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024 7 $a10.1007/978-3-642-35542-4
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100   $a20121214d2012      u|             0
101 0 $aeng
135   $aurnn#008mamaa
181   $ctxt
182   $cc
183   $acr
200 10$aBig Data Analytics$b[electronic resource] $eFirst International Conference, BDA 2012, New Delhi, India, December 24-26, 2012, Proceedings /$fedited by Srinath Srinivasa, Vasudha Bhatnagar
205   $a1st ed. 2012.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2012.
215   $a1 online resource (XIV, 181 p. 83 illus.)
225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v7678
300   $aBibliographic Level Mode of Issuance: Monograph
311   $a3-642-35541-2 
320   $aIncludes bibliographical references and index.
327   $aPerspectives on Big Data Analytics -- Scalable Analytics ? Algorithms and Systems -- Big-Data ? Theoretical, Engineering and Analytics Perspective -- Data Analytics Applications -- A Comparison of Statistical Machine Learning Methods in Heartbeat Detection and Classification -- Enhanced Query-By-Object Approach for Information Requirement Elicitation in Large Databases -- Cloud Computing and Big Data Analytics: What Is New from Databases Perspective? -- A Model of Virtual Crop Labs as a Cloud Computing Application for Enhancing Practical Agricultural Education -- Knowledge Discovery through Information Extraction -- Exploiting Schema and Documentation for Summarizing Relational Databases -- Faceted Browsing over Social Media -- Analog Textual Entailment and Spectral Clustering (ATESC) Based Summarization -- Economics of Gold Price Movement-Forecasting Analysis Using Macro-economic, Investor Fear and Investor Behavior Features -- Data Models in Analytics -- An Efficient Method of Building an Ensemble of Classifiers in Streaming Data -- I/O Efficient Algorithms for Block Hessenberg Reduction Using Panel Approach -- Luring Conditions and Their Proof of Necessity through Mathematical Modelling -- Efficient Recommendation for Smart TV Contents -- Materialized View Selection Using Simulated Annealing.
330   $aThis book constitutes the refereed proceedings of the First International Conference on Big Data Analytics, BDA 2012, held in New Delhi, India, in December 2012. The 5 regular papers and 5 short papers presented were carefully reviewed and selected from 42 submissions. The volume also contains two tutorial papers in the section perspectives on big data analytics. The regular contributions are organized in topical sections on: data analytics applications; knowledge discovery through information extraction; and data models in analytics.
410  0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v7678
606   $aApplication software
606   $aArtificial intelligence
606   $aDatabase management
606   $aInformation storage and retrieval
606   $aData mining
606   $aAlgorithms
606   $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040
606   $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000
606   $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024
606   $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032
606   $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030
606   $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021
615  0$aApplication software.
615  0$aArtificial intelligence.
615  0$aDatabase management.
615  0$aInformation storage and retrieval.
615  0$aData mining.
615  0$aAlgorithms.
615 14$aInformation Systems Applications (incl. Internet).
615 24$aArtificial Intelligence.
615 24$aDatabase Management.
615 24$aInformation Storage and Retrieval.
615 24$aData Mining and Knowledge Discovery.
615 24$aAlgorithm Analysis and Problem Complexity.
676   $a006.3/12
702   $aSrinivasa$b Srinath$4edt$4http://id.loc.gov/vocabulary/relators/edt
702   $aBhatnagar$b Vasudha$4edt$4http://id.loc.gov/vocabulary/relators/edt
712 12$aBDA 2012
906   $aBOOK
912   $a996465939903316
996   $aBig data analytics$91523196
997   $aUNISA