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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

  • 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
    7. An Analytical Study to Find the Major Factors Behind the Great Smog of Delhi, 2016: Using Fundamental Data Sciences
      Deepak Kumar Sharma, Arushi Bhatt, Aditi Kumar
      Pages 195-207
    8. Effects of Partial Dependency of Features and Feature Selection Procedure Over the Plant Leaf Image Classification
      Arun Kumar, Poonam Saini
      Pages 208-225
    9. Performance Measure Based Segmentation Techniques for Skin Cancer Detection
      Ginni Arora, Ashwani Kumar Dubey, Zainul Abdin Jaffery
      Pages 226-233
    10. Effectiveness of Region Growing Based Segmentation Technique for Various Medical Images - A Study
      Manju Dabass, Sharda Vashisth, Rekha Vig
      Pages 234-259
    11. Biomedical Image Enhancement Using Different Techniques - A Comparative Study
      Jyoti Dabass, Rekha Vig
      Pages 260-286
    12. Using Variant Directional Dis(similarity) Measures for the Task of Textual Entailment
      Anand Gupta, Manpreet Kaur, Disha Garg, Karuna Saini
      Pages 287-297
    13. Image Enhancement of Lemon Grasses Using Image Processing Techniques (Histogram Equalization)
      Ofeoritse S. Temiatse, Sanjay Misra, Chitra Dhawale, Ravin Ahuja, Victor Matthews
      Pages 298-308
    14. Unit Testing in Global Software Development Environment
      Sanjay Misra, Adewole Adewumi, Rytis Maskeliūnas, Robertas Damaševičius, Ferid Cafer
      Pages 309-317

  4. Next Generation Computing

    1. Front Matter
      Pages 319-319
      PDF
    2. Comparative Analysis of Different Load Balancing Algorithm Using Cloud Analyst
      Meeta Singh, Poonam Nandal, Deepa Bura
      Pages 321-329
    3. Performance Analysis of QoS Parameters During Vertical Handover Process Between Wi-Fi and WiMAX Networks
      Bhawna Narwal, Amar K. Mohapatra
      Pages 330-344
    4. Improving the Performance of Monostatic Pulse RADAR by Changing Waveform Design Using MATLAB
      Diksha Prakash, Shreya Prakash
      Pages 345-352
    5. Analysis and Detection of Ransomware Through Its Delivery Methods
      Keertika Gangwar, Subhranshu Mohanty, A. K. Mohapatra
      Pages 353-362
    6. A Comparative Analysis of Various Regularization Techniques to Solve Overfitting Problem in Artificial Neural Network
      Shrikant Gupta, Rajat Gupta, Muneendra Ojha, K. P. Singh
      Pages 363-371
    7. Analysis of COCOMO and UCP
      Bhawna Sharma, Rajendra Purohit
      Pages 372-379
    8. Review of Current Software Estimation Techniques
      Bhawna Sharma, Rajendra Purohit
      Pages 380-399
    9. Improved Bee Swarm Optimization Algorithm for Load Scheduling in Cloud Computing Environment
      Divya Chaudhary, Bijendra Kumar, Sakshi Sakshi, Rahul Khanna
      Pages 400-413
    10. Simulation and Application Performance Evaluation Using GPU Through CUDA C & Deep Learning in TensorFlow
      Ajeet Kumar, Abhishek Khanna
      Pages 414-424
    11. Significance of DITMC Technique for Capacity Enhancement in GSM and CDMA Networks
      Hemant Purohit, Parneet Kaur, Kanika Joshi
      Pages 425-433
    12. Dual Band Micro Strip Patch Antenna for UWB Application
      Arun Kumar, Manish Kumar Singh
      Pages 434-441
    13. Smartphone with Solar Charging Mechanism to Issue Alert During Rainfall Disaster
      Neeraj Kumar, Alka Agrawal, Raees Ahmad Khan
      Pages 442-449
    14. Performance Analysis of OSPF Routing Protocol Under Single and Multiple Link Failure
      Himanshi Saini, Amit Kumar Garg
      Pages 450-458
    15. Application of ICT by Small and Medium Enterprises in Ogun State Nigeria
      Oyediran Oyebiyi, Sanjay Misra, Rytis Maskeliūnas, Robertas Damaševičius
      Pages 459-471

  5. Social and Web Analytics

    1. Front Matter
      Pages 473-473
      PDF
    2. Leveraging Movie Recommendation Using Fuzzy Emotion Features
      Mala Saraswat, Shampa Chakraverty
      Pages 475-483
    3. Analyzation and Detection of Cyberbullying: A Twitter Based Indian Case Study
      Aastha Sahni, Naveen Raja
      Pages 484-497
    4. Characterizing and Detecting Social Outrage on Twitter: Patel Reservation in Gujarat
      Sulbha Singh, Rajeev Pal
      Pages 498-515
    5. Optimizing Accuracy of Sentiment Analysis Using Deep Learning Based Classification Technique
      Jaspreet Singh, Gurvinder Singh, Rajinder Singh, Prithvipal Singh
      Pages 516-532
    6. Intuitionistic Fuzzy Shortest Path in a Multigraph
      Siddhartha Sankar Biswas, Bashir Alam, M. N. Doja
      Pages 533-540
    7. A Rough Set Based Approach for Web User Profiling
      Geeta Rani, Shampa Chakraverty
      Pages 541-553

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 Computer Science
  • Print ISBN 978-981-10-8526-0
  • Online ISBN 978-981-10-8527-7
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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