LEADER 05994nam 22007455 450 001 996466458903316 005 20200706083951.0 010 $a3-662-55608-1 024 7 $a10.1007/978-3-662-55608-5 035 $a(CKB)4340000000061669 035 $a(DE-He213)978-3-662-55608-5 035 $a(MiAaPQ)EBC6303204 035 $a(MiAaPQ)EBC5581124 035 $a(Au-PeEL)EBL5581124 035 $a(OCoLC)999401527 035 $a(PPN)203668944 035 $a(EXLCZ)994340000000061669 100 $a20170728d2017 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aTransactions on Large-Scale Data- and Knowledge-Centered Systems XXXII$b[electronic resource] $eSpecial Issue on Big Data Analytics and Knowledge Discovery /$fedited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Sanjay Madria, Takahiro Hara 205 $a1st ed. 2017. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2017. 215 $a1 online resource (VII, 113 p. 34 illus.) 225 1 $aTransactions on Large-Scale Data- and Knowledge-Centered Systems,$x1869-1994 ;$v10420 311 $a3-662-55607-3 327 $aExact Detection of Information Leakage: Decidability and Complexity -- Binary Shapelet Transform for Multiclass Time Series Classification -- DAAR: A Discrimination-Aware Association Rule Classifier for Decision Support -- New Word Detection and Tagging on Chinese Twitter Stream -- On-Demand Snapshot Maintenance in Data Warehouses Using Incremental ETL Pipeline. 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. Current decentralized systems still focus on data and knowledge as their main resource. Feasibility of these systems relies basically on P2P (peer-to-peer) techniques and the support of agent systems with scaling and decentralized control. Synergy between grids, P2P systems, and agent technologies is the key to data- and knowledge-centered systems in large-scale environments. This volume, the 32nd issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, focuses on Big Data Analytics and Knowledge Discovery, and contains extended and revised versions of five papers selected from the 17th International Conference on Big Data Analytics and Knowledge Discovery, DaWaK 2015, held in Valencia, Spain, during September 1-4, 2015. The five papers focus on the exact detection of information leakage, the binary shapelet transform for multiclass time series classification, a discrimination-aware association rule classifier for decision support (DAAR), new word detection and tagging on Chinese Twitter, and on-demand snapshot maintenance in data warehouses using incremental ETL pipelines, respectively. ="" contains="" extended="" revised="" versions="" five="" papers="" selected="" from="" 17th="" international="" conference="" discovery="" (dawak="" 2015),="" held="" in="" valencia,="" spain,="" during="" september="" 1-4,="" 2015.="" focus="" exact="" detection="" information="" leakage,="" binary="" shapelet="" transform="" for="" multiclass="" time="" series="" classification,="" a="" discrimination-aware="" association="" rule="" classifier="" decision="" support="" (daar),="" new="" word="" tagging="" chinese="" twitter,="" on-demand="" snapshot="" maintenance="" warehouses="" using="" incremental="" etl="" pipelines,="" respectively. 410 0$aTransactions on Large-Scale Data- and Knowledge-Centered Systems,$x1869-1994 ;$v10420 606 $aDatabase management 606 $aData mining 606 $aArtificial intelligence 606 $aInformation storage and retrieval 606 $aAlgorithms 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 615 0$aDatabase management. 615 0$aData mining. 615 0$aArtificial intelligence. 615 0$aInformation storage and retrieval. 615 0$aAlgorithms. 615 14$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aArtificial Intelligence. 615 24$aInformation Storage and Retrieval. 615 24$aAlgorithm Analysis and Problem Complexity. 676 $a005.74 702 $aHameurlain$b Abdelkader$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKüng$b Josef$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWagner$b Roland$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMadria$b Sanjay$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHara$b Takahiro$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466458903316 996 $aTransactions on Large-Scale Data- and Knowledge-Centered Systems XXXII$92830703 997 $aUNISA