Data Science and Analytics: 4th International Conference

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.

Table of Contents

Chapter 1. System Behavior Analysis in the Urea Fertilizer Industry
Chapter 2. Performance Analysis of Machine Learning Techniques on Big Data Using Apache Spark
Chapter 3. A Comparative Study of Consumption Behavior of Pharmaceutical Drugs
Chapter 4. Trend Analysis of Machine Learning Research Using Topic Network Analysis
Chapter 5. Impact of Ontology on Databases
Chapter 6. Design and Implementation of Virtual Hadoop Cluster on Private Cloud
Chapter 7. Healthcare Waste Management and Application Through Big Data Analytics
Chapter 8. Detecting Internet Addiction Disorder Using Bayesian Networks
Chapter 9. A Semantic Web-Based Framework for Information Retrieval in E-Learning Systems
Chapter 10. A Database for Handwritten Yoruba Characters
Chapter 11. Facial Expression Recognition for Motor Impaired Users
Chapter 12. Document Oriented NoSQL Databases: An Empirical Study
Chapter 13. A Survey of Techniques Used in Processing and Mining of Medical Images
Chapter 14. Weighted Fuzzy KNN Optimized by Simulated Annealing for Classification of Large Data: A New Approach …
Chapter 15. Comparative Analysis of Edge Detection Techniques for Medical Images of Different Body Parts
Chapter 16. Classifier Dependent Dimensionality Reduction for Resource Restricted Environments
Chapter 17. Improving Road Safety in India Using Data Mining Techniques
Chapter 18. An Analytical Study to Find the Major Factors Behind the Great Smog of Delhi, 2016: Using Fundamental Data Sciences
Chapter 19. Effects of Partial Dependency of Features and Feature Selection Procedure Over the Plant Leaf Image …
Chapter 20. Performance Measure Based Segmentation Techniques for Skin Cancer Detection
Chapter 21. Effectiveness of Region Growing Based Segmentation Technique for Various Medical Images – A Study
Chapter 22. Biomedical Image Enhancement Using Different Techniques – A Comparative Study
Chapter 23. Using Variant Directional Dis(similarity) Measures for the Task of Textual Entailment
Chapter 24. Image Enhancement of Lemon Grasses Using Image Processing Techniques (Histogram Equalization)
Chapter 25. Unit Testing in Global Software Development Environment
Chapter 26. Comparative Analysis of Different Load Balancing Algorithm Using Cloud Analyst
Chapter 27. Performance Analysis of QoS Parameters During Vertical Handover Process Between Wi-Fi and WiMAX Networks
Chapter 28. Improving the Performance of Monostatic Pulse RADAR by Changing Waveform Design Using MATLAB
Chapter 29. Analysis and Detection of Ransomware Through Its Delivery Methods
Chapter 30. A Comparative Analysis of Various Regularization Techniques to Solve Overfitting Problem in Artifici …
Chapter 31. Analysis of COCOMO and UCP
Chapter 32. Review of Current Software Estimation Techniques
Chapter 33. Improved Bee Swarm Optimization Algorithm for Load Scheduling in Cloud Computing Environment
Chapter 34. Simulation and Application Performance Evaluation Using GPU Through CUDA C & Deep Learning in TensorFlow
Chapter 35. Significance of DITMC Technique for Capacity Enhancement in GSM and CDMA Networks
Chapter 36. Dual Band Micro Strip Patch Antenna for UWB Application
Chapter 37. Smartphone with Solar Charging Mechanism to Issue Alert During Rainfall Disaster
Chapter 38. Performance Analysis of OSPF Routing Protocol Under Single and Multiple Link Failure
Chapter 39. Application of ICT by Small and Medium Enterprises in Ogun State Nigeria
Chapter 40. Leveraging Movie Recommendation Using Fuzzy Emotion Features
Chapter 41. Analyzation and Detection of Cyberbullying: A Twitter Based Indian Case Study
Chapter 42. Characterizing and Detecting Social Outrage on Twitter: Patel Reservation in Gujarat
Chapter 43. Optimizing Accuracy of Sentiment Analysis Using Deep Learning Based Classification Technique
Chapter 44. Intuitionistic Fuzzy Shortest Path in a Multigraph
Chapter 45. A Rough Set Based Approach for Web User Profiling
Chapter 46. Analysis and Detection of Fruit Defect Using Neural Network
Chapter 47. Sentiment Analysis of Indians on GST
Chapter 48. Virtual Consciousness from 3D to 4D Password: A Next Generation Security System Inspiration
Chapter 49. Efficient and Secure Nearest Neighbor Search Over Encrypted Data in Cloud Environment
Chapter 50. RREQ Flood Attack and Its Mitigation in Ad Hoc Network
Chapter 51. A Study on Integrating Crypto-Stego Techniques to Minimize the Distortion
Chapter 52. Performance Analysis of Cloud Data Verification Using MD5 and ECDSA Method
Chapter 53. Research Trends in Malware Detection on Android Devices
Chapter 54. An Insightful View on Security and Performance of NoSQL Databases