000 03758nam a22005895i 4500
001 978-3-662-64553-6
003 DE-He213
005 20240730200611.0
007 cr nn 008mamaa
008 211125s2021 gw | s |||| 0|eng d
020 _a9783662645536
_9978-3-662-64553-6
024 7 _a10.1007/978-3-662-64553-6
_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 _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
_bPDF
_2rda
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.
_9164049
650 0 _aSoftware engineering.
_94138
650 0 _aData structures (Computer science).
_98188
650 0 _aInformation theory.
_914256
650 0 _aData mining.
_93907
650 1 4 _aComputer and Information Systems Applications.
_9164050
650 2 4 _aSoftware Engineering.
_94138
650 2 4 _aData Structures and Information Theory.
_931923
650 2 4 _aData Mining and Knowledge Discovery.
_9164051
700 1 _aHameurlain, Abdelkader.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9164052
700 1 _aTjoa, A Min.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9164053
710 2 _aSpringerLink (Online service)
_9164054
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
_9164055
856 4 0 _uhttps://doi.org/10.1007/978-3-662-64553-6
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cELN
999 _c96135
_d96135