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024 7 _a10.1007/978-3-031-42914-9
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072 7 _aCOM021000
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082 0 4 _a005.74
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245 1 0 _aAdvances in Databases and Information Systems
_h[electronic resource] :
_b27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023, Proceedings /
_cedited by Alberto Abelló, Panos Vassiliadis, Oscar Romero, Robert Wrembel.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2023.
300 _aXXII, 254 p. 110 illus., 92 illus. in color.
_bonline resource.
336 _atext
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337 _acomputer
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338 _aonline resource
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13985
505 0 _aKeynote Talk and Tutorials -- Knowledge Engineering in the Era of Artificial Intelligence -- Causality, Attribution-Scores and Repairs in Databases -- When operations research meets databases -- Query Processing and Data Exploration -- Using a Key-Value Index-Store for Cross-Model Join Queries Over Heterogeneous Data Sources -- Reconstructing Spatiotemporal Data with C-VAEs -- What Happens when Two Multi-Query Optimization Paradigms Combine -- Skyline-Based Temporal Graph Exploration -- Temporal Graph Processing in Modern Memory Hierarchies -- Data Science and Fairness -- Comparing and Improving Active Learning Uncertainty Measures for Transformer Models -- FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness -- Exploring Heterogeneous Data Graphs Through their Entity Paths -- Managing Linked Nulls in Property Graphs: Tools to Ensure Consistency and Reduce Redundancy -- Assessment of Data Quality in a Data Lakehouse Through Multi-Granularity Data Profiling -- Data Ingestion Validation through Stable Conditional Metrics with Ranking and Filtering -- An Ontology for Representing and Querying Semantic Trajectories in the Maritime Domain -- Extracting Provenance of Machine Learning Experiment Pipeline Artifacts. .
520 _aThis book constitutes the proceedings of the 27th European Conference on Advances in Databases and Information Systems, ADBIS 2023, held in Barcelona, Spain, during September 4-7, 2023. The 11 full papers presented in this book together with 3 keynotes and tutorials were carefully reviewed and selected from 77 submissions. The papers are organized in the following topical sections: keynote talk and tutorials; query processing and data exploration, data science and fairness and Data and Metadata Quality.
650 0 _aDatabase management.
_93157
650 0 _aApplication software.
_9123114
650 0 _aArtificial intelligence.
_93407
650 0 _aData structures (Computer science).
_98188
650 0 _aInformation theory.
_914256
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aData mining.
_93907
650 1 4 _aDatabase Management.
_93157
650 2 4 _aComputer and Information Systems Applications.
_9123115
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Structures and Information Theory.
_931923
650 2 4 _aComputer Engineering and Networks.
_9123116
650 2 4 _aData Mining and Knowledge Discovery.
_9123117
700 1 _aAbelló, Alberto.
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700 1 _aVassiliadis, Panos.
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700 1 _aRomero, Oscar.
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_9123120
700 1 _aWrembel, Robert.
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830 0 _aLecture Notes in Computer Science,
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