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020 _a9783642355424
_9978-3-642-35542-4
024 7 _a10.1007/978-3-642-35542-4
_2doi
050 4 _aQA76.76.A65
072 7 _aUB
_2bicssc
072 7 _aCOM005000
_2bisacsh
072 7 _aUX
_2thema
082 0 4 _a005.3
_223
245 1 0 _aBig Data Analytics
_h[electronic resource] :
_bFirst International Conference, BDA 2012, New Delhi, India, December 24-26, 2012, Proceedings /
_cedited by Srinath Srinivasa, Vasudha Bhatnagar.
250 _a1st ed. 2012.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2012.
300 _aXIV, 181 p. 83 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v7678
505 0 _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.
520 _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.
650 0 _aApplication software.
650 0 _aArtificial intelligence.
650 0 _aDatabase management.
650 0 _aInformation storage and retrieval systems.
650 0 _aData mining.
650 0 _aAlgorithms.
650 1 4 _aComputer and Information Systems Applications.
650 2 4 _aArtificial Intelligence.
650 2 4 _aDatabase Management.
650 2 4 _aInformation Storage and Retrieval.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aAlgorithms.
700 1 _aSrinivasa, Srinath.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBhatnagar, Vasudha.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642355417
776 0 8 _iPrinted edition:
_z9783642355431
830 0 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v7678
856 4 0 _uhttps://doi.org/10.1007/978-3-642-35542-4
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cSPRINGER
999 _c184398
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