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Big Data Analytics

6th International Conference, BDA 2018, Warangal, India, December 18–21, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Anirban Mondal

    1. Ashoka University, Sonepat, India

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  2. Himanshu Gupta

    1. IBM Research - India, New Delhi, India

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  3. Jaideep Srivastava

    1. University of Minnesota, Minneapolis, USA

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  4. P. Krishna Reddy

    1. IIIT, Hyderabad, India

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  5. D.V.L.N. Somayajulu

    1. National Institute of Technology, Warangal, India

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11297)

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 2018.

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Table of contents (29 papers)

  1. Front Matter

    Pages I-XV
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  2. Big Data Analytics: Vision and Perspectives

    1. Front Matter

      Pages 1-1
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    2. Fault Tolerant Data Stream Processing in Cooperation with OLTP Engine

      • Yoshiharu Ishikawa, Kento Sugiura, Daiki Takao
      Pages 3-14

    3. Blockchain-Powered Big Data Analytics Platform

      • Hoang Tam Vo, Mukesh Mohania, Dinesh Verma, Lenin Mehedy
      Pages 15-32

    4. Humble Data Management to Big Data Analytics/Science: A Retrospective Stroll

      • Sharma Chakravarthy, Abhishek Santra, Kanthi Sannappa Komar
      Pages 33-54

    5. Fusion of Game Theory and Big Data for AI Applications

      • Praveen Paruchuri, Sujit Gujar
      Pages 55-69

  3. Financial Data Analytics and Data Streams

    1. Front Matter

      Pages 71-71
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    2. Distributed Financial Calculation Framework on Cloud Computing Environment

      • Rao Casturi, Rajshekhar Sunderraman
      Pages 73-88

    3. Testing Concept Drift Detection Technique on Data Stream

      • Narinder Singh Punn, Sonali Agarwal
      Pages 89-99

    4. Homogenous Ensemble of Time-Series Models for Indian Stock Market

      • Sourabh Yadav, Nonita Sharma
      Pages 100-114

    5. Improving Time Series Forecasting Using Mathematical and Deep Learning Models

      • Mohit Gupta, Ayushi Asthana, Nishant Joshi, Pulkit Mehndiratta
      Pages 115-125

    6. Emerging Technologies and Opportunities for Innovation in Financial Data Analytics: A Perspective

      • Anirban Mondal, Atul Singh
      Pages 126-136

  4. Web and Social Media Data

    1. Front Matter

      Pages 137-137
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    2. Design of the Cogno Web Observatory for Characterizing Online Social Cognition

      • Srinath Srinivasa, Raksha Pavagada Subbanarasimha
      Pages 139-154

    3. Automated Credibility Assessment of Web Page Based on Genre

      • Shriyansh Agrawal, S. Lalit Mohan, Y. Raghu Reddy
      Pages 155-169

    4. CbI: Improving Credibility of User-Generated Content on Facebook

      • Sonu Gupta, Shelly Sachdeva, Prateek Dewan, Ponnurangam Kumaraguru
      Pages 170-187

    5. A Parallel Approach to Detect Communities in Evolving Networks

      • Keshab Nath, Swarup Roy
      Pages 188-203

    6. Modeling Sparse and Evolving Data

      • Shivani Batra, Shelly Sachdeva, Aayushi Bansal, Suyash Bansal
      Pages 204-214

  5. Big Data Systems and Frameworks

    1. Front Matter

      Pages 215-215
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    2. Polystore Data Management Systems for Managing Scientific Data-sets in Big Data Archives

      • Rashmi Girirajkumar Patidar, Shashank Shrestha, Subhash Bhalla
      Pages 217-227
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Other volumes

  1. Big Data Analytics

Keywords

About this book

This book constitutes the refereed proceedings of the 6th International Conference on Big Data analytics, BDA 2018, held in Warangal, India, in December 2018. The 29 papers presented in this volume were carefully reviewed and selected from 93 submissions. The papers are organized in topical sections named: big data analytics: vision and perspectives; financial data analytics and data streams; web and social media data; big data systems and frameworks; predictive analytics in healthcare and agricultural domains; and machine learning and pattern mining. 

Editors and Affiliations

  • Ashoka University, Sonepat, India

    Anirban Mondal

  • IBM Research - India, New Delhi, India

    Himanshu Gupta

  • University of Minnesota, Minneapolis, USA

    Jaideep Srivastava

  • IIIT, Hyderabad, India

    P. Krishna Reddy

  • National Institute of Technology, Warangal, India

    D.V.L.N. Somayajulu

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