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Big Data Analytics

8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Ladjel Bellatreche

    1. ISAE-ENSMA, Chasseneuil, France

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  2. Vikram Goyal

    1. Indraprastha Institute of Information Technology, New Delhi, India

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  3. Hamido Fujita

    1. Iwate Prefectural University, Takizawa, Japan

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  4. Anirban Mondal

    1. Ashoka University, Sonepat, India

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  5. P. Krishna Reddy

    1. IIIT Hyderabad, Hyderabad, India

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12581)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: BDA 2020.

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Table of contents (21 papers)

  1. Front Matter

    Pages i-xiii
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  3. Data Science: Architectures

    1. Front Matter

      Pages 61-61
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    2. i-Fence: A Spatio-Temporal Context-Aware Geofencing Framework for Triggering Impulse Decisions

      • Jaiteg Singh, Amit Mittal, Ruchi Mittal, Karamjeet Singh, Varun Malik
      Pages 63-80

    3. Face Mask Detection Using Transfer Learning of InceptionV3

      • G. Jignesh Chowdary, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal
      Pages 81-90

    4. Analysis of GPS Trajectories Mapping on Shape Files Using Spatial Computing Approaches

      • Saravjeet Singh, Jaiteg Singh
      Pages 91-100

  4. Big Data Analytics in Healthcare

    1. Front Matter

      Pages 101-101
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    2. A Transfer Learning Approach to Classify the Brain Age from MRI Images

      • Animesh Kumar, Pramod Pathak, Paul Stynes
      Pages 103-112

    3. ‘Precision Health’: Balancing Reactive Care and Proactive Care Through the Evidence Based Knowledge Graph Constructed from Real-World Electronic Health Records, Disease Trajectories, Diseasome, and Patholome

      • Asoke K Talukder, Julio Bonis Sanz, Jahnavi Samajpati
      Pages 113-133

    4. Prediction for the Second Wave of COVID-19 in India

      • Shweta Thakur, Dhaval K. Patel, Brijesh Soni, Mehul Raval, Sanjay Chaudhary
      Pages 134-150

    5. Texture Feature Extraction: Impact of Variants on Performance of Machine Learning Classifiers: Study on Chest X-Ray – Pneumonia Images

      • Anamika Gupta, Anshuman Gupta, Vaishnavi Verma, Aayush Khattar, Devansh Sharma
      Pages 151-163

    6. Computer-Aided Diagnosis of Thyroid Dysfunction: A Survey

      • Bhavisha S. Parmar, Mayuri A. Mehta
      Pages 164-189

  5. Information Interchange of Web Data Resources

    1. Front Matter

      Pages 191-191
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    2. Generic Key Value Extractions from Emails

      • Rajeev Gupta
      Pages 193-208

    3. The Next Generation Web: Technologies and Services

      • Asoke K. Talukder
      Pages 209-229

    4. Adversarial Collusion on the Web: State-of-the-Art and Future Directions

      • Hridoy Sankar Dutta, Tanmoy Chakraborty
      Pages 230-235
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  1. Big Data Analytics

Keywords

About this book

This book constitutes the proceedings of the 8th International Conference on Big Data Analytics, BDA 2020, which took place during December 15-18, 2020, in Sonepat, India. The 11 full and 3 short papers included in this volume were carefully reviewed and selected from 48 submissions; the book also contains 4 invited and 3 tutorial papers. The contributions were organized in topical sections named as follows: data science systems; data science architectures; big data analytics in healthcare; information interchange of Web data resources; and business analytics.

Editors and Affiliations

  • ISAE-ENSMA, Chasseneuil, France

    Ladjel Bellatreche

  • Indraprastha Institute of Information Technology, New Delhi, India

    Vikram Goyal

  • Iwate Prefectural University, Takizawa, Japan

    Hamido Fujita

  • Ashoka University, Sonepat, India

    Anirban Mondal

  • IIIT Hyderabad, Hyderabad, India

    P. Krishna Reddy

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