| 000 | 04947nam a22006375i 4500 | ||
|---|---|---|---|
| 001 | 978-3-030-27520-4 | ||
| 003 | DE-He213 | ||
| 005 | 20240730165723.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 190802s2019 sz | s |||| 0|eng d | ||
| 020 |
_a9783030275204 _9978-3-030-27520-4 |
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| 024 | 7 |
_a10.1007/978-3-030-27520-4 _2doi |
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| 050 | 4 | _aQA76.9.D3 | |
| 072 | 7 |
_aUN _2bicssc |
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_aCOM021000 _2bisacsh |
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_aUN _2thema |
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_aBig Data Analytics and Knowledge Discovery _h[electronic resource] : _b21st International Conference, DaWaK 2019, Linz, Austria, August 26-29, 2019, Proceedings / _cedited by Carlos Ordonez, Il-Yeol Song, Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil. |
| 250 | _a1st ed. 2019. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
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| 300 |
_aXIII, 321 p. 164 illus., 80 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v11708 |
|
| 505 | 0 | _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 DataWarehouses 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. | |
| 520 | _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. | ||
| 650 | 0 |
_aDatabase management. _93157 |
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| 650 | 0 |
_aData mining. _93907 |
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| 650 | 0 |
_aComputer arithmetic and logic units. _936750 |
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| 650 | 0 |
_aElectronic digital computers _xEvaluation. _921495 |
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| 650 | 0 |
_aArtificial intelligence. _93407 |
|
| 650 | 1 | 4 |
_aDatabase Management. _93157 |
| 650 | 2 | 4 |
_aData Mining and Knowledge Discovery. _990375 |
| 650 | 2 | 4 |
_aArithmetic and Logic Structures. _936752 |
| 650 | 2 | 4 |
_aSystem Performance and Evaluation. _932047 |
| 650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
| 700 | 1 |
_aOrdonez, Carlos. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _990376 |
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| 700 | 1 |
_aSong, Il-Yeol. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _990377 |
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| 700 | 1 |
_aAnderst-Kotsis, Gabriele. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _990378 |
|
| 700 | 1 |
_aTjoa, A Min. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _990379 |
|
| 700 | 1 |
_aKhalil, Ismail. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _990380 |
|
| 710 | 2 |
_aSpringerLink (Online service) _990381 |
|
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030275198 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030275211 |
| 830 | 0 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v11708 _990382 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-27520-4 |
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| 912 | _aZDB-2-SXCS | ||
| 912 | _aZDB-2-LNC | ||
| 942 | _cELN | ||
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