Data Science and Analytics

Front Matter ....Pages I-XIX
Front Matter ....Pages 1-1
 System Behavior Analysis in the Urea Fertilizer Industry  (Arun Kumar, Pardeep Goel, Deepika Garg, Atma Sahu)....Pages 3-16
 Performance Analysis of Machine Learning Techniques on Big Data Using Apache Spark  (Garima Mogha, Khyati Ahlawat, Amit Prakash Singh)....Pages 17-26
 A Comparative Study of Consumption Behavior of Pharmaceutical Drugs  (Keerti Jain, Priyanka Sharma, Medathati Jayalakshmi)....Pages 27-33
 Trend Analysis of Machine Learning Research Using Topic Network Analysis  (Deepak Sharma, Bijendra Kumar, Satish Chand)....Pages 34-47
 Impact of Ontology on Databases  (Mohini Goyal, Geeta Rani)....Pages 48-60
 Design and Implementation of Virtual Hadoop Cluster on Private Cloud  (Garima Singh, Anil Kumar Singh)....Pages 61-71
 Healthcare Waste Management and Application Through Big Data Analytics  (Poorti Sahni, Ginni Arora, Ashwani Kumar Dubey)....Pages 72-79
 Detecting Internet Addiction Disorder Using Bayesian Networks  (Anju Singh, Sakshi Babbar)....Pages 80-95
 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
 A Database for Handwritten Yoruba Characters  (Samuel Ojumah, Sanjay Misra, Adewole Adewumi)....Pages 107-115
 Facial Expression Recognition for Motor Impaired Users  (Krishna Sehgal, Sanchit Goel, Rachna Jain)....Pages 116-125
 Document Oriented NoSQL Databases: An Empirical Study  (Omji Mishra, Pooja Lodhi, Shikha Mehta)....Pages 126-136
Front Matter ....Pages 137-137
 A Survey of Techniques Used in Processing and Mining of Medical Images  (Sudhriti Sengupta, Neetu Mittal, Megha Modi)....Pages 139-155
 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
 Comparative Analysis of Edge Detection Techniques for Medical Images of Different Body Parts  (Bhawna Dhruv, Neetu Mittal, Megha Modi)....Pages 164-176
 Classifier Dependent Dimensionality Reduction for Resource Restricted Environments  (Divyanshu Kalra, Chaitanya Dwivedi, Swati Aggarwal)....Pages 177-186
 Improving Road Safety in India Using Data Mining Techniques  ( Gaurav, Zunaid Alam)....Pages 187-194
 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
 Effects of Partial Dependency of Features and Feature Selection Procedure Over the Plant Leaf Image Classification  (Arun Kumar, Poonam Saini)....Pages 208-225
 Performance Measure Based Segmentation Techniques for Skin Cancer Detection  (Ginni Arora, Ashwani Kumar Dubey, Zainul Abdin Jaffery)....Pages 226-233
 Effectiveness of Region Growing Based Segmentation Technique for Various Medical Images - A Study  (Manju Dabass, Sharda Vashisth, Rekha Vig)....Pages 234-259
 Biomedical Image Enhancement Using Different Techniques - A Comparative Study  (Jyoti Dabass, Rekha Vig)....Pages 260-286
 Using Variant Directional Dis(similarity) Measures for the Task of Textual Entailment  (Anand Gupta, Manpreet Kaur, Disha Garg, Karuna Saini)....Pages 287-297
 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
 Unit Testing in Global Software Development Environment  (Sanjay Misra, Adewole Adewumi, Rytis Maskeliūnas, Robertas Damaševičius, Ferid Cafer)....Pages 309-317
Front Matter ....Pages 319-319
 Comparative Analysis of Different Load Balancing Algorithm Using Cloud Analyst  (Meeta Singh, Poonam Nandal, Deepa Bura)....Pages 321-329
 Performance Analysis of QoS Parameters During Vertical Handover Process Between Wi-Fi and WiMAX Networks  (Bhawna Narwal, Amar K. Mohapatra)....Pages 330-344
