite contributions materialize into two book volumes as ICICC-2020 proceedings by Springer entitled International Conference on Innovative Computing and Communications. xi

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Preface

The articles are organized into two volumes in some broad categories covering subject matters on machine learning, data mining, big data, networks, soft computing, and cloud computing, although given the diverse areas of research reported it might not have been always possible. ICICC-2020 invited six key note speakers, who are eminent researchers in the field of computer science and engineering, from different parts of the world. In addition to the plenary sessions on each day of the conference, fifteen concurrent technical sessions are held every day to assure the oral presentation of around 195 accepted papers. Keynote speakers and session chair(s) for each of the concurrent sessions have been leading researchers from the thematic area of the session. A technical exhibition is held during all the 3 days of the conference, which has put on display the latest technologies, expositions, ideas and presentations. The delegates were provided with a book of extended abstracts to quickly browse through the contents, participate in the presentations and provide access to a broad audience of the audience. The research part of the conference was organized in a total of 45 special sessions. These special sessions provided the opportunity for researchers conducting research in specific areas to present their results in a more focused environment. An international conference of such magnitude and release of the ICICC-2020 proceedings by Springer has been the remarkable outcome of the untiring efforts of the entire organizing team. The success of an event undoubtedly involves the painstaking efforts of several contributors at different stages, dictated by their devotion and sincerity. Fortunately, since the beginning of its journey, ICICC-2020 has received support and contributions from every corner. We thank them all who have wished the best for ICICC-2020 and contributed by any means towards its success. The edited proceedings volumes by Springer would not have been possible without the perseverance of all the steering, advisory and technical program committee members. All the contributing authors owe thanks from the organizers of ICICC-2020 for their interest and exceptional articles. We would also like to thank the authors of the papers for adhering to the time schedule and for incorporating the review comments. We wish to extend my heartfelt acknowledgment to the authors, peer-reviewers, committee members and production staff whose diligent work put shape to the ICICC-2020 proceedings. We especially want to thank our dedicated team of peer-reviewers who volunteered for the arduous and tedious step of quality checking and critique on the submitted manuscripts. We wish to thank my faculty colleagues Mr. Moolchand Sharma and Ms. Prerna Sharma for extending their enormous assistance during the conference. The time spent by them and the midnight oil burnt is greatly appreciated, for which we will ever remain indebted. The management, faculties, administrative and support staff of the college has always been extending their services whenever needed, for which we remain thankful to them.

Preface

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Lastly, we would like to thank Springer for accepting our proposal for publishing the ICICC-2020 conference proceedings. Help received from Mr. Aninda Bose, the acquisition senior editor, in the process has been very useful. Rohini, India

Ashish Khanna Deepak Gupta Organizers, ICICC-2020

About This Book

International Conference on Innovative Computing and Communication (ICICC-2020) was held on 21–23 February at Shaheed Sukhdev College of Business Studies in association with National Institute of Technology Patna and University of Valladolid Spain. This conference was able to attract a diverse range of engineering practitioners, academicians, scholars and industry delegates, with the reception of papers including more than 3200 authors from different parts of the world. Only 195 papers have been accepted and registered with an acceptance ratio of 24% to be published in two volumes of prestigious springer Advances in Intelligent Systems and Computing (AISC) series. This volume includes a total of 98 papers.

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Contents

A Dummy Location Generation Model for Location Privacy in Vehicular Ad hoc Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Bhawna Chaudhary and Karan Singh Evaluating User Influence in Social Networks Using k-core . . . . . . . . . N. Govind and Rajendra Prasad Lal

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Depression Anatomy Using Combinational Deep Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Apeksha Rustagi, Chinkit Manchanda, Nikhil Sharma, and Ila Kaushik

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A Hybrid Cost-Effective Genetic and Firefly Algorithm for Workflow Scheduling in Cloud . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ishadeep Kaur and P. S. Mann

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Flexible Dielectric Resonator Antenna Using Polydimethylsiloxane Substrate as Dielectric Resonator for Breast Cancer Diagnostics . . . . . Doondi Kumar Janapala and Moses Nesasudha

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Machine Learning-Based Prototype for Restaurant Rating Prediction and Cuisine Selection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Kunal Bikram Dutta, Aman Sahu, Bharat Sharma, Siddharth S. Rautaray, and Manjusha Pandey Deeper into Image Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Jatin Bindra, Bulla Rajesh, and Savita Ahlawat Investigation of Ionospheric Total Electron Content (TEC) During Summer Months for Ionosphere Modeling in Indian Region Using Dual-Frequency NavIC System . . . . . . . . . . . . . . . . . . . . . . . . . . Sharat Chandra Bhardwaj, Anurag Vidyarthi, B. S. Jassal, and A. K. Shukla

