Skip to main content
  • Conference proceedings
  • © 2022

Advanced Computing and Intelligent Technologies

Proceedings of ICACIT 2022

  • Presents high-quality research papers in advanced computing and intelligent technologies

  • Features the outcomes of ICACIT 2022, held in Manipur, India

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

Part of the book series: Lecture Notes in Electrical Engineering (LNEE, volume 914)

Buying options

eBook USD 259.00
Price excludes VAT (USA)
  • ISBN: 978-981-19-2980-9
  • 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 329.99
Price excludes VAT (USA)

This is a preview of subscription content, access via your institution.

Table of contents (41 papers)

  1. Automated Crack Severity Level Detection and Classification for Surface Crack Using Deep Convolutional Neural Networks

    • Harshad B. Nehate, Parth K. Kharkar, Pratiksha S. Bhat, Varad S. Rane, Kavita Tewari
    Pages 251-266
  2. Financial Modeling Using Deep Learning

    • Gunpreet Singh Walia, Nikita Sinha, Nalin Kashyap, Divakar Kumar, Subrata Sahana, Sanjoy Das
    Pages 281-294
  3. Application of Hybrid ANFIS-CSA Model in Suspended Sediment Load Prediction

    • Abinash Sahoo, Nihar R. Mohanta, Sandeep Samantaray, Deba Prakash Satapathy
    Pages 295-305
  4. An Enhanced Technique to Improve the Performance of Multi-image Compression Technique

    • Dibyendu Barman, Abul Hasnat, Bandana Barman
    Pages 307-315
  5. Diabetes Prediction Using Machine Learning Techniques

    • Sourav Simanto, Krishna Mridha, Runa Saha, Milan Limbu, Ankush Ghosh, Rabindra Nath Shaw
    Pages 317-333
  6. Machine Learning in Bioinformatics: New Technique for DNA Sequencing Classification

    • Shakil Sarkar, Krishna Mridha, Ankush Ghosh, Rabindra Nath Shaw
    Pages 335-355
  7. Smart Contract for Academic Certificate Verification Using Ethereum

    • Shivani Pathak, Vimal Gupta, Nitima Malsa, Ankush Ghosh, R. N. Shaw
    Pages 369-384
  8. Comprehension of Climate Change with IoT-Enabled CNN

    • Priyanka Singh, Debaroti Sammanit, Rabindra Nath Shaw, Ankush Ghosh
    Pages 385-394
  9. A Comprehensive System for Detecting Profound Tiredness for Automobile Drivers Using a CNN

    • Jitendra Singh Kushwah, Dhyanendra Jain, Prashant Singh, Amit Kumar Pandey, Sanjoy Das, Prashant Vats
    Pages 407-415
  10. The Soiling Impact Effects on the Performance of the Solar Panels in Rabigh, Saudi Arabia

    • Abdullah Mohammed Zaki Khayyat, Abdulrahman Hamad Alharthi, Faisal Lafi Almohammadi, Ziyad Saad Almarwani, Nithiyananthan Kannan, Youssef Mobarak
    Pages 429-440
  11. Machine Learning Models for the Electrical Power Generation by Savonius Vertical Axis Wind Turbine

    • Youssef Kassem, Hüseyin Çamur, Ahmed Hamid Mohamed Abdalla Zakwan, Nkanga Nkanga Amanam
    Pages 441-450
  12. Human Activity Recognition for Disease Detection Using Machine Learning Techniques—A Comparative Study

    • Arpan Adhikary, Koushik Majumder, Santanu Chatterjee, Rabindra Nath Shaw, Ankush Ghosh
    Pages 463-476
  13. Use of Various Optimization Algorithms in the Energy Minimization Problem Domain of WSN: A Survey

    • Sudip Kumar De, Avishek Banerjee, Koushik Majumder, Rabindra Nath Shaw, Ankush Ghosh
    Pages 477-488
  14. Prediction of Glaucoma Using Machine Learning-Based Approaches—A Comparative Study

    • Tiyasha Dhara, Arpan Adhikary, Koushik Majumder, Santanu Chatterjee, Rabindra Nath Shaw, Ankush Ghosh
    Pages 489-511
  15. Implementation of IoT-Based Health Care and Saline Monitoring System Using Arduino UNO

