Data Science and Analytics

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

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.

• computer systems
• artificial intelligence
• computer networks
• telecommunication systems
• databases
• signal processing

• University of Arkansas, Fayetteville, USA

  Brajendra Panda

• GD Goenka University, Gurugram, India

  Sudeep Sharma, Nihar Ranjan Roy

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