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An Improved Terrain Profiling System with High-Precision Range Measurement Method for Underwater Surveyor Robot . . . . . . . . . . . . Maneesha and Praveen Kant Pandey

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Prediction of Diabetes Mellitus: Comparative Study of Various Machine Learning Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Arooj Hussain and Sameena Naaz

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Tracking of Soccer Players Using Optical Flow . . . . . . . . . . . . . . . . . . Chetan G. Kagalagomb and Sunanda Dixit

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Selection of Probabilistic Data Structures for SPV Wallet Filtering . . . Adeela Faridi and Farheen Siddiqui

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Hybrid BF-PSO Algorithm for Automatic Voltage Regulator System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Hotha Uday Kiran and Sharad Kumar Tiwari Malware Classification Using Multi-layer Perceptron Model . . . . . . . . Jagsir Singh and Jaswinder Singh

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Protocol Random Forest Model to Enhance the Effectiveness of Intrusion Detection Identification . . . . . . . . . . . . . . . . . . . . . . . . . . . Thet Thet Htwe and Nang Saing Moon Kham

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Detecting User’s Spreading Influence Using Community Structure and Label Propagation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sanjay Kumar, Khyati Grover, Lakshay Singhla, and Kshitij Jindal

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Bagging- and Boosting-Based Latent Fingerprint Image Classification and Segmentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Megha Chhabra, Manoj Kumar Shukla, and Kiran Kumar Ravulakollu

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Selecting Social Robot by Understanding Human–Robot Interaction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Kiran Jot Singh, Divneet Singh Kapoor, and Balwinder Singh Sohi

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Flooding and Forwarding Based on Efficient Routing Protocol . . . . . . Preshi Godha, Swati Jadon, Anshi Patle, Ishu Gupta, Bharti Sharma, and Ashutosh Kumar Singh

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Hardware-Based Parallelism Scheme for Image Steganography Speed up . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Seyedeh Haleh Seyed Dizaji, Mina Zolfy Lighvan, and Ali Sadeghi

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Predicting Group Size for Software Issues in an Open-Source Software Development Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . Deepti Chopra and Arvinder Kaur

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Wireless CNC Plotter for PCB Using Android Application . . . . . . . . . Ashish Kumar, Shubham Kumar, and Swati Shukla

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Contents

Epileptic Seizure Detection Using Machine Learning Techniques . . . . . Sudesh Kumar, Rekh Ram Janghel, and Satya Prakash Sahu Analysis of Minimum Support Price Prediction for Indian Crops Using Machine Learning and Numerical Methods . . . . . . . . . . . . . . . . Sarthak Gupta, Akshara Agarwal, Paluck Deep, Saurabh Vaish, and Archana Purwar

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A Robust Methodology for Creating Large Image Datasets Using a Universal Format . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Gurpartap Singh, Sunil Agrawal, and B. S. Sohi

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A Comparative Empirical Evaluation of Topic Modeling Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Pooja Kherwa and Poonam Bansal

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An Analysis of Machine Learning Techniques for Flood Mitigation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Vinay Dubey and Rahul Katarya

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Link Prediction in Complex Network: Nature Inspired Gravitation Force Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sanjay Kumar, Utkarsh Chaudhary, Rewant Kedia, and Tushar Singhal

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Hridaya Kalp: A Prototype for Second Generation Chronic Heart Disease Detection and Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . Harshit Anand, Abhishek Anand, Indrashis Das, Siddharth S. Rautaray, and Manjusha Pandey Two-Stream Mid-Level Fusion Network for Human Activity Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Mainak Chakraborty, Alik Pramanick, and Sunita Vikrant Dhavale Content Classification Using Active Learning Approach . . . . . . . . . . . Neha Bansal, Arun Sharma, and R. K. Singh

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Analysis of NavIC Multipath Signal Sensitivity for Soil Moisture in Presence of Vegetation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Vivek Chamoli, Rishi Prakash, Anurag Vidyarthi, and Ananya Ray

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Uncovering Employee Job Satisfaction Using Machine Learning: A Case Study of Om Logistics Ltd . . . . . . . . . . . . . . . . . . . . . . . . . . . . Diksha Jain, Sandhya Makkar, Lokesh Jindal, and Mukta Gupta

