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Computational Intelligence in Data Science

Third IFIP TC 12 International Conference, ICCIDS 2020, Chennai, India, February 20–22, 2020, Revised Selected Papers

  • Conference proceedings
  • © 2020

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Editors:
  1. Aravindan Chandrabose

    1. SSN College of Engineering, Chennai, India

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  2. Ulrich Furbach

    1. University of Koblenz-Landau, Koblenz, Germany

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  3. Ashish Ghosh

    1. Indian Statistical Institute, Kolkata, India

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  4. Anand Kumar M.

    1. National Institute of Technology Karnataka, Mangalore, India

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Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 578)

Included in the following conference series:

Conference proceedings info: ICCIDS 2020.

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Table of contents (26 papers)

  1. Front Matter

    Pages i-xiii
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  2. Computational Intelligence for Text Analysis

    1. Front Matter

      Pages 1-1
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    2. Emotion Recognition in Sentences - A Recurrent Neural Network Approach

      • N. S. Kumar, Mahathi Amencherla, Manu George Vimal
      Pages 3-15

    3. Context Aware Contrastive Opinion Summarization

      • S. K. Lavanya, B. Parvathavarthini
      Pages 16-29

    4. Tamil Paraphrase Detection Using Encoder-Decoder Neural Networks

      • B. Senthil Kumar, D. Thenmozhi, S. Kayalvizhi
      Pages 30-42

    5. Trustworthy User Recommendation Using Boosted Vector Similarity Measure

      • Dhanalakshmi Teekaraman, Sendhilkumar Selvaraju, Mahalakshmi Guruvayur Suryanarayanan
      Pages 43-58

    6. Sensitive Keyword Extraction Based on Cyber Keywords and LDA in Twitter to Avoid Regrets

      • R. Geetha, S. Karthika
      Pages 59-70

    7. Sentiment Analysis of Bengali Tweets Using Deep Learning

      • Kamal Sarkar
      Pages 71-84

    8. Social Media Veracity Detection System Using Calibrate Classifier

      • P. SuthanthiraDevi, S. Karthika
      Pages 85-98

    9. A Thesaurus Based Semantic Relation Extraction for Agricultural Corpora

      • R. Srinivasan, C. N. Subalalitha
      Pages 99-111

    10. Irony Detection in Bengali Tweets: A New Dataset, Experimentation and Results

      • Adhiraj Ghosh, Kamal Sarkar
      Pages 112-127

  3. Computational Intelligence for Image and Video Analysis

    1. Front Matter

      Pages 129-129
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    2. Bat Algorithm with CNN Parameter Tuning for Lung Nodule False Positive Reduction

      • R. R. Rajalaxmi, K. Sruthi, S. Santhoshkumar
      Pages 131-142

    3. A Secure Blind Watermarking Scheme Using Wavelets, Arnold Transform and QR Decomposition

      • Ayesha Shaik
      Pages 143-156

    4. Role of Distance Measures in Approximate String Matching Algorithms for Face Recognition System

      • B. Krishnaveni, S. Sridhar
      Pages 157-169

    5. Detection of Human Faces in Video Sequences Using Mean of GLBP Signatures

      • S. Selvi, P. Ithaya Rani, S. Muhil Pradahnji
      Pages 170-184

    6. Malware Family Classification Model Using User Defined Features and Representation Learning

      • T. Gayathri, M. S. Vijaya
      Pages 185-195

    7. Fabric Defect Detection Using YOLOv2 and YOLO v3 Tiny

      • R. Sujee, D. Shanthosh, L. Sudharsun
      Pages 196-204

    8. Automatic Questionnaire and Interactive Session Generation from Videos

      • V. C. Skanda, Rachana Jayaram, Viraj C. Bukitagar, N. S. Kumar
      Pages 205-212

    9. Effective Emotion Recognition from Partially Occluded Facial Images Using Deep Learning

      • Smitha Engoor, Sendhilkumar Selvaraju, Hepsibah Sharon Christopher, Mahalakshmi Guruvayur Suryanarayanan, Bhuvaneshwari Ranganathan
      Pages 213-221
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  1. Computational Intelligence in Data Science

Keywords

About this book

This book constitutes the refereed post-conference proceedings of the Third IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2020, held in Chennai, India, in February 2020.

The 19 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 94 submissions. The papers are organized in the following topical sections: computational intelligence for text analysis; computational intelligence for image and video analysis; and data science.

Editors and Affiliations

  • SSN College of Engineering, Chennai, India

    Aravindan Chandrabose

  • University of Koblenz-Landau, Koblenz, Germany

    Ulrich Furbach

  • Indian Statistical Institute, Kolkata, India

    Ashish Ghosh

  • National Institute of Technology Karnataka, Mangalore, India

    Anand Kumar M.

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