 Improving the Performance of Monostatic Pulse RADAR by Changing Waveform Design Using MATLAB  (Diksha Prakash, Shreya Prakash)....Pages 345-352
 Analysis and Detection of Ransomware Through Its Delivery Methods  (Keertika Gangwar, Subhranshu Mohanty, A. K. Mohapatra)....Pages 353-362
 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
 Analysis of COCOMO and UCP  (Bhawna Sharma, Rajendra Purohit)....Pages 372-379
 Review of Current Software Estimation Techniques  (Bhawna Sharma, Rajendra Purohit)....Pages 380-399
 Improved Bee Swarm Optimization Algorithm for Load Scheduling in Cloud Computing Environment  (Divya Chaudhary, Bijendra Kumar, Sakshi Sakshi, Rahul Khanna)....Pages 400-413
 Simulation and Application Performance Evaluation Using GPU Through CUDA C & Deep Learning in TensorFlow  (Ajeet Kumar, Abhishek Khanna)....Pages 414-424
 Significance of DITMC Technique for Capacity Enhancement in GSM and CDMA Networks  (Hemant Purohit, Parneet Kaur, Kanika Joshi)....Pages 425-433
 Dual Band Micro Strip Patch Antenna for UWB Application  (Arun Kumar, Manish Kumar Singh)....Pages 434-441
 Smartphone with Solar Charging Mechanism to Issue Alert During Rainfall Disaster  (Neeraj Kumar, Alka Agrawal, Raees Ahmad Khan)....Pages 442-449
 Performance Analysis of OSPF Routing Protocol Under Single and Multiple Link Failure  (Himanshi Saini, Amit Kumar Garg)....Pages 450-458
 Application of ICT by Small and Medium Enterprises in Ogun State Nigeria  (Oyediran Oyebiyi, Sanjay Misra, Rytis Maskeliūnas, Robertas Damaševičius)....Pages 459-471
Front Matter ....Pages 473-473
 Leveraging Movie Recommendation Using Fuzzy Emotion Features  (Mala Saraswat, Shampa Chakraverty)....Pages 475-483
 Analyzation and Detection of Cyberbullying: A Twitter Based Indian Case Study  (Aastha Sahni, Naveen Raja)....Pages 484-497
 Characterizing and Detecting Social Outrage on Twitter: Patel Reservation in Gujarat  (Sulbha Singh, Rajeev Pal)....Pages 498-515
 Optimizing Accuracy of Sentiment Analysis Using Deep Learning Based Classification Technique  (Jaspreet Singh, Gurvinder Singh, Rajinder Singh, Prithvipal Singh)....Pages 516-532
 Intuitionistic Fuzzy Shortest Path in a Multigraph  (Siddhartha Sankar Biswas, Bashir Alam, M. N. Doja)....Pages 533-540
 A Rough Set Based Approach for Web User Profiling  (Geeta Rani, Shampa Chakraverty)....Pages 541-553
 Analysis and Detection of Fruit Defect Using Neural Network  (Tanya Makkar, Seema Verma, Yogesh, Ashwani Kumar Dubey)....Pages 554-567
 Sentiment Analysis of Indians on GST  (Amogh Madan, Ridhima Arora, Nihar Ranjan Roy)....Pages 568-575
Front Matter ....Pages 577-577
 Virtual Consciousness from 3D to 4D Password: A Next Generation Security System Inspiration  (Saurabh Allawadhi, Nitin Kumar, Sanjib Kumar Sahu)....Pages 579-586
 Efficient and Secure Nearest Neighbor Search Over Encrypted Data in Cloud Environment  (Kaur Upinder, R. Suri Pushpa)....Pages 587-598
 RREQ Flood Attack and Its Mitigation in Ad Hoc Network  (Shweta Rani, Bhawna Narwal, Amar K. Mohapatra)....Pages 599-607
 A Study on Integrating Crypto-Stego Techniques to Minimize the Distortion  (Neha Sharma, Usha Batra)....Pages 608-615
 Performance Analysis of Cloud Data Verification Using MD5 and ECDSA Method  (G. L. Prakash, Manish Prateek, Inder Singh)....Pages 616-628
 Research Trends in Malware Detection on Android Devices  (Leesha Aneja, Sakshi Babbar)....Pages 629-642
 An Insightful View on Security and Performance of NoSQL Databases  (Upaang Saxena, Shelly Sachdeva)....Pages 643-653
Back Matter ....Pages 655-656