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020 _a9783662645536
_9978-3-662-64553-6
024 7 _a10.1007/978-3-662-64553-6
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245 1 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems L
_h[electronic resource] /
_cedited by Abdelkader Hameurlain, A Min Tjoa.
250 _a1st ed. 2021.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2021.
300 _aVII, 117 p. 32 illus., 26 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v12930
505 0 _aA Parallel Quasi-identifier Discovery Scheme for Dependable Data Anonymisation -- Towards Symbolic Time Series Representation Improved by Kernel Density Estimators -- Anomaly Detection in Time Series -- Designing Intelligent Marine Framework Based on Complex Adaptive System Principle -- Data Item Quality for Biobanks.
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 (e.g., computing resources, services, metadata, data sources) 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. This, the 50th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains five fully revised selected regular papers. Topics covered include data anonymization, quasi-identifier discovery methods, symbolic time series representation, detection of anomalies in time series, data quality management in biobanks, and the use of multi-agent technology in the design of intelligent systems for maritime transport.
650 0 _aApplication software.
650 0 _aSoftware engineering.
650 0 _aData structures (Computer science).
650 0 _aInformation theory.
650 0 _aData mining.
650 1 4 _aComputer and Information Systems Applications.
650 2 4 _aSoftware Engineering.
650 2 4 _aData Structures and Information Theory.
650 2 4 _aData Mining and Knowledge Discovery.
700 1 _aHameurlain, Abdelkader.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aTjoa, A Min.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662645529
776 0 8 _iPrinted edition:
_z9783662645543
830 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v12930
856 4 0 _uhttps://doi.org/10.1007/978-3-662-64553-6
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912 _aZDB-2-SXCS
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