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  • Conference proceedings
  • © 2022

Proceedings of International Conference on Intelligent Cyber-Physical Systems

ICPS 2021

Editors:

(view affiliations)
  • Presents research works in the field of cyber-physical systems

  • Discusses results of ICPS 2021 held in Jaipur, India

  • Serves as a reference for researchers and practitioners in academia and industry

Part of the book series: Algorithms for Intelligent Systems (AIS)

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  • ISBN: 978-981-16-7136-4
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Table of contents (29 papers)

  1. Front Matter

    Pages i-xiv
  2. Micro Phasor Measurement Unit (μPMU) in Smart Distribution Network: A Cyber Physical System

    • Santoshkumar Hampannavar, M. Swapna, B. Deepa, Udaykumar Yaragatti
    Pages 1-10
  3. Battery Management System in Smart City: An Application of Cyber-Physical System

    • B. S. Sagar, Hampannavar Santoshkumar, B. P. Divakar
    Pages 23-37
  4. Security of Cyber-Physical Systems Through the Lenses of the Dark Web

    • Ashwini Dalvi, Samata Salve, Gauri Zape, Faruk Kazi, S. G. Bhirud
    Pages 39-50
  5. LIMBO: Telecom Signal Strength Coverage in Different Regions

    • R. Yuvaraj, N. R. N. Sivasurya, M. S. Vijayprasanth, M. Buvana
    Pages 65-76
  6. Smart Green Roof: A Prototype Toward Sustainable Smart Agriculture

    • Ramsha Siddiqui, Mohammad Muzammil Khan, Aqeel Khalique, Imran Hussain
    Pages 91-100
  7. Identifying Predictors for Substance Consumption Pattern Using Machine Learning Techniques

    • Bijoy Chhetri, Lalit Mohan Goyal, Mamta Mittal
    Pages 101-115
  8. Web-Based Simulator for Operating Systems

    • K. Prajwal, P. Navaneeth, K. Tharun, Trupti Chandak, M. Anand Kumar
    Pages 117-126
  9. An Analysis Study of IoT and DoS Attack Perspective

    • Mahmoud Jazzar, Mousab Hamad
    Pages 127-142
  10. The Effect of Sampling in the Machine Learning-Based Malware Analysis

    • K. Sakshi Thimmaiah, Lakshmi S. Raj, Prasanthi Bolimera, M. Anand Kumar
    Pages 143-156
  11. Operating System Fingerprinting Using Machine Learning

    • Achintya Kumar, Ishan Soni, M. Anand Kumar
    Pages 157-167
  12. Comparing HDD to SSD from a Digital Forensic Perspective

    • Mahmoud Jazzar, Mousab Hamad
    Pages 169-181
  13. An Efficient Novel for Soil Fertility Evaluation

    • Lokesh Surendra Jain, Bindu Garg, Suraj Rasal
    Pages 183-195
  14. Exploration of Demographic Factors that Proliferated COVID-19

    • Md Shadab Warsi, Imran Hussain, Aqeel Khalique, Sherin Zafar
    Pages 197-206
  15. AI Approach for Autonomous Vehicles to Defend from Adversarial Attacks

    • Kritika Dhawale, Prachee Gupta, Tapan Kumar Jain
    Pages 207-221
  16. Quantum Layer-Inspired Deep Learning for Mechanical Parts Classification

    • Vikas Khullar, Raj Gaurang Tiwari, Ambuj Kumar Agarwal
    Pages 223-231
  17. Handwritten Signature Verification Using Transfer Learning and Data Augmentation

    • Yash Gupta, Ankit, Sanchit Kulkarni, Pooja Jain
    Pages 233-245

About this book

This book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students. This book includes selected papers from International Conference on Intelligent Cyber-Physical Systems (ICPS 2021), held at Indian Institute of Information Technology Kota (IIIT Kota), MNIT Jaipur Campus, Jaipur, India, during 16-18 April 2021. The book is a collection of the state-of-the art research work in the cutting-edge technologies related to the artificial intelligence and cyber physical systems. 

