000 | 03848nam a22005535i 4500 | ||
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001 | 978-3-662-66863-4 | ||
003 | DE-He213 | ||
005 | 20240423125044.0 | ||
007 | cr nn 008mamaa | ||
008 | 230208s2023 gw | s |||| 0|eng d | ||
020 |
_a9783662668634 _9978-3-662-66863-4 |
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024 | 7 |
_a10.1007/978-3-662-66863-4 _2doi |
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050 | 4 | _aQA76.76.A65 | |
072 | 7 |
_aUB _2bicssc |
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_aCOM005000 _2bisacsh |
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_aUX _2thema |
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_a005.3 _223 |
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_aTransactions on Large-Scale Data- and Knowledge-Centered Systems LIII _h[electronic resource] / _cedited by Abdelkader Hameurlain, A Min Tjoa. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2023. |
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300 |
_aIX, 167 p. 39 illus., 27 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 |
_aTransactions on Large-Scale Data- and Knowledge-Centered Systems, _x2510-4942 ; _v13840 |
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505 | 0 | _aModelarDB: Integrated Model-Based Management of Time Series from Edge to Cloud -- Variable-Size Segmentation for Time Series Representation -- Semantic Similarity in a Taxonomy by Evaluating the Relatedness of Concept Senses with the Linked Data Semantic Distance -- Constituency-informed and Constituency-constrained Extractive Question Answering with Heterogeneous Graph Transformer -- FAPFID: A Fairness-aware Approach for Protected Features and Imbalanced Data -- D-Thespis: A Distributed Actor-Based Causally Consistent DBMS. | |
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 (e.g. computing resources, services, metadata, data sources) 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, the 53rd issue of Transactions on Large-Scale Data and Knowledge-Centered Systems, contains six fully revised selected regular papers. Topics covered include time series management from edge to cloud, segmentation for time series representation, similarity research, semantic similarity in a taxonomy, linked data semantic distance, linguistics-informed natural language processing, graph neural networks, protected features, imbalanced data, causal consistency in distributed databases, actor models, and elastic horizontal scalability. | ||
650 | 0 | _aApplication software. | |
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aDatabase management. | |
650 | 1 | 4 | _aComputer and Information Systems Applications. |
650 | 2 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aDatabase Management. |
700 | 1 |
_aHameurlain, Abdelkader. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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700 | 1 |
_aTjoa, A Min. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783662668627 |
776 | 0 | 8 |
_iPrinted edition: _z9783662668641 |
830 | 0 |
_aTransactions on Large-Scale Data- and Knowledge-Centered Systems, _x2510-4942 ; _v13840 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-662-66863-4 |
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912 | _aZDB-2-SXCS | ||
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