TY - BOOK AU - Govindaraju, V. AU - Raghavan, V. V. AU - Rao, C. R. TI - Big Data Analytics SN - 9780444634927 U1 - 006.312 PY - 2016/// CY - Amsterdam PB - Elsevier KW - Big Data - Statistical Methods KW - Data Mining N1 - Part A: Modeling and Analytics 1. Document Informatics for Scientific Learning and Accelerated Discovery 2. An Introduction to Rare Event Simulation and Importance Sampling 3. A Large-Scale Study of Language Usage as a Cognitive Biometric Trait 4. Customer Selection Utilizing Big Data Analytics 5. Continuous Model Selection for Large-Scale Recommender Systems 6. Zero-Knowledge Mechanisms for Private Release of Social Graph Summarization 7. Distributed Confidence-Weighted Classification on Big Data Platforms Part B: Applications and Infrastructure 8. Big Data Applications in Health Sciences and Epidemiology 9. Big Data Driven Natural Language Processing Research and Applications 10. Analyzing Big Spatial and Big Spatiotemporal Data: A Case Study of Methods and Applications 11. Experimental Computational Simulation Environments for Big Data Analytic in Social Sciences 12. Terabyte-Scale Image Similarity Search 13. Measuring Inter-site Engagement in a Network of Sites 14. Scaling RDF Triple Stores in Size and Performance: Modeling SPARQL Queries as Graph Homomorphism Routines ER -