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Advances in Computing and Data Sciences

6th International Conference, ICACDS 2022, Kurnool, India, April 22–23, 2022, Revised Selected Papers, Part I

  • Conference proceedings
  • © 2022

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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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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1613)

Included in the following conference series:

Conference proceedings info: ICACDS 2022.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Hardware Description Language Enhancements for High Level Synthesis of Hardware Accelerators

    • Gurusankar Kasivinayagam, Romaanchan Skanda, Aditya G. Burli, Shruti Jadon, Reetinder Sidhu
    Pages 1-12

  3. CrDrcnn: Design and Development of Crow Optimization-Based Deep Recurrent Neural Network for Software Defect Prediction

    • S. Sai Satyanarayana Reddy, Ashwani Kumar, N Mounica, Donakanti Geetha
    Pages 13-25

  4. Text Sentiment Analysis Using the Bald Eagle-Based Bidirectional Long Short-Term Memory

    • Garadasu Anil Kumar, S. Sai Satyanarayana Reddy, Punna Sripallavi, Bollam Parashuramulu, B. Suresh Banu
    Pages 26-36

  5. Comparison of Multiple Machine Learning Approaches and Sentiment Analysis in Detection of Spam

    • A. N. M. Sajedul Alam, Shifat Zaman, Arnob Kumar Dey, Junaid Bin Kibria, Zawad Alam, Mohammed Julfikar Ali Mahbub et al.
    Pages 37-50

  6. A Voice Assisted Chatbot Framework for Real-Time Implementation in Medical Care

    • Shashi Kant Dargar, Madhavan Vijayadharshini, Gorla Manisha, Kunchaparthi Deepthi
    Pages 51-63

  7. Robust Vehicle Detection for Highway Monitoring Using Histogram of Oriented Gradients and Reduced Support Vector Machine

    • Sarthak Mishra, Dhruv Upadhyay, P. Saranya
    Pages 64-73

  8. A Secure Framework Based on Nature-Inspired Optimization for Vehicle Routing

    • Righa Tandon, Ajay Verma, P. K. Gupta
    Pages 74-85

  9. Detection of Bangla Hate Comments and Cyberbullying in Social Media Using NLP and Transformer Models

    • Md. Imdadul Haque Emon, Khondoker Nazia Iqbal, Md. Humaion Kabir Mehedi, Mohammed Julfikar Ali Mahbub, Annajiat Alim Rasel
    Pages 86-96

  10. A Modified Pyramid Scale Network for Crowd Counting

    • Bhawana Tyagi, Swati Nigam, Rajiv Singh
    Pages 97-106

  11. Driving Impact in Claims Denial Management Using Artificial Intelligence

    • Suman Pal, Monica Gaur, Rupanjali Chaudhuri, R. Kalaivanan, K. V. Chetan, B. H. Praneeth et al.
    Pages 107-120

  12. Identification of Landslide Vulnerability Zones and Triggering Factors Using Deep Neural Networks – An Experimental Analysis

    • G. Bhargavi, J. Arunnehru
    Pages 121-132

  13. Classifying Offensive Speech of Bangla Text and Analysis Using Explainable AI

    • Amena Akter Aporna, Istinub Azad, Nibraj Safwan Amlan, Md Humaion Kabir Mehedi, Mohammed Julfikar Ali Mahbub, Annajiat Alim Rasel
    Pages 133-144

  14. Android Malware Detection Using Hybrid Meta-heuristic Feature Selection and Ensemble Learning Techniques

    • Sakshi Bhagwat, Govind P. Gupta
    Pages 145-156

  15. Scoring Scheme to Determine the Sensitive Information Level in Surface Web and Dark Web

    • Rahul Singh, P. P. Amritha, M. Sethumadhavan
    Pages 157-167

  16. Video Descriptor Using Attention Mechanism

    • Stuti Ahuja, Aftaabahmed Sheikh, Shubhadarshini Nadar, Vanitha Shunmugaperumal
    Pages 168-178

  17. Informative Software Defect Data Generation and Prediction: INF-SMOTE

    • G. Rekha, K. Shailaja, Chandrashekar Jatoth
    Pages 179-191

  18. 2D-CNN Model for Classification of Neural Activity Using Task-Based fMRI

    • Sudhanshu Saurabh, P. K. Gupta
    Pages 192-206

  19. Real-Time Multi-task Network for Autonomous Driving

    • Vu Thanh Dat, Ngo Viet Hoai Bao, Phan Duy Hung
    Pages 207-218

  20. Cardiovascular Disease Classification Based on Machine Learning Algorithms Using GridSearchCV, Cross Validation and Stacked Ensemble Methods

    • Satyabrata Pattanayak, Tripty Singh
    Pages 219-230
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Other volumes

  1. Advances in Computing and Data Sciences

  2. Advances in Computing and Data Sciences

Keywords

About this book

The two-volume proceedings CCIS 1613 + 1614 constitute revised selected papers from the 6th International Conference on Advances in Computing and Data Sciences, ICACDS 2022, which was held in Kurnool, India in April 2022.

The total of 69 full papers presented in the proceedings was carefully reviewed and selected from 411 submissions. The papers focus on advances of next generation computing technologies in the areas of advanced computing and data sciences

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

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