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Author ADBIS (Conference) (27th : 2023 : Barcelona, Spain)

Title Advances in databases and information systems : 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023, Proceedings / Alberto Abelló, Panos Vassiliadis, Oscar Romero, Robert Wrembel, editors
Published Cham : Springer, 2023

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Description 1 online resource (xxii, 254 pages) : illustrations (some color)
Series Lecture notes in computer science, 1611-3349 ; 13985
Lecture notes in computer science ; 13985. 1611-3349
Contents Keynote 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
Summary This 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
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed August 30, 2023)
Subject Databases -- Congresses
Database management -- Congresses
Genre/Form Electronic books
proceedings (reports)
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Abelló, Alberto (Computer scientist), editor.
Vassiliadis, Panos, editor.
Romero, Oscar, editor.
Wrembel, Robert, editor.
ISBN 9783031429149
3031429141
Other Titles ADBIS 2023