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Edge Analytics

Select Proceedings of 26th International Conference—ADCOM 2020

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Ripon Patgiri

    1. Department of Computer Science and Engineering, National Institute of Technology Silchar, Silchar, India

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  2. Sivaji Bandyopadhyay

    1. National Institute of Technology Silchar, Silchar, India

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  3. Malaya Dutta Borah

    1. Department of Computer Science and Engineering, National Institute of Technology Silchar, Silchar, India

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  4. Valentina Emilia Balas

    1. Aurel Vlaicu University of Arad, Arad, Romania

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  • Comprises of peer-reviewed papers presented during 26th ADCOM 2020
  • Fosters future perspectives of edge analytics in a comprehensive manner
  • Serves as a valuable reference resource for academics and researchers across the globe

Part of the book series: Lecture Notes in Electrical Engineering (LNEE, volume 869)

Included in the following conference series:

Conference proceedings info: ADCOM 2020.

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Table of contents (53 papers)

  1. Front Matter

    Pages i-xii
    Download chapter PDF

  2. An IoT-Based Intelligent Irrigation Management System

    • Mansi Sahi, Nitin Auluck
    Pages 1-16

  3. Discerning Android Malwares Using Extreme Learning Machine

    • Anand Tirkey, Ramesh Kumar Mohapatra, Lov Kumar
    Pages 17-32

  4. Crime Analysis Using Artificial Intelligence

    • Muskan Raisinghani, Rahul Sawra, Omkar Dhavalikar, Pawan Chhabria, Nupur Giri
    Pages 33-42

  5. A Novel Architecture for Binary Code to Gray Code Converter Using Quantum Cellular Automata

    • Mummadi Swathi, Bhawana Rudra
    Pages 43-61

  6. Algorithmic Analysis on Spider Monkey Local Leader-based Sea Lion Optimization for Inventory Management Integrated with Block Chain in Cloud

    • C. Govindasamy, A. Antonidoss
    Pages 63-79

  7. Energy-Efficient Wireless Communications Using EEA and EEAS with Energy Harvesting Schemes

    • Anupam Das, Mohammad Ali Akour, Abdullah Bahatab, Qin Zin
    Pages 81-99

  8. Optimizing View Synthesis Approach for TerraSAR-X Image Registration Using Decision Maker Framework

    • B. Sirisha, B. Sandhya, J. Prasanna Kumar, T. Chandrakanth
    Pages 101-114

  9. Partitioning Attacks Against RPL in the Internet of Things Environment

    • Rashmi Sahay, G. Geethakumari, Barsha Mitra
    Pages 115-127

  10. Medical Sign Shaped Compact Wideband 2 × 2 MIMO Antenna for 5G Application

    • Prachi, Vishal Gupta
    Pages 129-137

  11. Uniform Channel Decomposition-Based Hybrid Precoding Using Deep Learning

    • B. Rajarajeswarie, Aravind Raj, R. Sandanalakshmi
    Pages 139-147

  12. An Effective Scheme to Mitigate Blackhole Attack in Mobile Ad Hoc Networks

    • Mukul Shukla, Brijendra Kumar Joshi
    Pages 149-164

  13. HeuristiX: Adaptive Event Processing Using Lightweight Machine Learning Approaches on Edge Devices

    • Sanket Mishra, Shubham Arawkar, Sashikant Singh, Ankit Shibu, Chittaranjan Hota
    Pages 165-177

  14. A Hybrid Clustering Approach for Faster Propagation of Emergency Messages in VANET

    • Puja Padiya, Amarsinh Vidhate, Ramesh Vasappanavara
    Pages 179-190

  15. Machine Learning and IoT-Based Messaging Device for Blind, Deaf, and Dumb People

    • Vishnu Vardhan Nimmalapudi, Mohammad Farukh Hashmi, Avinash G. Keskar
    Pages 191-201

  16. 6G Communication: A Vision on the Potential Applications

    • Sabuzima Nayak, Ripon Patgiri
    Pages 203-218

  17. Analysis and Comparison Between Reversible DS GATE and Irreversible NXOR Logic Circuit

    • Tanuja Pande, N. K. Shukla
    Pages 219-230

  18. Deep Neural Models for Early Diagnosis of Knee Osteoarthritis and Severity Grade Prediction

    • Tilak N. Shenoy, Mathew Medayil, Kamath S. Sowmya
    Pages 231-241

  19. The GNS1 Algorithm for Graph Isomorphism

    • Radu-Iulian Gheorghica
    Pages 243-255

  20. Deep Learning-Based Pothole Detection for Intelligent Transportation Systems

    • Ilaiah Kavati
    Pages 257-267
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Keywords

About this book

This book constitutes refereed proceedings of the 26th annual International Conference on Advanced Computing and Communications (ADCOM 2020). ADCOM, the flagship Systems Conference of the ACCS, is a major annual international meeting that draws leading scientists and researchers in computational and communications engineering from across industry and academia. The proceedings highlight the growing importance of large-scale systems engineering and discuss leading-edge research and trends. The main theme of ADCOM 2020 is Edge Analytics. The book includes novel contributions and latest developments from researchers across industry and academia who are working in security, privacy, and data analytics from both technological and social perspectives. The book serves as a valuable reference resource for academics and researchers across the globe.


