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Big Data Analytics

5th International Conference, BDA 2017, Hyderabad, India, December 12-15, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. P. Krishna Reddy

    1. International Institute of Information Technology, Hyderabad, India

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  2. Ashish Sureka

    1. Rajiv Gandhi Education City, Sonepat, India

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  3. Sharma Chakravarthy

    1. University of Texas at Arlington, Arlington, USA

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  4. Subhash Bhalla

    1. University of Aizu, Aizu-Wakamatsu, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10721)

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 2017.

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Table of contents (21 papers)

  1. Front Matter

    Pages I-XII
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  2. Big Data Analytics

    1. Front Matter

      Pages 1-1
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    2. Smart Energy Management: A Computational Approach

      • Krithi Ramamritham, Gopinath Karmakar, Prashant Shenoy
      Pages 3-14

    3. Big Data Analytics Enabled Smart Financial Services: Opportunities and Challenges

      • Vadlamani Ravi, Sk Kamaruddin
      Pages 15-39

    4. A Framework to Improve Reuse in Weather-Based DSS Based on Coupling Weather Conditions

      • A. Mamatha, P. Krishna Reddy, Anirban Mondal, Seishi Ninomiya, G. Sreenivas
      Pages 40-58

    5. Holistic Analysis of Multi-source, Multi-feature Data: Modeling and Computation Challenges

      • Abhishek Santra, Sanjukta Bhowmick
      Pages 59-68

  3. Information and Knowledge Management

    1. Front Matter

      Pages 69-69
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    2. Entity Markup for Knowledge Base Population

      • Lili Jiang
      Pages 71-89

    3. Mining Credible and Relevant News from Social Networks

      • Ankur Garg, Varun Syal, Pankaj Gudlani, Dhaval Patel
      Pages 90-102

    4. Integration of Text Classification Model with Speech to Text System

      • T. S. Aswin, Rahul Ignatius, Mathangi Ramachandran
      Pages 103-112

    5. Modern Column Stores for Big Data Processing

      • K. T. Sridhar
      Pages 113-125

  4. Mining of Massive Datasets

    1. Front Matter

      Pages 127-127
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    2. Improving Infrastructure for Transportation Systems Using Clustering

      • Prashant Rajput, Durga Toshniwal, Apeksha Agggarwal
      Pages 129-143

    3. Temporal Topic Modeling of Scholarly Publications for Future Trend Forecasting

      • Amol P. Bhopale, Sowmya Kamath Shevgoor
      Pages 144-163

    4. Trip Planning and Scheduling Queries in Spatial Databases: A Survey

      • Tanzima Hashem, Mohammed Eunus Ali
      Pages 164-178

    5. Precision/Recall Trade-Off Analysis in Abnormal/Normal Heart Sound Classification

      • Jeevith Bopaiah, Ramakanth Kavuluru
      Pages 179-194

  5. Computational Modeling

    1. Front Matter

      Pages 195-195
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    2. Analysis of the Co-purchase Network of Products to Predict Amazon Sales-Rank

      • Utpal Prasad, Nikky Kumari, Niloy Ganguly, Animesh Mukherjee
      Pages 197-214

    3. Model-Free Optimal Control: A Critical Analysis

      • Vijaysekhar Chellaboina
      Pages 215-222

    4. Computational Core for Plant Metabolomics: A Case for Interdisciplinary Research

      • Vikram Pudi, Pratibha Rani, Abhijit Mitra, Indira Ghosh
      Pages 223-234
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  1. Big Data Analytics

Keywords

About this book

This book constitutes the refereed conference proceedings of the 5th International Conference on Big Data Analytics, BDA 2017, held in Hyderabad, India, in December 2017.

The 21 revised full papers were carefully reviewed and selected from 80 submissions and cover topics on big data analytics, information and knowledge management, mining of massive datasets, computational modeling, data mining and analysis.

Editors and Affiliations

  • International Institute of Information Technology, Hyderabad, India

    P. Krishna Reddy

  • Rajiv Gandhi Education City, Sonepat, India

    Ashish Sureka

  • University of Texas at Arlington, Arlington, USA

    Sharma Chakravarthy

  • University of Aizu, Aizu-Wakamatsu, Japan

    Subhash Bhalla

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