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Computational Intelligence in Data Science

6th IFIP TC 12 International Conference, ICCIDS 2023, Chennai, India, February 23–25, 2023, Revised Selected Papers

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Sarath Chandran K R

    1. Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

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  2. Sujaudeen N

    1. Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

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  3. Beulah A

    1. Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

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  4. Shahul Hamead H

    1. Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 673)

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Conference proceedings info: ICCIDS 2023.

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About this book

This book constitutes the proceedings of the 6th IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2023, which took place in Kalavakkam, India, in  February  2023.


The 24 full papers presented in this volume were carefully reviewed and selected from 134 submissions. The major theme of the conference was intended to be computation intelligence and knowledge management. Various emerging areas like IoT, cyber security and data science need computation intelligence to align with the cutting-edge research. Machine learning delivers insights hidden in data for rapid, automated responses and improved decision making. Machine learning for IoT can be used to project future trends, detect anomalies, and augment intelligence by ingesting image, video, and audio.

Keywords

Table of contents (24 papers)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. Smart Driving Alert System Using MT CNN

    • S. Kavitha, J. V. Anchitaalagammai, S. Murali, M. Soundarya
    Pages 1-10

  3. Expert System for Real Time Arm Movement Recognition Based on Surface EMG Signal

    • Shripad Bhatlawande, Swati Shilaskar, Mahesh Kinge, Anurag Mahajan
    Pages 11-24

  4. Edge Detection and Huffman Encoding Based Image Steganography with High Data Embedding Capacity

    • Butta Singh, Rajwinder Kaur, Manjit Singh, Himali Sarangal, Satveer Kour
    Pages 25-33

  5. DAPP IT – Multipurpose ID Card System for Universities

    • C. Harshini, J. Vishal Ananth, B. Abdul Rahman Arshad Ahmad, C. K. Thejeswari, V. Sumathy
    Pages 34-49

  6. Local Vegetable Freshness Classification Based on Chronological Monitoring Using Transfer Learning Approach

    • Mahedi Hasan Abeer, Meherun Nessa Lamia, Jannatul Feardous Nafsi, Fabia Chowdhury, Mahi Sarwar Anol, Md. Sazzadur Ahamed
    Pages 50-66

  7. Analysis of Cost-Sensitive Algorithms for Degree of Imbalancing

    • Sai Teja Tangudu, Rajeev Kumar
    Pages 67-75

  8. Performance Evaluation of Several Transfer Learning Models for Classification of Road Surface State

    • Fahim Ur Rahman, Md. Tanvir Ahmed, Emran Khan, Md Mahfuzur Rahman, Shafin Ahamed, Shahriar Mamun et al.
    Pages 76-88

  9. Secure Image Encryption Model for Cloud-Based Healthcare Storage Using Hyperchaos and DNA Encoding

    • Arun Amaithi Rajan, Vetriselvi Vetrian, Aruna Gladys
    Pages 89-103

  10. A Comprehensive Study on Feature Extraction Techniques for Indian Sign Language Recognition System

    • Shafaque Aziz, Mohammad Amjad
    Pages 104-125

  11. FinTech: Deep Learning-Based Sentiment Classification of User Reviews from Various Bangladeshi Mobile Financial Services

    • Abdullah Al Ryan, Md. Shihab Mahmud, Hasibul Hasan Chowdhury Mahi, Md Shakil Hossen, Nazmul Islam Shimul, Sheak Rashed Haider Noori
    Pages 126-140

  12. The Use of the Semantic Network for Categorization of Problems Solved by Design Thinking

    • Iwona Chomiak-Orsa, Andrzej Greńczuk, Kamila Łuczak
    Pages 141-152

  13. Cloud Based Remote File Access from PC to Mobile Using File Directory

    • J. Kanimozhi, SV. Shri Bharathi, Panimalar Kathiroli, P. Sharmila, S. Abi Ayshwariya
    Pages 153-167

  14. Stock Trade Recommendations Using Knowledge Graph

    • Rahul Sonar, Sumitra Menaria, Shaleen Shukla
    Pages 168-177

  15. Understanding the Determinants of Adoption of Healthcare Information Technology

    • Abir AlSideiri, Zaihisma Che Cob, Sulfeeza Bte Mohd Drus
    Pages 178-189

  16. Static Clustering Centralized Multi-hop Routing Protocol Based on Fuzzy Logic with Fish Swarm Intelligence

    • Nilima D. Zade, R. Kamatchi Iyer, Shubhada Deshpande, Deepali R. Vora
    Pages 190-202

  17. Computer Vision Aided Machine Learning Framework for Detection and Analysis of Arm Flapping Stereotypic Behavior Exhibited by the Autistic Child

    • Umamaheswara Reddy Dundi, V. Phani Kumar Kanaparthi, Ramakrishna Bandaru, Ganapathy Sankar Umaiorubagam
    Pages 203-217

  18. Social Media Hate Speech Detection Using Machine Learning Approach

    • Farhatul Haider, Ismotara Dipty, Fiaj Rahman, Md Assaduzzaman, Amir Sohel
    Pages 218-229

  19. Frontotemporal Dementia Detection Model Based on Explainable Machine Learning Approach

    • Km Poonam, Rajlakshmi Guha, Partha P. Chakrabarti
    Pages 230-242

  20. AJNA - Voice Assisted Captioning Tool for the Blind

    • Ajay Bhat, K. Kaladharshini, Karthika Menon, Chitra Babu
    Pages 243-253
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Other volumes

  1. Computational Intelligence in Data Science

Editors and Affiliations

  • Sri Sivasubramaniya Nadar College of Engineering, Chennai, India

    Sarath Chandran K R, Sujaudeen N, Beulah A, Shahul Hamead H

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