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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 II

  • 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 1614)

Included in the following conference series:

Conference proceedings info: ICACDS 2022.

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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.

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Table of contents (35 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. An Ensemble Feature Selection Framework for the Early Non-invasive Prediction of Parkinson’s Disease from Imbalanced Microarray Data

    • Jisha Augustine, A. S. Jereesh
    Pages 1-11

  3. Optimization Enabled Neural Network for the Rainfall Prediction in India

    • Ananda R. Kumar Mukkala, S. Sai Satyanarayana Reddy, P. Praveen Raju, Mounica, Chiranjeevi Oguri, Srinivasu Bhukya
    Pages 12-23

  4. Application Initiated Data Session as a Service for High Reliable and Safe Railway Communications

    • Evelina Pencheva, Ivaylo Atanasov
    Pages 24-37

  5. Acute Lymphoblastic Leukemia Disease Detection Using Image Processing and Machine Learning

    • Abhishek D. Chavan, Anuradha Thakre, Tulsi Vijay Chopade, Jessica Fernandes, Omkar S. Gawari, Sonal Gore
    Pages 38-51

  6. Analysis of COVID-19 Detection Algorithms Based on Convolutional Neural Network Models Using Chest X-ray Images

    • Archana R. Nair, A. S. Remya Ajai
    Pages 52-63

  7. Data Analysis Using NLP to Sense Human Emotions Through Chatbot

    • Fardin Rizvy Rahat, Md. Shahriar Mim, Aqil Mahmud, Ishraqul Islam, Mohammed Julfikar Ali Mahbub, Md Humaion Kabir Mehedi et al.
    Pages 64-75

  8. Medical Cyber-Physical Systems Enabled with Permissioned Blockchain

    • Anupam Tiwari, Usha Batra
    Pages 76-87

  9. Multiclass Classification of Disease Using CNN and SVM of Medical Imaging

    • Pallavi Tiwari, Deepak Upadhyay, Bhaskar Pant, Noor Mohd
    Pages 88-99

  10. Using KullBack-Liebler Divergence Based Meta-learning Algorithm for Few-Shot Skin Cancer Image Classification: Literature Review and a Conceptual Framework

    • Olusoji B. Akinrinade, Chunglin Du, Samuel Ajila
    Pages 100-111

  11. WE-Net: An Ensemble Deep Learning Model for Covid-19 Detection in Chest X-ray Images Using Segmentation and Classification

    • Rupanjali Chaudhuri, Divya Nagpal, Abhinav Azad, Suman Pal
    Pages 112-123

  12. Time to Response Prediction for Following up on Account Receivables in Healthcare Revenue Cycle Management

    • Rupanjali Chaudhuri, Sai Phani Krishna Parsa, Divya Nagpal, Kalaivanan R
    Pages 124-137

  13. A Deep Learning Approach for Automated Detection and Classification of Alzheimer’s Disease

    • Deepthi K. Oommen, J. Arunnehru
    Pages 138-149

  14. A Real-Time Driver Assistance System Using Object Detection and Tracking

    • Jamuna S. Murthy, Sanjeeva S. Chitlapalli, U. N. Anirudha, Varsha Subramanya
    Pages 150-159

  15. Cyber Crime Prediction Using Machine Learning

    • Ruchi Verma, Shreya Jayant
    Pages 160-172

  16. Real-Time Image Based Weapon Detection Using YOLO Algorithms

    • Manoj Gali, Sunita Dhavale, Suresh Kumar
    Pages 173-185

  17. Audio Recognition Using Deep Learning for Edge Devices

    • Aditya Kulkarni, Vaishali Jabade, Aniket Patil
    Pages 186-198

  18. Comparative Analysis on Joint Modeling of Emotion and Abuse Detection in Bangla Language

    • Afridi Ibn Rahman, Farhan, Zebel-E-Noor Akhand, Md Asad Uzzaman Noor, Jubayer Islam, Md. Motahar Mahtab et al.
    Pages 199-209

  19. Determining Dengue Outbreak Using Predictive Models

    • Darshan V. Medhane, Varun Agarwal
    Pages 210-221

  20. Subjective Examination Evaluation Based on Spelling Correction and Detection Using Hamming Distance Algorithm

    • Madhav A. Kankhar, C. Namrata Mahender
    Pages 222-234
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Other volumes

  1. Advances in Computing and Data Sciences

  2. Advances in 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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