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Big Data Analytics

First International Conference, BDA 2012, New Delhi, India, December 24-26, 2012, Proceedings

  • Conference proceedings
  • © 2012

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Editors:
  1. Srinath Srinivasa

    1. International Institute of Information Technology Bangalore (IIIIT Bangalore), Bangalore, India

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  2. Vasudha Bhatnagar

    1. Faculty of Mathematical Sciences, Department of Computer Science, University of Delhi, Delhi, India

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7678)

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

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Conference proceedings info: BDA 2012.

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About this book

This book constitutes the refereed proceedings of the First International Conference on Big Data Analytics, BDA 2012, held in New Delhi, India, in December 2012. The 5 regular papers and 5 short papers presented were carefully reviewed and selected from 42 submissions. The volume also contains two tutorial papers in the section perspectives on big data analytics. The regular contributions are organized in topical sections on: data analytics applications; knowledge discovery through information extraction; and data models in analytics.

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Table of contents (15 papers)

  1. Front Matter

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  2. Perspectives on Big Data Analytics

    1. Scalable Analytics – Algorithms and Systems

      • Srinivasan H. Sengamedu
      Pages 1-7

    2. Big-Data – Theoretical, Engineering and Analytics Perspective

      • Vijay Srinivas Agneeswaran
      Pages 8-15

  3. Data Analytics Applications

    1. A Comparison of Statistical Machine Learning Methods in Heartbeat Detection and Classification

      • Tony Basil, Bollepalli S. Chandra, Choudur Lakshminarayan
      Pages 16-25

    2. Enhanced Query-By-Object Approach for Information Requirement Elicitation in Large Databases

      • Ammar Yasir, Mittapally Kumara Swamy, Polepalli Krishna Reddy, Subhash Bhalla
      Pages 26-41

    3. Cloud Computing and Big Data Analytics: What Is New from Databases Perspective?

      • Rajeev Gupta, Himanshu Gupta, Mukesh Mohania
      Pages 42-61

    4. A Model of Virtual Crop Labs as a Cloud Computing Application for Enhancing Practical Agricultural Education

      • Polepalli Krishna Reddy, Basi Bhaskar Reddy, D. Rama Rao
      Pages 62-76

  4. Knowledge Discovery through Information Extraction

    1. Exploiting Schema and Documentation for Summarizing Relational Databases

      • Ammar Yasir, Mittapally Kumara Swamy, Polepalli Krishna Reddy
      Pages 77-90

    2. Faceted Browsing over Social Media

      • Ullas Nambiar, Tanveer Faruquie, Shamanth Kumar, Fred Morstatter, Huan Liu
      Pages 91-100

    3. Analog Textual Entailment and Spectral Clustering (ATESC) Based Summarization

      • Anand Gupta, Manpreet Kathuria, Arjun Singh, Ashish Sachdeva, Shruti Bhati
      Pages 101-110

    4. Economics of Gold Price Movement-Forecasting Analysis Using Macro-economic, Investor Fear and Investor Behavior Features

      • Jatin Kumar, Tushar Rao, Saket Srivastava
      Pages 111-121

  5. Data Models in Analytics

    1. An Efficient Method of Building an Ensemble of Classifiers in Streaming Data

      • Joung Woo Ryu, Mehmed M. Kantardzic, Myung-Won Kim, A. Ra Khil
      Pages 122-133

    2. I/O Efficient Algorithms for Block Hessenberg Reduction Using Panel Approach

      • Sraban Kumar Mohanty, Gopalan Sajith
      Pages 134-147

    3. Luring Conditions and Their Proof of Necessity through Mathematical Modelling

      • Anand Gupta, Prashant Khurana, Raveena Mathur
      Pages 148-157

    4. Efficient Recommendation for Smart TV Contents

      • Myung-Won Kim, Eun-Ju Kim, Won-Moon Song, Sung-Yeol Song, A. Ra Khil
      Pages 158-167

    5. Materialized View Selection Using Simulated Annealing

      • T. V. Vijay Kumar, Santosh Kumar
      Pages 168-179

  6. Back Matter

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Other volumes

  1. Big Data Analytics

Editors and Affiliations

  • International Institute of Information Technology Bangalore (IIIIT Bangalore), Bangalore, India

    Srinath Srinivasa

  • Faculty of Mathematical Sciences, Department of Computer Science, University of Delhi, Delhi, India

    Vasudha Bhatnagar

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