LEADER 05324nam 22007335 450 001 9910349305303321 005 20200630101624.0 010 $a3-030-27520-5 024 7 $a10.1007/978-3-030-27520-4 035 $a(CKB)4100000009046421 035 $a(DE-He213)978-3-030-27520-4 035 $a(MiAaPQ)EBC5921828 035 $a(PPN)248601334 035 $a(EXLCZ)994100000009046421 100 $a20190802d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data Analytics and Knowledge Discovery $e21st International Conference, DaWaK 2019, Linz, Austria, August 26?29, 2019, Proceedings /$fedited by Carlos Ordonez, Il-Yeol Song, Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (XIII, 321 p. 164 illus., 80 illus. in color.) 225 1 $aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v11708 300 $aIncludes index. 311 $a3-030-27519-1 327 $aApplications -- Detecting the Onset of Machine Failure Using Anomaly Detection Methods -- A Hybrid Architecture for Tactical and Strategic Precision Agriculture -- Urban analytics of big transportation data for supporting smart cities -- Patterns -- Frequent Item Mining When Obtaining Support is Costly -- Mining Sequential Pattern of Historical Purchases for E-Commerce Recommendation -- Discovering and Visualizing Efficient Patterns in Cost/Utility Sequences -- Efficient Row Pattern Matching using Pattern Hierarchies for Sequence OLAP -- Statistically Significant Discriminative Patterns Searching -- RDF and Streams -- Multidimensional Integration of RDF datasets -- RDFPartSuite: Bridging Physical and Logical RDF Partitioning -- Mining quantitative temporal dependencies between interval-based streams -- Democratization of OLAP DSMS -- Big Data Systems -- Leveraging the Data Lake - Current State and Challenges -- SDWP: A New Data Placement Strategy for Distributed Big Data Warehouses in Hadoop -- Improved Programming-Language Independent MapReduce on Shared-Memory Systems -- Evaluating Redundancy and Partitioning of Geospatial Data in Document-Oriented Data Warehouses -- Graphs and Machine Learning -- Scalable Least Square Twin Support Vector Machine Learning -- Finding Strongly Correlated Trends in Dynamic Attributed Graphs -- Text-based Event Detection: Deciphering Date Information Using Graph Embeddings -- Efficiently Computing Homomorphic Matches of Hybrid Pattern Queries on Large Graphs -- Databases -- From Conceptual to Logical ETL Design using BPMN and Relational Algebra -- Accurate Aggregation Query-Result Estimation and Its Efficient Processing on Distributed Key-Value Store. 330 $aThis book constitutes the refereed proceedings of the 21st International Conference on Big Data Analytics and Knowledge Discovery, DaWaK 2019, held in Linz, Austria, in September 2019. The 12 full papers and 10 short papers presented were carefully reviewed and selected from 61 submissions. The papers are organized in the following topical sections: Applications; patterns; RDF and streams; big data systems; graphs and machine learning; databases. 410 0$aInformation Systems and Applications, incl. Internet/Web, and HCI ;$v11708 606 $aDatabase management 606 $aData mining 606 $aArithmetic and logic units, Computer 606 $aComputer system failures 606 $aArtificial intelligence 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 $aArithmetic and Logic Structures$3https://scigraph.springernature.com/ontologies/product-market-codes/I12026 606 $aSystem Performance and Evaluation$3https://scigraph.springernature.com/ontologies/product-market-codes/I13049 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 615 0$aDatabase management. 615 0$aData mining. 615 0$aArithmetic and logic units, Computer. 615 0$aComputer system failures. 615 0$aArtificial intelligence. 615 14$aDatabase Management. 615 24$aData Mining and Knowledge Discovery. 615 24$aArithmetic and Logic Structures. 615 24$aSystem Performance and Evaluation. 615 24$aArtificial Intelligence. 676 $a005.7 676 $a005.74 702 $aOrdonez$b Carlos$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSong$b Il-Yeol$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aAnderst-Kotsis$b Gabriele$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTjoa$b A Min$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKhalil$b Ismail$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910349305303321 996 $aBig data analytics and knowledge discovery$92201431 997 $aUNINA