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020 _a9783662680148
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024 7 _a10.1007/978-3-662-68014-8
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245 1 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems LIV
_h[electronic resource] :
_bSpecial Issue on Data Management - Principles, Technologies, and Applications /
_cedited by Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani.
250 _a1st ed. 2023.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2023.
300 _aIX, 133 p. 51 illus., 37 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 ;
_v14160
505 0 _aClock-G: Temporal graph management system -- TSPredIT: Integrated tuning of data preprocessing and time series prediction models -- A guide to the Tucker tensor decomposition for data mining: exploratory analysis, clustering and classification -- Challenges for Healthcare Data Analytics over Knowledge Graphs -- From Database Repairs to Causality in Databases and Beyond.
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 54th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains three fully revised and extended papers and two additional extended keynotes selected from the 38th conference on Data Management - Principles, Technologies and Applications, BDA 2022. The topics cover a wide range of timely data management research topics on Temporal Graph Management, Tensor-based Data Mining, Time-Series Prediction, Healthcare Analytics over Knowledge Graphs, and Explanation of Database Query Answers.
650 0 _aApplication software.
_9164983
650 0 _aData mining.
_93907
650 0 _aInformation storage and retrieval systems.
_922213
650 1 4 _aComputer and Information Systems Applications.
_9164984
650 2 4 _aData Mining and Knowledge Discovery.
_9164985
650 2 4 _aInformation Storage and Retrieval.
_923927
700 1 _aHameurlain, Abdelkader.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9164986
700 1 _aTjoa, A Min.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9164987
700 1 _aBoucelma, Omar.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9164988
700 1 _aToumani, Farouk.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9164989
710 2 _aSpringerLink (Online service)
_9164990
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783662680131
776 0 8 _iPrinted edition:
_z9783662680155
830 0 _aTransactions on Large-Scale Data- and Knowledge-Centered Systems,
_x2510-4942 ;
_v14160
_9164991
856 4 0 _uhttps://doi.org/10.1007/978-3-662-68014-8
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