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Transaction Privacy Preservations for Blockchain Technology . . . . . . . Bharat Bhushan and Nikhil Sharma

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EEG Artifact Removal Techniques: A Comparative Study . . . . . . . . . Mridu Sahu, Samrudhi Mohdiwale, Namrata Khoriya, Yogita Upadhyay, Anjali Verma, and Shikha Singh

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Evolution of Time-Domain Feature for Classification of Two-Class Motor Imagery Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Rahul Kumar, Mridu Sahu, and Samrudhi Mohdiwale

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Finding Influential Spreaders in Weighted Networks Using Weighted-Hybrid Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sanjay Kumar, Yash Raghav, and Bhavya Nag

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Word-Level Sign Language Gesture Prediction Under Different Conditions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Monika Arora, Priyanshu Mehta, Divyanshu Mittal, and Prachi Bajaj

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Firefly Algorithm-Based Optimized Controller for Frequency Control of an Autonomous Multi-Microgrid . . . . . . . . . . . . . . . . . . . . . Kshetrimayum Millaner Singh, Sadhan Gope, and Nicky Pradhan

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Abnormal Activity-Based Video Synopsis by Seam Carving for ATM Surveillance Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . B. Yogameena and R. Janani

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Behavioral Analysis from Online Data Using Temporal Graphs . . . . . Anam Iqbal and Farheen Siddiqui

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Medical Data Analysis Using Machine Learning with KNN . . . . . . . . . Sabyasachi Mohanty, Astha Mishra, and Ankur Saxena

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Insight to Model Clone’s Differentiation, Classification, and Visualization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ritu Garg and R. K. Singh Predicting Socio-economic Features for Indian States Using Satellite Imagery . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Pooja Kherwa, Savita Ahlawat, Rishabh Sobti, Sonakshi Mathur, and Gunjan Mohan Semantic Space Autoencoder for Cross-Modal Data Retrieval . . . . . . . Shaily Malik and Poonam Bansal A Novel Approach to Classify Cardiac Arrhythmia Using Different Machine Learning Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Parag Jain, C. S. Arjun Babu, Sahana Mohandoss, Nidhin Anisham, Shivakumar Gadade, A. Srinivas, and Rajasekar Mohan Offline Handwritten Mathematical Expression Evaluator Using Convolutional Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . Amit Choudhary, Savita Ahlawat, Harsh Gupta, Aniruddha Bhandari, Ankur Dhall, and Manish Kumar

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Contents

An Empirical Study on Diabetes Mellitus Prediction Using Apriori Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Md. Tanvir Islam, M. Raihan, Fahmida Farzana, Promila Ghosh, and Shakil Ahmed Shaj An Overview of Ultra-Wide Band Antennas for Detecting Early Stage of Breast Cancer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . M. K. Anooradha, A. Amir Anton Jone, Anita Jones Mary Pushpa, V. Neethu Susan, and T. Beril Lynora Single Image Haze Removal Using Hybrid Filtering Method . . . . . . . . K. P. Senthilkumar and P. Sivakumar

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An Optimized Multilayer Outlier Detection for Internet of Things (IoT) Network as Industry 4.0 Automation and Data Exchange . . . . . . Adarsh Kumar and Deepak Kumar Sharma

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Microscopic Image Noise Reduction Using Mathematical Morphology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Mangala Shetty and R. Balasubramani

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A Decision-Based Multi-layered Outlier Detection System for Resource Constraint MANET . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Adarsh Kumar and P. Srikanth

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Orthonormal Wavelet Transform for Efficient Feature Extraction for Sensory-Motor Imagery Electroencephalogram Brain–Computer Interface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Poonam Chaudhary and Rashmi Agrawal

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Performance of RPL Objective Functions Using FIT IoT Lab . . . . . . . Spoorthi P. Shetty and Udaya Kumar K. Shenoy

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Predictive Analytics for Retail Store Chain . . . . . . . . . . . . . . . . . . . . . Sandhya Makkar, Arushi Sethi, and Shreya Jain

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Object Identification in Satellite Imagery and Enhancement Using Generative Adversarial Networks . . . . . . . . . . . . . . . . . . . . . . . . Pranav Pushkar, Lakshay Aggarwal, Mohammad Saad, Aditya Maheshwari, Harshit Awasthi, and Preeti Nagrath

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Keyword Template Based Semi-supervised Topic Modelling in Tweets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Greeshma N. Gopal, Binsu C. Kovoor, and U. Mini

