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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 II

  • Conference proceedings
  • © 2021

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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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  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 1441)

Included in the following conference series:

Conference proceedings info: ICACDS 2021.

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Table of contents (39 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Predicting Seasonal Vaccines and H1N1 Vaccines Using Machine Learning Techniques

    • Sourav P. Adi, Keshav V. Bharadwaj, Vivek Bettadapura Adishesha
    Pages 1-11

  3. Handling Class Imbalance in Electroencephalography Data Using Synthetic Minority Oversampling Technique

    • Vibha Patel, Jaishree Tailor, Amit Ganatra
    Pages 12-21

  4. Dissemination of Firm’s Market Information: Application of Kermack-Mckendrick SIR Model

    • Renji George Amballoor, Shankar B. Naik
    Pages 22-32

  5. Improving Image-Based Dialog by Reducing Modality Biases

    • Jay Gala, Hrishikesh Shenai, Pranjal Chitale, Kaustubh Kekre, Pratik Kanani
    Pages 33-41

  6. Dependency Parser for Hindi Using Integer Linear Programming

    • R. Sai Kesav, B. Premjith, K. P. Soman
    Pages 42-51

  7. Medical Records Management Using Distributed Ledger and Storage

    • Samia Anjum, R. Ramaguru, M. Sethumadhavan
    Pages 52-62

  8. Detection of Depression and Suicidal Ideation on Social Media: An Intrinsic Review

    • Sanat Madkar, Tanay Maheshwari, Mann Merani, Rahil Merchant, Pankti Doshi
    Pages 63-75

  9. Frequency Based Feature Extraction Technique for Text Documents in Tamil Language

    • M. Mercy Evangeline, K. Shyamala, L. Barathi, R. Sandhya
    Pages 76-84

  10. An Approach of Devanagari License Plate Detection and Recognition Using Deep Learning

    • Pankaj Raj Dawadi, Manish Pokharel, Bal Krishna Bal
    Pages 85-96

  11. COMBINE: A Pipeline for SQL Generation from Natural Language

    • Youssef Mellah, Abdelkader Rhouati, El Hassane Ettifouri, Toumi Bouchentouf, Mohammed Ghaouth Belkasmi
    Pages 97-106

  12. Recognition of Isolated Gestures for Indian Sign Language Using Transfer Learning

    • Kinjal Mistree, Devendra Thakor, Brijesh Bhatt
    Pages 107-115

  13. A Study of Five Models Based on Non-clinical Data for the Prediction of Diabetes Onset in Medically Under-Served Populations

    • Rohit Srivastava, Sandeep Kumar, Vivudh Fore, Ravi Tomar
    Pages 116-124

  14. Representation and Visualization of Students’ Progress Data Through Learning Dashboard

    • Anagha Vaidya, Sarika Sharma
    Pages 125-135

  15. Denoising of Computed Tomography Images for Improved Performance of Medical Devices in Biomedical Engineering

    • Harjinder Kaur, Deepti Gupta, Mamta Juneja
    Pages 136-146

  16. Image Dehazing Through Dark Channel Prior and Color Attenuation Prior

    • Jacob John, Prabu Sevugan
    Pages 147-159

  17. Predicting the Death of Road Accidents in Bangladesh Using Machine Learning Algorithms

    • Md. Abu Bakkar Siddik, Md. Shohel Arman, Afia Hasan, Mahmuda Rawnak Jahan, Majharul Islam, Khalid Been Badruzzaman Biplob
    Pages 160-171

  18. Numerical Computation of Finite Quaternion Mellin Transform Using a New Algorithm

    • Khinal Parmar, V. R. Lakshmi Gorty
    Pages 172-182

  19. Predictive Modeling of Tandem Silicon Solar Cell for Calculating Efficiency

    • S. V. Katkar, K. G. Kharade, N. S. Patil, V. R. Sonawane, S. K. Kharade, R. K. Kamat
    Pages 183-194

  20. Text Summarization of an Article Extracted from Wikipedia Using NLTK Library

    • K. G. Kharade, S. V. Katkar, N. S. Patil, V. R. Sonawane, S. K. Kharade, T. S. Pawar et al.
    Pages 195-207
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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. Part II is devoted to data sciences, organizing principles, medical technologies, computational linguistics etc.


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

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

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

    V. R. Sonawane

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