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

  • Brajendra Panda
  • Sudeep Sharma
  • Nihar Ranjan Roy
Conference proceedings REDSET 2017

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

Table of contents

  1. Front Matter
    Pages I-XIX
    PDF

  2. Big Data Analytics

    1. Front Matter
      Pages 1-1
      PDF
    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 Maskeliūnas
      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
      PDF
    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

About these proceedings

Introduction

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.

Keywords

computer science informatics conference proceedings research applications

Editors and affiliations

  1. 1.University of ArkansasFayettevilleUSA
  2. 2.GD Goenka UniversityGurugramIndia
  3. 3.GD Goenka UniversityGurugramIndia

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-8527-7
  • Copyright Information Springer Nature Singapore Pte Ltd. 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Business and Management
  • Print ISBN 978-981-10-8526-0
  • Online ISBN 978-981-10-8527-7
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • About this book
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