Keywords

  • Cyber Physical Systems
  • Artificial Intelligence
  • Robotics
  • Machine Learning
  • Pattern Recognition
  • Image Processing
  • ICPS 2021

Editors and Affiliations

  • Department of Computer Science and Engineering, Indian Institute of Information Technology, Jaipur, India

    Basant Agarwal

  • School of Computing and Mathematics, Charles Sturt University, Wagga Wagga, Australia

    Azizur Rahman

  • Department of Computer Science and Engineering, SOA University, Bhubaneswar, India

    Srikant Patnaik

  • Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India

    Ramesh Chandra Poonia

About the editors

Dr. Basant Agarwal is working as an Assistant Professor at the Indian Institute of Information Technology Kota (IIIT-Kota), India, which is an Institute of National Importance. He holds a Ph.D. and M.Tech. from the Department of Computer Science and Engineering, Malaviya National Institute of Technology Jaipur, India. He has more than 9 years of experience in research and teaching. He has worked as a Postdoc Research Fellow at the Norwegian University of Science and Technology (NTNU), Norway, under the prestigious ERCIM (European Research Consortium for Informatics and Mathematics) fellowship in 2016. He has also worked as a Research Scientist at Temasek Laboratories, National University of Singapore (NUS), Singapore. His research interest is in Artificial Intelligence, Cyber-physical systems, Text mining, Natural Language Processing, Machine learning, Deep learning, Intelligent Systems, Expert Systems and related areas.

 

 

Professor Azizur Rahman, PhD, is an applied statistician and data scientist with expertise in developing and applying novel methodologies, models and technologies. He is the Leader of the "Statistics and Data Mining Research Group" at Charles Sturt University, Australia. He can assist in understanding multi-disciplinary research issues within various fields, including understanding the individual activities that occur within very complex scientific, behavioural, socio-economic, and ecological systems. Prof. Rahman develops "alternative methods in microsimulation modelling technologies", which are handy tools for socio-economic policy analysis and evaluation. He has more than 120 publications, including a few books. His 2020 and 2016 books have contributed significantly to the fields of "data science and policy analysis" and "small area estimation and microsimulation modelling", respectively. The Australian Federal and State Governments fund his research, and he serves on a range of editorial boards, including the International Journal of Microsimulation (IJM) and Sustaining Regions. He received several awards, including the SOCM Research Excellence Award 2018 and the CSU-RED Achievement Award 2019.

 

Dr. Srikanta Patnaik is presently working as Director of International Relations and Publication of SOA University. He is a full professor in the Department of Computer Science and Engineering, SOA University, Bhubaneswar, India. He received his Ph.D. (Engineering) in Computational Intelligence from Jadavpur University, India, in 1999. He has supervised more than 25 Ph.D. Theses and 60 Master theses in the areas of Computational Intelligence, Machine Learning, Soft Computing Applications and Re-Engineering. Dr. Patnaik has published around 100 research papers in international journals and conference proceedings. He is the author of 2 textbooks and 52 edited volumes, and few invited book chapters published by leading international publishers like Springer-Verlag, Kluwer Academic, and other. Dr. Srikanta Patnaik has been serving as the Editors-in-Chief of the International Journal of Information and Communication Technology and International Journal of Computational Vision and Robotics, published from Inderscience Publishing House, England; and International Journal of Computational Intelligence in Control, published by MUK Publication; the Editor of the Journal of Information and Communication Convergence Engineering; and Associate Editor of the Journal of Intelligent and Fuzzy Systems (JIFS), which are all Scopus Index. . He is also Editors-in-chief of Book Series on “Modeling and Optimization in Science and Technology” published from Springer, Germany.

 

 

Dr. Ramesh Chandra Poonia is an Associate Professor at the Department of Computer Science, CHRIST (Deemed to be University), Bangalore, India. He recently completed his Postdoctoral Fellowship from CPS Lab, Department of ICT and Natural Sciences, Norwegian University of Science and Technology, Ålesund, Norway. He received his Ph.D. degree in Computer Science from Banasthali University, Banasthali, India, in July 2013. He has published more than 60 research articles in refereed journals and international conferences and edited six books and five conference proceedings. His areas of interest are Sustainable Technologies, Cyber-Physical Systems and Intelligent Algorithms for Autonomous Systems.

Bibliographic Information

  • Book Title: Proceedings of International Conference on Intelligent Cyber-Physical Systems

  • Book Subtitle: ICPS 2021

  • Editors: Basant Agarwal, Azizur Rahman, Srikant Patnaik, Ramesh Chandra Poonia

  • Series Title: Algorithms for Intelligent Systems

  • DOI: https://doi.org/10.1007/978-981-16-7136-4

  • 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: 978-981-16-7135-7

  • eBook ISBN: 978-981-16-7136-4

  • Series ISSN: 2524-7565

  • Series E-ISSN: 2524-7573

  • Edition Number: 1

  • Number of Pages: XIV, 396

  • Number of Illustrations: 44 b/w illustrations, 167 illustrations in colour

  • Topics: Cyber-Physical Systems, Computational Intelligence, Artificial Intelligence, Internet of Things

Buying options

eBook
USD 129.00
Price excludes VAT (USA)
  • ISBN: 978-981-16-7136-4
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Hardcover Book
USD 169.99
Price excludes VAT (USA)