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Advances in Computing and Data Sciences

5th International Conference, ICACDS 2021, Nashik, India, April 23–24, 2021, Revised Selected Papers, Part I

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Mayank Singh

    1. University of KwaZulu-Natal, Durban, South Africa

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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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  6. V. R. Sonawane

    1. MVPS's Karmaveer Adv. Baburao Ganpatrao Thakare College of Engineering, Nashik, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1440)

Included in the following conference series:

Conference proceedings info: ICACDS 2021.

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Table of contents (65 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. An Energy-Efficient Hybrid Hierarchical Clustering Algorithm for Wireless Sensor Devices in IoT

    • Nitesh Chouhan, S. C. Jain
    Pages 1-14

  3. Fund Utilization Under Parliament Local Development Scheme: Machine Learning Base Approach

    • Arun Sharma, Deepa Paliwal
    Pages 15-25

  4. Implementing Automatic Ontology Generation for the New Zealand Open Government Data: An Evaluative Approach

    • Paramjeet Kaur, Parma Nand
    Pages 26-36

  5. Blockchain Based Framework to Maintain Chain of Custody (CoC) in a Forensic Investigation

    • Sarishma, Abhishek Gupta, Preeti Mishra
    Pages 37-46

  6. Parameters Extraction of the Double Diode Model for the Polycrystalline Silicon Solar Cells

    • T. Suganya, V. Rajendran, P. Mangaiyarkarasi
    Pages 47-55

  7. A Light SRGAN for Up-Scaling of Low Resolution and High Latency Images

    • Archan Ghosh, Kalporoop Goswami, Riju Chatterjee, Paramita Sarkar
    Pages 56-67

  8. Energy Efficient Clustering Routing Protocol and ACO Algorithm in WSN

    • Shalini Subramani, M. Selvi, S. V. N. Santhosh Kumar, A. Kannan
    Pages 68-80

  9. Efficient Social Distancing Detection Using Object Detection and Triangle Similarity

    • Vidya Zope, Nikhil Joshi, Srivatsan Iyengar, Krish Mahadevan, Meher Singh
    Pages 81-89

  10. Explaining a Black-Box Sentiment Analysis Model with Local Interpretable Model Diagnostics Explanation (LIME)

    • Kounteyo Roy Chowdhury, Arpan Sil, Sharvari Rahul Shukla
    Pages 90-101

  11. Spelling Checking and Error Corrector System for Marathi Language Text Using Minimum Edit Distance Algorithm

    • Kavita. T. Patil, R. P. Bhavsar, B. V. Pawar
    Pages 102-111

  12. A Study on Morphological Analyser for Indian Languages: A Literature Perspective

    • Jayashree Nair, L. S. Aiswarya, P. R. Sruthy
    Pages 112-123

  13. Cyber Safety Against Social Media Abusing

    • Yuvraj Anil Jadhav, Sakshi Jitendra Jain, Bhushan Sanjay More, Mayur Sunil Jadhav, Bhushan Chaudhari
    Pages 124-136

  14. Predictive Rood Pattern Search for Efficient Video Compression

    • Hussain Ahmed Choudhury
    Pages 137-150

  15. An Effective Approach for Classifying Acute Lymphoblastic Leukemia Using Hybrid Hierarchical Classifiers

    • Sharath Sunil, P. Sonu, S. Sarath, R. Rahul Nath, Vivek Viswan
    Pages 151-161

  16. Abnormal Blood Vessels Segmentation for Proliferative Diabetic Retinopathy Screening Using Convolutional Neural Network

    • Vasavi Agarwal, Ridhi Sipani, P. Saranya
    Pages 162-170

  17. Predictive Programmatic Classification Model to Improve Ad-Campaign Click Through Rate

    • Nisheel Saseendran, C. Sneha
    Pages 171-180

  18. Live Stream Processing Techniques to Assist Unmanned, Regulated Railway Crossings

    • Jacob John, Mariam Varkey, M. Selvi
    Pages 181-192

  19. Most Significant Bit-Plane Based Local Ternary Pattern for Biomedical Image Retrieval

    • Nilima Mohite, Manisha Patil, Anil Gonde, Laxman Waghmare
    Pages 193-203

  20. Facial Monitoring Using Gradient Based Approach

    • Arush Jain, Mani Sachdeva, Paramita De
    Pages 204-213
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Other volumes

  1. Advances in Computing and Data Sciences

  2. Advances in Computing and Data Sciences

Keywords

About this book

This two-volume book constitutes the post-conference proceedings of the 5th International Conference on Advances in Computing and Data Sciences, ICACDS 2021, held in Nashik, India, in April 2021.*

The 103 full papers were carefully reviewed and selected from 781 submissions. The papers in Part I and II are centered around topics like distributed systems organizing principles, development frameworks and environments, software verification and validation, computational complexity and cryptography, machine learning theory, database theory, probabilistic representations database management system engines, data mining, information retrieval query processing, database and storage security, ubiquitous and mobile computing, parallel computing methodologies, and others. 


*The conference was held virtually due to the COVID-19 pandemic.

Editors and Affiliations

  • University of KwaZulu-Natal, Durban, South Africa

    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

  • MVPS's Karmaveer Adv. Baburao Ganpatrao Thakare College of Engineering, Nashik, India

    V. R. Sonawane

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