    • Rinkesh Pantawane, Amlan Jyoti, Sangeeta Sheoran, Yogeshwar Uikey, Shivali Sonarkar, Rajesh Thakare
    Pages 513-526

About this book

This book gathers selected high-quality research papers presented at International Conference on Advanced Computing and Intelligent Technologies (ICACIT 2022), held at BIHER Chennai India, during March 12–13, 2022, jointly organized by Institute of Higher Education and Research Chennai 600073, Indira Gandhi National Tribal University, Regional Campus Manipur, India, and Department of Information Engineering and Mathematics Università Di Siena, Italy. It discusses emerging topics pertaining to advanced computing, intelligent technologies and networks including AI and machine learning, data mining, big data analytics, high performance computing network performance analysis, Internet of things networks, wireless sensor networks, and others. The book offers a valuable asset for researchers from both academia and industries involved in advanced studies.


  • Computational Intelligence
  • Intelligent Technologies
  • Big Data Analytics
  • Image and Pattern Recognition
  • Wireless Sensor Networks
  • Cyber-Physical Systems
  • ICACIT 2022 Proceedings

Editors and Affiliations

  • Bharath Institute of Higher Education and Research, Chennai, India

    Rabindra Nath Shaw

  • Regional Campus Manipur, Indira Gandhi National Tribal University, Imphal, India

    Sanjoy Das

  • Department of Computer Science, University of Milan, Milan, Italy

    Vincenzo Piuri

  • Department of Information Engineering and Mathematics, University of Siena, Siena, Italy

    Monica Bianchini

About the editors

Dr. Rabindra Nath Shaw is currently working as Director, International Relations, Bharath Institute of Higher Education & Research (Deemed to be University), Chennai, India. Before joining BIHER he has served also Galgotias University as Director, IR&C, He is an alumnus of the Applied Physics department, University of Calcutta, India. He is a Senior Member of IEEE Industry Application Society, USA and Fellow of Nikhil Bharat Shiksha Parishad, India. Dr. Shaw is a global leader in organizing International conferences. His brand of world leading conference series includes IEEE International Conference on Computing, Power and Communication Technologies (GUCON), IEEE International Conference on Computing, Communication and Automation (ICCCA), IEEE IAS Global Conference on Emerging Technologies (GlobConET), International Conference on Electronics & Electrical Engineering (ICEEE) , International Conference on Advances in Computing and Information Technology (ICACIT) etc. He holds the position of Conference Chair, Publication Chair, and Editor for these conferences. These Conferences are held in collaboration with various international universities like Aurel Vlaicu University of Arad, University of Malaya, University of Siena. Many world leaders are working with Dr. Shaw in these conferences. Most of these conferences are fully sponsored by IEEE Industry Applications Society, USA. He is also an expert in organizing International Seminars/Webinars/ Faculty Development Programme in collaboration with leading institutes across the world.His research interests include optimization algorithms and machine learning techniques for power systems, IoT applications, Renewable Energy, and Power electronics converters. He has published more than hundred twenty five papers in scopus/web of Science/ SCI indexed international journal/proceedings including high impact factor journals in the field of renewable energy. He has also published several edited books from Springer and Elsevier publishing houses. Dr. Shaw has worked on many national/ international patents. Dr. Shaw has successfully executed his duty in various positions like, Governing body member, Centre in Charge, NBA Coordinator, University Examination Coordinator, University MOOC’s Coordinator, University Conference Coordinator, and Faculty- In Charge, Centre of Excellence for Power Engineering and Clean Energy Integration. He has more than eleven years of teaching, research and administrative experience in leading institutes like Motilal Nehru National Institute of Technology Allahabad, Jadavpur University, Gargi Memorial Institute of Technology, Brainware Group of Institution, Dream Institute of Technology.

