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Data Science and Analytics

4th International Conference on Recent Developments in Science, Engineering and Technology, REDSET 2017, Gurgaon, India, October 13-14, 2017, Revised Selected Papers

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Brajendra Panda

    1. University of Arkansas, Fayetteville, USA

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  2. Sudeep Sharma

    1. GD Goenka University, Gurugram, India

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  3. Nihar Ranjan Roy

    1. GD Goenka University, Gurugram, India

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 799)

Included in the following conference series:

Conference proceedings info: REDSET 2017.

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Table of contents (54 papers)

  1. Front Matter

    Pages I-XIX
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  2. Big Data Analytics

    1. Front Matter

      Pages 1-1
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    2. System Behavior Analysis in the Urea Fertilizer Industry

      • Arun Kumar, Pardeep Goel, Deepika Garg, Atma Sahu
      Pages 3-16

    3. Performance Analysis of Machine Learning Techniques on Big Data Using Apache Spark

      • Garima Mogha, Khyati Ahlawat, Amit Prakash Singh
      Pages 17-26

    4. A Comparative Study of Consumption Behavior of Pharmaceutical Drugs

      • Keerti Jain, Priyanka Sharma, Medathati Jayalakshmi
      Pages 27-33

    5. Trend Analysis of Machine Learning Research Using Topic Network Analysis

      • Deepak Sharma, Bijendra Kumar, Satish Chand
      Pages 34-47

    6. Impact of Ontology on Databases

      • Mohini Goyal, Geeta Rani
      Pages 48-60

    7. Design and Implementation of Virtual Hadoop Cluster on Private Cloud

      • Garima Singh, Anil Kumar Singh
      Pages 61-71

    8. Healthcare Waste Management and Application Through Big Data Analytics

      • Poorti Sahni, Ginni Arora, Ashwani Kumar Dubey
      Pages 72-79

    9. Detecting Internet Addiction Disorder Using Bayesian Networks

      • Anju Singh, Sakshi Babbar
      Pages 80-95

    10. A Semantic Web-Based Framework for Information Retrieval in E-Learning Systems

      • Olaperi Yeside Sowunmi, Sanjay Misra, Nicholas Omoregbe, Robertas Damasevicius, Rytis MaskeliÅ«nas
      Pages 96-106

    11. A Database for Handwritten Yoruba Characters

      • Samuel Ojumah, Sanjay Misra, Adewole Adewumi
      Pages 107-115

    12. Facial Expression Recognition for Motor Impaired Users

      • Krishna Sehgal, Sanchit Goel, Rachna Jain
      Pages 116-125

    13. Document Oriented NoSQL Databases: An Empirical Study

      • Omji Mishra, Pooja Lodhi, Shikha Mehta
      Pages 126-136

  3. Data Centric Programming

    1. Front Matter

      Pages 137-137
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    2. A Survey of Techniques Used in Processing and Mining of Medical Images

      • Sudhriti Sengupta, Neetu Mittal, Megha Modi
      Pages 139-155

    3. Weighted Fuzzy KNN Optimized by Simulated Annealing for Classification of Large Data: A New Approach to Skin Detection

      • Swati Aggarwal, Lehar Bhandari, Karan Kapoor, Jaswin Kaur
      Pages 156-163

    4. Comparative Analysis of Edge Detection Techniques for Medical Images of Different Body Parts

      • Bhawna Dhruv, Neetu Mittal, Megha Modi
      Pages 164-176

    5. Classifier Dependent Dimensionality Reduction for Resource Restricted Environments

      • Divyanshu Kalra, Chaitanya Dwivedi, Swati Aggarwal
      Pages 177-186

    6. Improving Road Safety in India Using Data Mining Techniques

      • Gaurav, Zunaid Alam
      Pages 187-194
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  1. Data Science and Analytics

Keywords

About this book

This book constitutes the refereed proceedings of the 4th International Conference on Recent Developments in Science, Engineering and Technology, REDSET 2017, held in Gurgaon, India, in October 2017.

The 66 revised full papers presented were carefully reviewed and selected from 329 submissions. The papers are organized in topical sections on big data analysis, data centric programming, next generation computing, social and web analytics, security in data science analytics.

Editors and Affiliations

  • University of Arkansas, Fayetteville, USA

    Brajendra Panda

  • GD Goenka University, Gurugram, India

    Sudeep Sharma, Nihar Ranjan Roy

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