Editors and Affiliations

  • Department of Computer Science and Engineering, National Institute of Technology Silchar, Silchar, India

    Ripon Patgiri, Malaya Dutta Borah

  • National Institute of Technology Silchar, Silchar, India

    Sivaji Bandyopadhyay

  • Aurel Vlaicu University of Arad, Arad, Romania

    Valentina Emilia Balas

About the editors

Ripon Patgiri is an Assistant Professor at the Department of Computer Science and Engineering, National Institute of Technology, Silchar. He received his Bachelor’s Degree from the Institution of Electronics and Telecommunication Engineers, New Delhi, in 2009, M.Tech. degree from the Indian Institute of Technology Guwahati in 2012 and a Ph.D. degree from the National Institute of Technology (NIT), Silchar, in 2019. Dr. Patgiri has numerous papers published in reputed journals, conferences, and books. His research interests include bloom filters, networking, security, privacy, secrecy, and communication. He is a member of several professional bodies such as IEEE, ACCS (India), ACM, EAI, and IETE. He is Area Editor of the EAI Endorsed Transactions on the Internet of Things. Dr. Patgiri serves as Editor of several conference proceedings.


Sivaji Bandyopadhyay is the Director of NIT Silchar since December 2017. He is a Professor of the Department of Computer Scienceand Engineering, Jadavpur University, India, where he has been serving since 1989. He is also a Professor in the Department of Computer Science and Engineering at NIT Silchar. Dr. Bandhyopadhyay has over 300 journal publications and 2 books to his credit. His research interests are natural language processing, machine translation, sentiment analysis, and medical imaging. He has organized several conferences and has been Program Committee Member and Area Chair in several reputed conferences. He has completed international funded projects with France, Japan, and Mexico. At the national level, he has been the Principal Investigator of several consortium mode projects in machine translation, cross-lingual information access, and treebank development. He is presently the Principal Investigator of an Indo-German SPARC project with the University of Saarlandes, Germany, on Multimodal Machine Translation and the Co-PI of several other international projects.


Malaya Dutta Borah is an Assistant Professor at the Department of Computer Science and Engineering, NIT Silchar. She received her Ph.D. degree from Delhi Technological University. She has published several papers in reputed journals, conferences, and books. She has rich experience in conducting conferences and workshops.


Valentina Emilia Balas is currently a Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, “Aurel Vlaicu” University of Arad, Romania. She holds a Ph.D. Cum Laude, in Applied Electronics and Telecommunications from the Polytechnic University of Timisoara. Dr. Balas authored over 350 research papers in refereed journals and International Conferences. Her research interests are in intelligent systems, fuzzy control, soft computing, smart sensors, information fusion, modeling, and simulation. She is the Editor-in-Chief to International Journal of Advanced Intelligence Paradigms (IJAIP) and to InternationalJournal of Computational Systems Engineering (IJCSysE), Member of Editorial Board Member of several national and international journals, and is evaluator expert for national, international projects, and Ph.D. thesis.

Bibliographic Information

  • Book Title: Edge Analytics

  • Book Subtitle: Select Proceedings of 26th International Conference—ADCOM 2020

  • Editors: Ripon Patgiri, Sivaji Bandyopadhyay, Malaya Dutta Borah, Valentina Emilia Balas

  • Series Title: Lecture Notes in Electrical Engineering

  • DOI: https://doi.org/10.1007/978-981-19-0019-8

  • Publisher: Springer Singapore

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022

  • Hardcover ISBN: 978-981-19-0018-1Published: 04 April 2022

  • Softcover ISBN: 978-981-19-0021-1Published: 05 April 2023

  • eBook ISBN: 978-981-19-0019-8Published: 03 April 2022

  • Series ISSN: 1876-1100

  • Series E-ISSN: 1876-1119

  • Edition Number: 1

  • Number of Pages: XII, 734

  • Number of Illustrations: 89 b/w illustrations, 254 illustrations in colour

  • Topics: Communications Engineering, Networks, Artificial Intelligence

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