Big Data Analytics: 6th International Conference, BDA 2018, Warangal, India, December 18–21, 2018, Proceedings

Front Matter ....Pages I-XV
Front Matter ....Pages 1-1
 Fault Tolerant Data Stream Processing in Cooperation with OLTP Engine  (Yoshiharu Ishikawa, Kento Sugiura, Daiki Takao)....Pages 3-14
 Blockchain-Powered Big Data Analytics Platform  (Hoang Tam Vo, Mukesh Mohania, Dinesh Verma, Lenin Mehedy)....Pages 15-32
 Humble Data Management to Big Data Analytics/Science: A Retrospective Stroll  (Sharma Chakravarthy, Abhishek Santra, Kanthi Sannappa Komar)....Pages 33-54
 Fusion of Game Theory and Big Data for AI Applications  (Praveen Paruchuri, Sujit Gujar)....Pages 55-69
Front Matter ....Pages 71-71
 Distributed Financial Calculation Framework on Cloud Computing Environment  (Rao Casturi, Rajshekhar Sunderraman)....Pages 73-88
 Testing Concept Drift Detection Technique on Data Stream  (Narinder Singh Punn, Sonali Agarwal)....Pages 89-99
 Homogenous Ensemble of Time-Series Models for Indian Stock Market  (Sourabh Yadav, Nonita Sharma)....Pages 100-114
 Improving Time Series Forecasting Using Mathematical and Deep Learning Models  (Mohit Gupta, Ayushi Asthana, Nishant Joshi, Pulkit Mehndiratta)....Pages 115-125
 Emerging Technologies and Opportunities for Innovation in Financial Data Analytics: A Perspective  (Anirban Mondal, Atul Singh)....Pages 126-136
Front Matter ....Pages 137-137
 Design of the Cogno Web Observatory for Characterizing Online Social Cognition  (Srinath Srinivasa, Raksha Pavagada Subbanarasimha)....Pages 139-154
 Automated Credibility Assessment of Web Page Based on Genre  (Shriyansh Agrawal, S. Lalit Mohan, Y. Raghu Reddy)....Pages 155-169
 CbI: Improving Credibility of User-Generated Content on Facebook  (Sonu Gupta, Shelly Sachdeva, Prateek Dewan, Ponnurangam Kumaraguru)....Pages 170-187
 A Parallel Approach to Detect Communities in Evolving Networks  (Keshab Nath, Swarup Roy)....Pages 188-203
 Modeling Sparse and Evolving Data  (Shivani Batra, Shelly Sachdeva, Aayushi Bansal, Suyash Bansal)....Pages 204-214
Front Matter ....Pages 215-215
 Polystore Data Management Systems for Managing Scientific Data-sets in Big Data Archives  (Rashmi Girirajkumar Patidar, Shashank Shrestha, Subhash Bhalla)....Pages 217-227
 MPP SQL Query Optimization with RTCG  (K. T. Sridhar, M. A. Sakkeer, Shiju Andrews, Jimson Johnson)....Pages 228-249
 Big Data Analytics Framework for Spatial Data  (Purnima Shah, Sanjay Chaudhary)....Pages 250-265
 An Ingestion Based Analytics Framework for Complex Event Processing Engine in Internet of Things  (Sanket Mishra, Mohit Jain, B. Siva Naga Sasank, Chittaranjan Hota)....Pages 266-281
 An Energy-Efficient Greedy MapReduce Scheduler for Heterogeneous Hadoop YARN Cluster  (Vaibhav Pandey, Poonam Saini)....Pages 282-291
Front Matter ....Pages 293-293
 Analysis of Narcolepsy Based on Single-Channel EEG Signals  (Jialin Wang, Yanchun Zhang, Qinying Ma)....Pages 295-306
 Formal Methods, Artificial Intelligence, Big-Data Analytics, and Knowledge Engineering in Medical Care to Reduce Disease Burden and Health Disparities  (Sakthi Ganesh, Asoke K. Talukder)....Pages 307-321
 Adaboost.RT Based Soil N-P-K Prediction Model for Soil and Crop Specific Data: A Predictive Modelling Approach  (Rashmi Priya, Dharavath Ramesh)....Pages 322-331
Front Matter ....Pages 333-333
 Deep Neural Network Based Image Captioning  (Anurag Tripathi, Siddharth Srivastava, Ravi Kothari)....Pages 335-347
 Oversample Based Large Scale Support Vector Machine for Online Class Imbalance Problem  (D. Himaja, T. Maruthi Padmaja, P. Radha Krishna)....Pages 348-362
 Using Crowd Sourced Data for Music Mood Classification  (Ashish Kumar Patel, Satyendra Singh Chouhan, Rajdeep Niyogi)....Pages 363-375
 Applying Big Data Intelligence for Real Time Machine Fault Prediction  (Amrit Pal, Manish Kumar)....Pages 376-391
 PRISMO: Priority Based Spam Detection Using Multi Optimization  (Mohit Agrawal, R. Leela Velusamy)....Pages 392-401
 Malware Detection Using Machine Learning and Deep Learning  (Hemant Rathore, Swati Agarwal, Sanjay K. Sahay, Mohit Sewak)....Pages 402-411
 Spatial Co-location Pattern Mining  (Venkata M. V. Gunturi)....Pages 412-421
Back Matter ....Pages 423-424