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020 _a9783662681008
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024 7 _a10.1007/978-3-662-68100-8
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245 1 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems LV
_h[electronic resource] /
_cedited by Abdelkader Hameurlain, A Min Tjoa.
250 _a1st ed. 2023.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2023.
300 _aIX, 127 p. 49 illus., 39 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 ;
_v14280
505 0 _aLife Science Workflow Services (LifeSWS): motivations and architecture -- The Power of Weak Signals: A Twitter Analysis on Game of Thrones’ Final Season -- Engineering Runtime Root Cause Analysis of Detected Anomalies -- Characterisation of the IPFS public network from DHT requests -- Customized Concept Weighting: A Neural Network Approach.
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. This, the 55th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains five fully revised regular papers covering a wide range of very hot topics in the fields of data driven science life science, workflows, weak signals, online social networks, root cause analysis, detected anomalies, analysis of interplanetary file systems, concept weighting in knowledge graphs,and neural networks.
650 0 _aApplication software.
650 0 _aData mining.
650 0 _aInformation storage and retrieval systems.
650 1 4 _aComputer and Information Systems Applications.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aInformation Storage and Retrieval.
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:
_z9783662680995
776 0 8 _iPrinted edition:
_z9783662681015
830 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v14280
856 4 0 _uhttps://doi.org/10.1007/978-3-662-68100-8
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912 _aZDB-2-SXCS
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