LEADER 03780nam 22006135 450 001 996550552403316 005 20230921200824.0 010 $a3-662-68014-9 024 7 $a10.1007/978-3-662-68014-8 035 $a(MiAaPQ)EBC30751514 035 $a(CKB)28276420000041 035 $a(Au-PeEL)EBL30751514 035 $a(DE-He213)978-3-662-68014-8 035 $a(PPN)272734179 035 $a(EXLCZ)9928276420000041 100 $a20230921d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aTransactions on Large-Scale Data- and Knowledge-Centered Systems LIV$b[electronic resource] $eSpecial Issue on Data Management - Principles, Technologies, and Applications /$fedited by Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani 205 $a1st ed. 2023. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2023. 215 $a1 online resource (141 pages) 225 1 $aTransactions on Large-Scale Data- and Knowledge-Centered Systems,$x2510-4942 ;$v14160 311 $a9783662680131 327 $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. 330 $aThe LNCS journal Transactions on Large-scale Data and Knowledge-Centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. This 54th issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains three fully revised and extended papers and two additional extended keynotes selected from the 38th conference on Data Management - Principles, Technologies and Applications, BDA 2022. The topics cover a wide range of timely data management research topics on Temporal Graph Management, Tensor-based Data Mining, Time-Series Prediction, Healthcare Analytics over Knowledge Graphs, and Explanation of Database Query Answers. 410 0$aTransactions on Large-Scale Data- and Knowledge-Centered Systems,$x2510-4942 ;$v14160 606 $aApplication software 606 $aData mining 606 $aInformation storage and retrieval systems 606 $aComputer and Information Systems Applications 606 $aData Mining and Knowledge Discovery 606 $aInformation Storage and Retrieval 615 0$aApplication software. 615 0$aData mining. 615 0$aInformation storage and retrieval systems. 615 14$aComputer and Information Systems Applications. 615 24$aData Mining and Knowledge Discovery. 615 24$aInformation Storage and Retrieval. 676 $a005.3 700 $aHameurlain$b Abdelkader$01380566 701 $aTjoa$b A. Min$0909730 701 $aBoucelma$b Omar$01429357 701 $aToumani$b Farouk$01429358 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996550552403316 996 $aTransactions on Large-Scale Data- and Knowledge-Centered Systems LIV$93568331 997 $aUNISA