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024 7 $a10.1007/978-3-662-46335-2$2doi
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037 $acom.springer.onix.9783662463352$bSpringer Nature
050 4 $aQA76.9.D37$bT73 2015eb
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245 00 $aTransactions on large-scale data- and knowledge-centered systems XVII :$bselected papers from DaWaK 2013 /$cAbdelkader Hameurlain, Josef Küng, Roland Wagner, Ladjel Bellatreche, Mukesh Mohania (eds.).
246 3 $aTransactions on large-scale data- and knowledge-centered systems 17
264 1 $aHeidelberg :$bSpringer,$c[2015]
264 4 $c©2015
300 $a1 online resource (xiii, 129 pages) :$billustrations
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
347 $atext file$bPDF$2rda
490 1 $aLecture Notes in Computer Science,$x0302-9743 ;$v8970
500 $aIncludes author index.
588 0 $aOnline resource; title from PDF title page (SpringerLink, viewed February 9, 2015).
505 0 $aData Warehouse Processing Scale-Up for Massive Concurrent Queries with SPIN -- An Uncoupled Data Process and Transfer Model for Map Reduce -- Enhanced Fast Causal Network Inference over Event Streams -- Learning Through Non-linearly Supervised Dimensionality Reduction -- Metrics for Association Rule Clustering Assessment.
520 $aThe LNCS journal Transactions on Large-Scale Data- and Knowledge-Centered Systems focuses on data management, knowledge discovery and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This, the 17th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of five papers, selected from the 24 full and 8 short papers presented at the 15th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2013, held in Prague, The Czech Republic, in August 2013. Of the five papers, two cover data warehousing aspects related to query processing optimization in advanced platforms, specifically Map Reduce and parallel databases, and three cover knowledge discovery, specifically the causal network inference problem, dimensionality reduction, and the quality-of-pattern-mining task.
650 0 $aData warehousing$vCongresses.
650 0 $aData mining$vCongresses.
650 7 $aData mining.$2fast$0(OCoLC)fst00887946
650 7 $aData warehousing.$2fast$0(OCoLC)fst00888026
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653 00 $acomputer analysis
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653 00 $akunstmatige intelligentie
653 00 $aartificial intelligence
653 00 $adatamining
653 00 $adata mining
653 00 $adatabasebeheer
653 00 $adatabase management
653 10 $aInformation and Communication Technology (General)
653 10 $aInformatie- en communicatietechnologie (algemeen)
655 0 $aElectronic books.
655 4 $aElectronic books.
655 7 $aConference papers and proceedings.$2fast$0(OCoLC)fst01423772
700 1 $aHameurlain, Abdelkader.$4edt
700 1 $aKüng, Josef,$d1962-$4edt
700 1 $aWagner, Roland R.$4edt
700 1 $aBellatreche, Ladjel,$d1968-$4edt
700 1 $aMohania, Mukesh.$4edt
711 2 $aDaWaK (Conference)$n(15th :$d2013 :$cPrague, Czech Republic)
776 08 $iPrinted edition:$z9783662463345
830 0 $aLecture notes in computer science ;$v8970.$x1611-3349
830 0 $aTransactions on large-scale data- and knowledge-centered systems ;$v17.$w(NL-LeOCL)321419510
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856 40 $3SpringerLink$uhttps://doi.org/10.1007/978-3-662-46335-2
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856 40 $3SpringerLink$uhttp://link.springer.com/10.1007/978-3-662-46335-2
856 40 $3SpringerLink$uhttps://link.springer.com/openurl?genre=book&isbn=978-3-662-46334-5
856 40 $3SpringerLink$uhttps://link.springer.com/10.1007/978-3-662-46335-2
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856 40 $uhttp://dx.doi.org/10.1007/978-3-662-46335-2$zAn electronic book accessible through the World Wide Web; click to view
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