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A Community Interaction-Based Routing Protocol for Opportunistic Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Deepak Kumar Sharma, Shrid Pant, and Rinky Dwivedi

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Contents

Performance Analysis of the ML Prediction Models for the Detection of Sybil Accounts in an OSN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Ankita Kumari and Manu Sood

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Exploring Feature Selection Technique in Detecting Sybil Accounts in a Social Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Shradha Sharma and Manu Sood

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Implementation of Ensemble-Based Prediction Model for Detecting Sybil Accounts in an OSN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Priyanka Roy and Manu Sood

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Performance Analysis of Impact of Network Topologies on Different Controllers in SDN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Dharmender Kumar and Manu Sood

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Bees Classifier Using Soft Computing Approaches . . . . . . . . . . . . . . . . Abhilakshya Agarwal and Rahul Pradhan

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Fuzzy Trust Based Secure Routing Protocol for Opportunistic Internet of Things . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Nisha Kandhoul and S. K. Dhurandher

749

Student’s Performance Prediction Using Data Mining Technique Depending on Overall Academic Status and Environmental Attributes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Syeda Farjana Shetu, Mohd Saifuzzaman, Nazmun Nessa Moon, Sharmin Sultana, and Ridwanullah Yousuf

757

Evaluate and Predict Concentration of Particulate Matter (PM2.5) Using Machine Learning Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . Shaon Hossain Sani, Akramkhan Rony, Fyruz Ibnat Karim, M. F. Mridha, and Md. Abdul Hamid Retrieval of Frequent Itemset Using Improved Mining Algorithm in Hadoop . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sandhya Sandeep Waghere, PothuRaju RajaRajeswari, and Vithya Ganesan Number Plate Recognition System for Vehicles Using Machine Learning Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Md. Amzad Hossain, Istiaque Ahmed Suvo, Amitabh Ray, Md. Ariful Islam Malik, and M. F. Mridha The Model to Determine the Location and the Date by the Length of Shadow of Objects for Communication Networks . . . . . . . . . . . . . . Renrui Zhang

771

787

799

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Contents

xxiii

CW-CAE: Pulmonary Nodule Detection from Imbalanced Dataset Using Class-Weighted Convolutional Autoencoder . . . . . . . . . . . . . . . . Seba Susan, Dhaarna Sethi, and Kriti Arora

825

SORTIS: Sharing of Resources in Cloud Framework Using CloudSim Tool . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Kushagra Gupta and Rahul Johari

835

Predicting Diabetes Using ML Classification Techniques . . . . . . . . . . . Geetika Vashisht, Ashish Kumar Jha, and Manisha Jailia Er–Yb Co-doped Fibre Amplifier Performance Enhancement for Super-Dense WDM Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . Anurupa Lubana, Sanmukh Kaur, and Yugnanda Malhotra Seizure Detection from Intracranial Electroencephalography Recordings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Pranjal Naman, Satyarth Vats, Monarch Batra, Raunaq Bhalla, and Smriti Srivastava Reader: Speech Synthesizer and Speech Recognizer . . . . . . . . . . . . . . . Mohammad Muzammil Khan and Anam Saiyeda Comparing CNN Architectures for Gait Recognition Using Optical Flows . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Sumit Sarin, Anirudh Chugh, Antriksh Mittal, and Smriti Srivastava Digital Identity Management System Using Blockchain Technology . . . Ei Shwe Sin and Thinn Thu Naing

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855

867

877

887 895

Enhancing Redundant Content Elimination Algorithm Using Processing Power of Multi-Core Architecture . . . . . . . . . . . . . . . Rahul Saxena and Monika Jain

907

Matched Filter Design Using Dynamic Histogram for Power Quality Events Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Manish Kumar Saini and Rajender Kumar Beniwal

921

Managing Human (Social) Capital in Medium to Large Companies Using Organizational Network Analysis: Monoplex Network Approach with the Application of Highly Interactive Visual Dashboards . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . Srečko Zajec, Leo Mrsic, and Robert Kopal

937

Gender and Age Estimation from Gait: A Review . . . . . . . . . . . . . . . . Tawqeer Ul Islam, Lalit Kumar Awasthi, and Urvashi Garg

947

Parkinson’s Disease Detection Through Visual Deep Learning . . . . . . . Vasudev Awatramani and Deepak Gupta

963

xxiv

Contents

Architecture and Framework Enabling Internet of Vehicles Towards Intelligent Transportation System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . R. Manaswini, B. Saikrishna, and Nishu Gupta

973

Group Data Sharing and Auditing While Securing Sens