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Advances in Computing and Data Sciences

7th International Conference, ICACDS 2023, Kolkata, India, April 27–28, 2023, Revised Selected Papers

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Mayank Singh

    1. Consilio Research Lab, Tallinn, Estonia

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  2. Vipin Tyagi

    1. Jaypee University of Engineering and Technology, Guna, India

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  3. P.K. Gupta

    1. Jaypee University of Information Technology, Waknaghat, India

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  4. Jan Flusser

    1. Institute of Information Theory and Automation, Prague, Czech Republic

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  5. Tuncer Ören

    1. University of Ottawa, Ottawa, Canada

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1848)

Included in the following conference series:

Conference proceedings info: ICACDS 2023.

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About this book

This book constitutes the refereed proceedings of the 7th International Conference on Advances in Computing and Data Sciences, ICACDS 2023, held in Kolkata, India, during April 27–28, 2023. 

The 47 full papers included in this book were carefully reviewed and selected from 22 submissions. The papers focus on advances of next generation computing technologies in the areas of advanced computing and data sciences.

Keywords

Table of contents (47 papers)

  1. Front Matter

    Pages i-xvii
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  2. Text Based Traffic Signboard Detection Using YOLO v7 Architecture

    • Ananya Negi, Yash Kesarwani, P. Saranya
    Pages 1-11

  3. Energy Preserving ABE-Based Data Security Scheme for Fog Computing

    • Sandeep Kumar, Ritu Garg
    Pages 12-22

  4. An Approach for Effective Object Detection

    • Rohit Bisht, Nileshkumar Patel
    Pages 23-34

  5. An Algorithm for Solving Two Variable Linear Diophantine Equations

    • Mayank Deora
    Pages 35-48

  6. Deep Watcher: A Surveillance System Using Deep Learning for the COVID-19 Pandemic

    • Rohil Kulshreshtha, J. Jayapradha
    Pages 49-59

  7. Multiple Linear Regression Based Analysis of Weather Data for Precipitation and Visibility Prediction

    • Gurwinder Singh, Harun
    Pages 60-71

  8. Optimal and Event Driven Adaptive Fault Diagnosis for Arbitrary Network

    • Pradnya Chaudhari, Anjusha Joshi, Supriya Kelkar, Anupama Joshi, Soniya Durgude
    Pages 72-84

  9. Analysis of Routing in IOT

    • Garima Shrivastava, Mahesh Kumar
    Pages 85-95

  10. Autism Children Behavioural Identification from Facial Regions Through Thermal Image Interpretations

    • Kandukuri Muniraja Manjunath, Vijayaraghavan Veeramani
    Pages 96-108

  11. Synthesis of Elementary Cellular Automata for Targeted Cache Applications

    • Sutapa Sarkar, Mousumi Saha
    Pages 109-121

  12. Optimal Perfect Phylogeny Using ILP and Continuous Approximations

    • B. E. Pranav Kumaar, A. Aadharsh Aadhithya, S. Sachin Kumar, Harishchander Anandaram, K. P. Soman
    Pages 122-135

  13. A Novel Method for Near-Duplicate Image Detection Using Global Features

    • Kunj Bihari Meena, Vipin Tyagi
    Pages 136-149

  14. VSMAS2HN: Verifiably Secure Mutual Authentication Scheme for Smart Healthcare Network

    • Shivangi Batra, Bhawna Narwal, Amar Kumar Mohapatra
    Pages 150-160

  15. Optimal KAZE and AKAZE Features for Facial Similarity Matching

    • A. Vinay, Kishan Athirala Vasu, Pranav Yogi Lodha, S. Natarajan, T. S. B. Sudarshan
    Pages 161-177

  16. Modified InceptionV3 Using Soft Attention for the Grading of Diabetic Retinopathy

    • Shroddha Goswami, K Ashwini, Ratnakar Dash
    Pages 178-188

  17. Comprehensive Study of Cyber Security in AI Based Smart Grid

    • Priyansh Sanghavi, Riya Solanki, Viral Parmar, Kaushal Shah
    Pages 189-202

  18. Sentiment Classification of Diabetes-Related Tweets Using Transformer-Based Deep Learning Approach

    • V. S. Anoop
    Pages 203-214

  19. Assessment and Prediction of a Cyclonic Event: A Deep Learning Model

    • Susmita Biswas, Mourani Sinha
    Pages 215-227

  20. Technology Enabled Self-directed Learning: A Review and Framework

    • Sarika Sharma, Vipin Tyagi, Anagha Vaidya
    Pages 228-240
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Other volumes

  1. Advances in Computing and Data Sciences

Editors and Affiliations

  • Consilio Research Lab, Tallinn, Estonia

    Mayank Singh

  • Jaypee University of Engineering and Technology, Guna, India

    Vipin Tyagi

  • Jaypee University of Information Technology, Waknaghat, India

    P.K. Gupta

  • Institute of Information Theory and Automation, Prague, Czech Republic

    Jan Flusser

  • University of Ottawa, Ottawa, Canada

    Tuncer Ören

Bibliographic Information

  • Book Title: Advances in Computing and Data Sciences

  • Book Subtitle: 7th International Conference, ICACDS 2023, Kolkata, India, April 27–28, 2023, Revised Selected Papers

  • Editors: Mayank Singh, Vipin Tyagi, P.K. Gupta, Jan Flusser, Tuncer Ören

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-031-37940-6

  • Publisher: Springer Cham

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

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-37939-0Published: 23 July 2023

  • eBook ISBN: 978-3-031-37940-6Published: 22 July 2023

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XVII, 595

  • Number of Illustrations: 89 b/w illustrations, 240 illustrations in colour

  • Topics: Data Structures and Information Theory, Computer Applications, Machine Learning, Computing Milieux

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