Dr. Sanjoy Das is currently working as Associate Professor, Department of Computer Science, Indira Gandhi National Tribal University (A Central Government University), Amarkantak, M.P. (Manipur Campus), India. He received his Ph.D. in Computer Science from Jawaharlal Nehru University, New Delhi, India. Before joining IGNTU, he has worked as Associate Professor, School of Computing Science and Engineering, Galgotias University, India, July 2012 to September 2017, and also, as Assistant Professor G. B. Pant Engineering College, Uttarakhand, and Assam University, Silchar, from 2001 to 2008. His current research interest includes Mobile Ad hoc Networks and Vehicular Ad hoc Networks, Distributed Systems, Data Mining. He has published numerous papers in international journals and conferences including IEEE and Springer

Dr. Vincenzo Piuri is Professor at the University of Milan, Italy (since 2000). He was Associate Professor at Politecnico di Milano, Italy, Visiting Professor at the University of Texas at Austin, USA, and Visiting Researcher at George Mason University, USA. He has founded a start-up company in the area of intelligent systems for industrial applications and is active in industrial research projects. He received his M.S. and Ph.D. in Computer Engineering from Politecnico di Milano, Italy. His main research and industrial application interests are artificial intelligence, intelligent systems, computational intelligence, pattern analysis and recognition, machine learning, signal and image processing, biometrics, intelligent measurement systems, industrial applications, distributed processing systems, Internet of things, cloud computing, fault tolerance, application-specific digital processing architectures, and arithmetic architectures. He published over 400 papers in international journals, international conference proceedings, and books. He is Fellow of the IEEE and Distinguished Scientist of ACM. He has been IEEE Vice President for Technical Activities (2015), Member of the IEEE Board of Directors (2010–2012, 2015), and President of the IEEE Computational Intelligence Society (2006–2007). He is Editor-in-Chief of the IEEE Systems Journal (2013–2019).

Dr. Monica Bianchini received the Laurea cum laude in Mathematics and the Ph.D. degree in Computer Science from the University of Florence, Italy, in 1989 and 1995, respectively. After receiving the Laurea, for two years, she was involved in a joint project of Bull HN Italia and the Department of Mathematics (University of Florence), aimed at designing parallel software for solving differential equations. From 1992 to 1998, she was a Ph.D. student and a Postdoc Fellow with the Computer Science Department of the University of Florence. Since 1999, she has been with the University of Siena, where she is currently Associate Professor at the Information Engineering and Mathematics Department. Her main research interests are in the field of artificial intelligence and applications, machine learning, with emphasis on neural networks for structured data and deep learning, approximation theory, information retrieval, bioinformatics, and image processing. She has authored more than seventy papers and has been Editor of books and special issues on international journals in her research field. She has been a participant in many research projects focused on machine learning and pattern recognition, founded by both Italian Ministry of Education (MIUR) and University of Siena (PAR scheme), and she has been involved in the organization of several scientific events, including the NATO Advanced Workshop on Limitations and Future Trends in Neural Computation (2001), the 8th AI*IA Conference (2002), GIRPR 2012, the 25th International Symposium on Logic-Based Program Synthesis and Transformation, and the ACM International Conference on Computing Frontiers 2017. She served as Associate Editor for IEEE Transactions on Neural Networks (2003-09), Neurocomputing (from 2002), and Int. J. of Computers in Healthcare (from 2010). She is Permanent Member of the Editorial Board of IJCNN, ICANN, ICPR, ICPRAM, ESANN, ANNPR, and KES.

Bibliographic Information

  • Book Title: Advanced Computing and Intelligent Technologies

  • Book Subtitle: Proceedings of ICACIT 2022

  • Editors: Rabindra Nath Shaw, Sanjoy Das, Vincenzo Piuri, Monica Bianchini

  • Series Title: Lecture Notes in Electrical Engineering

  • DOI:

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

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

  • Hardcover ISBN: 978-981-19-2979-3Published: 31 August 2022

  • Softcover ISBN: 978-981-19-2982-3Due: 14 September 2023

  • eBook ISBN: 978-981-19-2980-9Published: 30 August 2022

  • Series ISSN: 1876-1100

  • Series E-ISSN: 1876-1119

  • Edition Number: 1

  • Number of Pages: XXI, 559

  • Number of Illustrations: 33 b/w illustrations, 257 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence, Communications Engineering, Networks, Data Analysis and Big Data

Buying options

eBook USD 259.00
Price excludes VAT (USA)
  • ISBN: 978-981-19-2980-9
  • 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 329.99
Price excludes VAT (USA)