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Big Data Analytics

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

  • Anirban Mondal
  • Himanshu Gupta
  • Jaideep Srivastava
  • P. Krishna Reddy
  • D.V.L.N. Somayajulu

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

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 11297)

Table of contents

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

    1. Front Matter
      Pages 1-1
    2. Yoshiharu Ishikawa, Kento Sugiura, Daiki Takao
      Pages 3-14
    3. Hoang Tam Vo, Mukesh Mohania, Dinesh Verma, Lenin Mehedy
      Pages 15-32
    4. Sharma Chakravarthy, Abhishek Santra, Kanthi Sannappa Komar
      Pages 33-54
    5. Praveen Paruchuri, Sujit Gujar
      Pages 55-69
  3. Financial Data Analytics and Data Streams

    1. Front Matter
      Pages 71-71
    2. Rao Casturi, Rajshekhar Sunderraman
      Pages 73-88
    3. Narinder Singh Punn, Sonali Agarwal
      Pages 89-99
    4. Sourabh Yadav, Nonita Sharma
      Pages 100-114
    5. Mohit Gupta, Ayushi Asthana, Nishant Joshi, Pulkit Mehndiratta
      Pages 115-125
  4. Web and Social Media Data

    1. Front Matter
      Pages 137-137
    2. Srinath Srinivasa, Raksha Pavagada Subbanarasimha
      Pages 139-154
    3. Shriyansh Agrawal, S. Lalit Mohan, Y. Raghu Reddy
      Pages 155-169
    4. Sonu Gupta, Shelly Sachdeva, Prateek Dewan, Ponnurangam Kumaraguru
      Pages 170-187
    5. Shivani Batra, Shelly Sachdeva, Aayushi Bansal, Suyash Bansal
      Pages 204-214
  5. Big Data Systems and Frameworks

    1. Front Matter
      Pages 215-215
    2. Rashmi Girirajkumar Patidar, Shashank Shrestha, Subhash Bhalla
      Pages 217-227
    3. K. T. Sridhar, M. A. Sakkeer, Shiju Andrews, Jimson Johnson
      Pages 228-249
    4. Purnima Shah, Sanjay Chaudhary
      Pages 250-265
    5. Sanket Mishra, Mohit Jain, B. Siva Naga Sasank, Chittaranjan Hota
      Pages 266-281
  6. Predictive Analytics in Healthcare and Agricultural Domains

  7. Machine Learning and Pattern Mining

    1. Front Matter
      Pages 333-333
    2. Anurag Tripathi, Siddharth Srivastava, Ravi Kothari
      Pages 335-347
    3. D. Himaja, T. Maruthi Padmaja, P. Radha Krishna
      Pages 348-362
    4. Ashish Kumar Patel, Satyendra Singh Chouhan, Rajdeep Niyogi
      Pages 363-375
    5. Mohit Agrawal, R. Leela Velusamy
      Pages 392-401
    6. Hemant Rathore, Swati Agarwal, Sanjay K. Sahay, Mohit Sewak
      Pages 402-411
    7. Venkata M. V. Gunturi
      Pages 412-421
  8. Back Matter
    Pages 423-424

About these proceedings

Introduction

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. 

Keywords

artificial intelligence data management systems data mining data stream data streaming databases decision trees information system applications internet learning algorithms machine learning map-reduce query languages query processing search engines spatio-temporal systems World Wide Web

Editors and affiliations

  • Anirban Mondal
    • 1
  • Himanshu Gupta
    • 2
  • Jaideep Srivastava
    • 3
  • P. Krishna Reddy
    • 4
  • D.V.L.N. Somayajulu
    • 5
  1. 1.Ashoka UniversitySonepatIndia
  2. 2.IBM Research - IndiaNew DelhiIndia
  3. 3.University of MinnesotaMinneapolisUSA
  4. 4.IIITHyderabadIndia
  5. 5.National Institute of TechnologyWarangalIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-04780-1
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-04779-5
  • Online ISBN 978-3-030-04780-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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