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020 _a9783642248009
_9978-3-642-24800-9
024 7 _a10.1007/978-3-642-24800-9
_2doi
050 4 _aQA76.9.D3
072 7 _aUN
_2bicssc
072 7 _aCOM021000
_2bisacsh
072 7 _aUN
_2thema
082 0 4 _a005.74
_223
245 1 0 _aAdvances in Intelligent Data Analysis X
_h[electronic resource] :
_b10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011, Proceedings /
_cedited by João Gama, Elizabeth Bradley, Jaakko Hollmen.
250 _a1st ed. 2011.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2011.
300 _aXIV, 425 p. 144 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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490 1 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
_x2946-1642 ;
_v7014
520 _aThis book constitutes the refereed proceedings of the 10th International Conference on Intelligent Data Analysis, IDA 2011, held in Porto, Portugal, in October 2011. The 19 revised full papers and 16 revised poster papers resented together with 3 invited papers were carefully reviewed and selected from 73 submissions. All current aspects of intelligent data analysis are addressed, particularly intelligent support for modeling and analyzing complex, dynamical systems. The papers offer intelligent support for understanding evolving scientific and social systems including data collection and acquisition, such as crowd sourcing; data cleaning, semantics and markup; searching for data and assembling datasets from multiple sources; data processing, including workflows, mixed-initiative data analysis, and planning; data and information fusion; incremental, mixed-initiative model development, testing and revision; and visualization and dissemination of results; etc.
650 0 _aDatabase management.
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650 0 _aApplication software.
_9137226
650 0 _aArtificial intelligence.
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650 0 _aInformation storage and retrieval systems.
_922213
650 0 _aAlgorithms.
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650 0 _aData mining.
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650 1 4 _aDatabase Management.
_93157
650 2 4 _aComputer and Information Systems Applications.
_9137227
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aInformation Storage and Retrieval.
_923927
650 2 4 _aAlgorithms.
_93390
650 2 4 _aData Mining and Knowledge Discovery.
_9137228
700 1 _aGama, João.
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_9137229
700 1 _aBradley, Elizabeth.
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700 1 _aHollmen, Jaakko.
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710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783642248016
830 0 _aInformation Systems and Applications, incl. Internet/Web, and HCI,
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_9137233
856 4 0 _uhttps://doi.org/10.1007/978-3-642-24800-9
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