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Machine Intelligence and Data Science Applications

Proceedings of MIDAS 2021

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Vaclav Skala

    1. Department of Computer Science and Engineering, Faculty of Applied Sciences, University of West Bohemia, Plzeň, Czech Republic

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  2. T. P. Singh

    1. Department of Informatics, University of Petroleum and Energy Studies, Dehradun, India

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  3. Tanupriya Choudhury

    1. Department of Informatics, University of Petroleum and Energy Studies, Dehradun, India

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  4. Ravi Tomar

    1. Department of Informatics, University of Petroleum and Energy Studies, Dehradun, India

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  5. Md. Abul Bashar

    1. Department of Computer Science and Engineering, Comilla University, Kotbari, Bangladesh

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  • Presents research works in the field of machine intelligence and data science applications
  • Results of MIDAS 2021 held in Cumilla, Bangladesh during December 2021
  • Serves as a reference for researchers and practitioners in academia and industry

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 132)

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Table of contents (70 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Rise of Blockchain-Based Non-fungible Tokens (NFTs): Overview, Trends, and Future Prospects

    • Harsh Vardhan Singh Rawat, Diksha Bisht, Sandeep Kumar, Sarishma Dangi
    Pages 1-10

  3. An Efficient Data Preparation Strategy for Sentiment Analysis with Associative Database

    • Dipto Biswas, Md. Samsuddoha, Partha Chakraborty
    Pages 11-23

  4. A Comparison of Traditional and Ensemble Machine Learning Approaches for Parkinson’s Disease Classification

    • Kevin Sabu, Maddula Ramnath, Ankur Choudhary, Gaurav Raj, Arun Prakash Agrawal
    Pages 25-33

  5. Reducing Error Rate for Eye-Tracking System by Applying SVM

    • Nafiz Ishtiaque Ahmed, Fatema Nasrin
    Pages 35-47

  6. Eye-Gaze-Controlled Wheelchair System with Virtual Keyboard for Disabled Person Using Raspberry Pi

    • Partha Chakraborty, Md. Mofizul Alam Mozumder, Md. Saif Hasan
    Pages 49-61

  7. SATLabel: A Framework for Sentiment and Aspect Terms Based Automatic Topic Labelling

    • Khandaker Tayef Shahriar, Mohammad Ali Moni, Mohammed Moshiul Hoque, Muhammad Nazrul Islam, Iqbal H. Sarker
    Pages 63-75

  8. Deriving Soft Biometric Feature from Facial Images

    • Mazida A. Ahmed, Ridip D. Choudhury, Vaskar Deka, Manash P. Bhuyan, Parvez A. Boruah
    Pages 77-93

  9. Retinal Disease Classification from Retinal-OCT Images Using Deep Learning Methods

    • Archana Naik, B. S. Pavana, Kavitha Sooda
    Pages 95-104

  10. Stock Recommendation BOT for Swing Trading and Long-Term Investments in Indian Stock Markets

    • Samarth Patgaonkar, Sneha Dharamsi, Ayush Jain, Nimesh Marfatia
    Pages 105-116

  11. Issues in Machine Translation—A Case Study of the Kashmiri Language

    • Nawaz Ali Lone, Kaiser J. Giri, Rumaan Bashir
    Pages 117-123

  12. Bangladeshi Land Cover Change Detection with Satelite Image Using GIS Techniques

    • Kazi Atai Kibria, Al Akram Chowdhury, Abu Saleh Musa Miah, Md. Ragib Shahriar, Shahanaz Pervin, Jungpil Shin et al.
    Pages 125-143

  13. Genetic Algorithm-Based Optimal Deep Neural Network for Detecting Network Intrusions

    • Sourav Adhikary, Md. Musfique Anwar, Mohammad Jabed Morshed Chowdhury, Iqbal H. Sarker
    Pages 145-156

  14. Deep Convolutional Neural Network-Based Bangla Sign Language Detection on a Novel Dataset

    • Md. Jahid Hasan, S. K. Nahid Hasan, Kazi Saeed Alam
    Pages 157-168

  15. Avyanna: A Website for Women’s Safety

    • Riya Sil, Avijoy Das Bhowmick, Bharat Bhushan, Ayan Sikdar
    Pages 169-176

  16. Web Page Classification Based on Novel Black Widow Meta-Heuristic Optimization with Deep Learning Technique

    • V. Gokula Krishnan, J. Deepa, Pinagadi Venkateswara Rao, V. Divya
    Pages 177-193

  17. A Systematic Study on Network Attacks and Intrusion Detection System

    • Milan Samantaray, Suneeta Satapathy, Arundhati Lenka
    Pages 195-210

  18. Achieving Data Privacy Using Extended NMF

    • Neetika Bhandari, Payal Pahwa
    Pages 211-225

  19. Challenges of Robotics: A Quest for an Integrated Action

    • Md. Toriqul Islam, Ridoan Karim, Sonali Vyas
    Pages 227-238

  20. Developing an Integrated Hybrid App to Reduce Overproduction and Waiting Time Using Kanban Board

    • Akansha Yadav, Girija Jha
    Pages 239-264
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Keywords

About this book

This book is a compilation of peer reviewed papers presented at International Conference on Machine Intelligence and Data Science Applications (MIDAS 2021), held in Comilla University, Cumilla, Bangladesh during 26 – 27 December 2021. The book covers applications in various fields like image processing, natural language processing, computer vision, sentiment analysis, speech and gesture analysis, etc. It also includes interdisciplinary applications like legal, healthcare, smart society, cyber physical system and smart agriculture, etc. The book is a good reference for computer science engineers, lecturers/researchers in machine intelligence discipline and engineering graduates.

Editors and Affiliations

  • Department of Computer Science and Engineering, Faculty of Applied Sciences, University of West Bohemia, Plzeň, Czech Republic

    Vaclav Skala

  • Department of Informatics, University of Petroleum and Energy Studies, Dehradun, India

    T. P. Singh, Tanupriya Choudhury, Ravi Tomar

  • Department of Computer Science and Engineering, Comilla University, Kotbari, Bangladesh

    Md. Abul Bashar

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