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Big-Data-Analytics in Astronomy, Science, and Engineering

9th International Conference on Big Data Analytics, BDA 2021, Virtual Event, December 7–9, 2021, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Shelly Sachdeva

    1. National Institute of Technology, Delhi, India

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  2. Yutaka Watanobe

    1. University of Aizu, Aizu-wakamatsu city, Japan

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    You can also search for this editor in PubMed   Google Scholar

  3. Subhash Bhalla

    1. University of Aizu, Aizu-wakamatsu city, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13167)

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 2021.

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Table of contents (20 papers)

  1. Front Matter

    Pages i-xiii
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  2. Data Science: Systems

    1. Front Matter

      Pages 1-1
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    2. Big Data Management for Policy Support in Sustainable Development

      • Pooja Bassin, Niharika Sri Parasa, Srinath Srinivasa, Sridhar Mandyam
      Pages 3-15

    3. Development of the Research Data Archive at OIST

      • Matthew R. Leyden, Nicholas M. Luscombe, Milind Purohit
      Pages 16-25

    4. Symbolic Regression for Interpretable Scientific Discovery

      • Nour Makke, Mohammad Amin Sadeghi, Sanjay Chawla
      Pages 26-40

    5. A Front-End Framework Selection Assistance System with Customizable Quantification Indicators Based on Analysis of Repository and Community Data

      • Koichi Kiyokawa, Qun Jin
      Pages 41-55

  3. Data Science: Architectures

    1. Front Matter

      Pages 57-57
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    2. Autonomous Real-Time Science-Driven Follow-up of Survey Transients

      • Niharika Sravan, Matthew J. Graham, Christoffer Fremling, Michael W. Coughlin
      Pages 59-72

    3. Deep Learning Application for Reconstruction of Large-Scale Structure of the Universe

      • Kana Moriwaki
      Pages 73-82

    4. Identification of Distinctive Behavior Patterns of Bots and Human Teams in Soccer

      • Georgii Mola Bogdan, Maxim Mozgovoy
      Pages 83-92

    5. Cosmic Density Field Reconstruction with a Sparsity Prior Using Images of Distant Galaxies

      • Naoki Yoshida, Xiangchong Li
      Pages 93-99

  4. Big Data Analytics in Domain-Specific Systems

    1. Front Matter

      Pages 101-101
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    2. Blockchain-Enabled System for Interoperable Healthcare

      • Vijayant Pawar, Anil Kumar Patel, Shelly Sachdeva
      Pages 103-121

    3. Skin Cancer Recognition for Low Resolution Images

      • Michał Kortała, Tatiana Jaworska, Maria Ganzha, Marcin Paprzycki
      Pages 122-148

    4. Forecasting AQI Data with IoT Enabled Indoor Air Quality Monitoring System

      • Mayank Deep Khare, Kumar Satyam Sagar, Shelly Sachdeva, Chandra Prakash
      Pages 149-158

    5. Journey of Database Migration from RDBMS to NoSQL Data Stores

      • Neha Bansal, Kanika Soni, Shelly Sachdeva
      Pages 159-177

  5. Information Interchange of Web Data Resources

    1. Front Matter

      Pages 179-179
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    2. Cascaded Anomaly Detection with Coarse Sampling in Distributed Systems

      • Amelia Bădică, Costin Bădică, Marek Bolanowski, Stefka Fidanova, Maria Ganzha, Stanislav Harizanov et al.
      Pages 181-200

    3. Video Indexing System Based on Multimodal Information Extraction Using Combination of ASR and OCR

      • Sandeep Varma, Arunanshu Pandey, Shivam, Soham Das, Soumya Deep Roy
      Pages 201-208

    4. GA-ProM: A Genetic Algorithm for Discovery of Complete Process Models from Unbalanced Logs

      • Sonia Deshmukh, Shikha Gupta, Naveen Kumar
      Pages 209-218
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Other volumes

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

Keywords

About this book

This book constitutes the proceedings of the 9th International Conference on Big Data Analytics, BDA 2021, which took place virtually during December 7–9, 2021.

The 15 full papers and 1 short paper included in this volume were carefully reviewed and selected from 60 submissions. They were organized in topical sections as follows: Data science: systems; data science: architectures; big data analytics in healthcare support systems, information interchange of web data resources; and business analytics.

Editors and Affiliations

  • National Institute of Technology, Delhi, India

    Shelly Sachdeva

  • University of Aizu, Aizu-wakamatsu city, Japan

    Yutaka Watanobe, Subhash Bhalla

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