Big Data Analytics

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

Editors:

ISBN: 978-3-642-35541-7 (Print) 978-3-642-35542-4 (Online)

Table of contents (15 chapters)

  1. Front Matter

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  2. Perspectives on Big Data Analytics

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      Book Chapter

      Pages 1-7

      Scalable Analytics – Algorithms and Systems

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      Book Chapter

      Pages 8-15

      Big-Data – Theoretical, Engineering and Analytics Perspective

  3. Data Analytics Applications

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      Book Chapter

      Pages 16-25

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

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      Book Chapter

      Pages 26-41

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

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      Book Chapter

      Pages 42-61

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

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      Book Chapter

      Pages 62-76

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

  4. Knowledge Discovery through Information Extraction

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      Book Chapter

      Pages 77-90

      Exploiting Schema and Documentation for Summarizing Relational Databases

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      Book Chapter

      Pages 91-100

      Faceted Browsing over Social Media

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      Pages 101-110

      Analog Textual Entailment and Spectral Clustering (ATESC) Based Summarization

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      Book Chapter

      Pages 111-121

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

  5. Data Models in Analytics

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      Book Chapter

      Pages 122-133

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

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      Pages 134-147

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

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      Book Chapter

      Pages 148-157

      Luring Conditions and Their Proof of Necessity through Mathematical Modelling

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      Book Chapter

      Pages 158-167

      Efficient Recommendation for Smart TV Contents

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      Book Chapter

      Pages 168-179

      Materialized View Selection Using Simulated Annealing

  6. Back Matter

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