Big data analytics

Big data analytics

by Govindaraju, Venugopal Raghavan, Vijay Rao, C. R.

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Title Statements

  • Full title :Big data analytics / edited by Venu Govindaraju (Department of Computer Science and Engineering, State University of New York, New York, USA), Vijay V. Raghavan (University of Lousiana at Lafayette), C.R. Rao (C.R. Rao AIMSCS, University of Hyderabad Campus, Hyderabad, India).

Edition Statements

  • Publication Date:©2015

Publication Statements

The Physical Object

  • Description:xvii, 372 pages : : illustrations ; : 24 cm.

Edition Identifiers

  • ISBN:0444634924, 9780444634924
  • oclc:ocn918972799
  • LC Classification:QA76.9.D343
  • Dewey Decimal:005.7

Table of Contents

A. Modeling and analytics -- Document informatics for scientific learning and accelerated discovery -- An introduction to rare event simulation and importance sampling -- A large-scale study of language usage as a cognitive biometric trait -- Customer selection utilizing big data analytics -- Continuous model selection for large-scale recommender systems -- Zero-knowledge mechanisms for private release of social graph summarization -- Distributed confidence-weighted classification on big data platforms -- B. Applications and infrastructure -- Big data applications in health sciences and epidemiology -- Big data driven natural language processing research and applications -- Analyzing big spatial and big spatiotemporal data : a case study of methods and applications -- Experimental computational simulation environments for big data analytic in social sciences -- Terabyte-scale image similarity search -- Measuring inter-site engagement in a network of sites -- Scaling RDF triple stores in size and performance : modeling SPARQL queries as graph homomorphism routines.

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Subjects

Big data Big data -- Statistical methods Données volumineuses Données volumineuses -- Méthodes statis…

Writers

Govindaraju, Venugopal Raghavan, Vijay Rao, C. R.

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