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Big Data Analytics in Astronomy, Science, and Engineering

10th International Conference on Big Data Analytics, BDA 2022, Aizu, Japan, December 5–7, 2022, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13830)

Conference series link(s): BDA: International Conference on Big Data Analytics

Conference proceedings info: BDA 2022.

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Table of contents (18 papers)

  1. Front Matter

    Pages i-xii
  2. Data Science: Systems

    1. Front Matter

      Pages 1-1
    2. Ontology Augmented Data Lake System for Policy Support

      • Apurva Kulkarni, Pooja Bassin, Niharika Sri Parasa, Vinu E. Venugopal, Srinath Srinivasa, Chandrashekar Ramanathan
      Pages 3-16
    3. Explorations in Active Learning Applied to Image Classification

      • Adriana Klimczak, Marcel Wenka, Maria Ganzha, Marcin Paprzycki
      Pages 17-30
    4. Discovery of Small Signals in Big Backgrounds

      • Milind V. Purohit
      Pages 31-37
    5. Neuro-Symbolic Regression with Applications

      • Nour Makke, Sanjay Chawla
      Pages 38-50
  3. Data Science: Architectures

    1. Front Matter

      Pages 51-51
    2. Introducing Federated Learning into Internet of Things Ecosystems – Maintaining Cooperation Between Competing Parties

      • Karolina Bogacka, Anastasiya Danilenka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha, Eduardo Garro et al.
      Pages 53-69
    3. Blockchain Based B-Health Prototype for Secure Healthcare Transactions

      • Puneet Goswami, Victor Hugo C. de Albuquerque, Lakshita Aggarwal
      Pages 70-85
    4. A Blockchain-Based Approach for Audit Management of Electronic Health Records

      • Rashmi P. Sarode, Yutaka Watanobe, Subhash Bhalla
      Pages 86-94
    5. Sentinel: An Enhanced Multimodal Biometric Access Control System

      • N. Krishna Khanth, Sharad Jain, Suman Madan
      Pages 95-109
  4. Big Data Analytics in Healthcare Support Systems

    1. Front Matter

      Pages 111-111
    2. A Programmatic Solution to Stop Heartbleed Bug Attack

      • Urvashi Chugh, Amit Chugh, Prabhakar Agarwal, S. Pratap Singh
      Pages 113-121
    3. Automatic Identification of Cataract by Analyzing Fundus Images Using VGG19 Model

      • Rakesh Kumar, Vatsala Anand, Sheifali Gupta, Maria Ganzha, Marcin Paprzycki
      Pages 135-148
    4. Sensors Based Advanced Bluetooth Pulse Oximeter System

      • Jaspinder Kaur, Ajay Kumar Sharma, Divya Punia
      Pages 149-160
  5. Information Interchange of Web Data Resources

    1. Front Matter

      Pages 161-161
    2. Saral Anuyojan: An Interactive Querying Interface for EHR

      • Kanika Soni, Shelly Sachdeva, Arpit Goyal, Aryan Gupta, Divyanshu Bose, Subhash Bhalla
      Pages 163-176
    3. Incremental SVD-Based Hybrid Movie Recommendation to Improve Content Delivery Over CDN

      • Rohit Kumar Gupta, Yugam Shukla, Ankit Mundra, Ritu Dewan
      Pages 188-195

Other Volumes

  1. Big Data Analytics in Astronomy, Science, and Engineering

About this book

This book constitutes the proceedings of the 10th International Conference on Big Data Analytics, BDA 2022, which took place in a hybrid mode during December 2022 in Aizu, Japan.

The 14 full papers included in this volume were carefully reviewed and selected from 70 submissions. They were organized in topical sections as follows: big data analytics, networking, social media, search, information extraction, image processing and analysis, spatial, text, mobile and graph data analysis, machine learning, and healthcare.

Editors and Affiliations

  • National Institute of Technology Delhi, New Delhi, India

    Shelly Sachdeva

  • University of Aizu, Fukushima, Japan

    Yutaka Watanobe, Subhash Bhalla

Bibliographic Information

  • Book Title: Big Data Analytics in Astronomy, Science, and Engineering

  • Book Subtitle: 10th International Conference on Big Data Analytics, BDA 2022, Aizu, Japan, December 5–7, 2022, Proceedings

  • Editors: Shelly Sachdeva, Yutaka Watanobe, Subhash Bhalla

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-28350-5

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-28349-9Published: 19 March 2023

  • eBook ISBN: 978-3-031-28350-5Published: 18 March 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XII, 246

  • Number of Illustrations: 24 b/w illustrations, 112 illustrations in colour

  • Topics: Big Data

Buy it now

Buying options

eBook USD 54.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 69.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access