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024 7 _a10.1007/978-3-662-49214-7
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245 1 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems XXIV
_h[electronic resource] :
_bSpecial Issue on Database- and Expert-Systems Applications /
_cedited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Hendrik Decker, Lenka Lhotska, Sebastian Link.
250 _a1st ed. 2016.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2016.
300 _aXI, 221 p. 77 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v9510
505 0 _aReflective Constraint Writing -- PPP-Codes for Large-Scale Similarity Searching -- Solving Data Mismatches in Bioinformatics Workflows by Generating Data Converters -- A Framework for Sampling-Based XML Data Pricing -- kdANN+: A Rapid AkNN Classifier for Big Data -- Optimizing Inter-Data-Center Large-Scale Database Parallel Replication with Workload-Driven Partitioning -- Anonymization of Data Sets with NULL Values.
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 24th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains extended and revised versions of seven papers presented at the 25th International Conference on Database and Expert Systems Applications, DEXA 2014, held in Munich, Germany, in September 2014. Following the conference, and two further rounds of reviewing and selection, six extended papers and one invited keynote paper were chosen for inclusion in this special issue. Topics covered include systems modeling, similarity search, bioinformatics, data pricing, k-nearest neighbor querying, database replication, and data anonymization.
650 0 _aInformation storage and retrieval systems.
_922213
650 0 _aDatabase management.
_93157
650 0 _aData mining.
_93907
650 0 _aArtificial intelligence.
_93407
650 0 _aAlgorithms.
_93390
650 0 _aComputer science.
_99832
650 1 4 _aInformation Storage and Retrieval.
_923927
650 2 4 _aDatabase Management.
_93157
650 2 4 _aData Mining and Knowledge Discovery.
_9163694
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aAlgorithms.
_93390
650 2 4 _aTheory of Computation.
_9163695
700 1 _aHameurlain, Abdelkader.
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700 1 _aKüng, Josef.
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700 1 _aWagner, Roland.
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700 1 _aDecker, Hendrik.
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700 1 _aLhotska, Lenka.
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700 1 _aLink, Sebastian.
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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:
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830 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
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856 4 0 _uhttps://doi.org/10.1007/978-3-662-49214-7
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