Advances in Databases and Information Systems 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023, Proceedings / [electronic resource] : edited by Alberto Abelló, Panos Vassiliadis, Oscar Romero, Robert Wrembel. - 1st ed. 2023. - XXII, 254 p. 110 illus., 92 illus. in color. online resource. - Lecture Notes in Computer Science, 13985 1611-3349 ; . - Lecture Notes in Computer Science, 13985 .

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. .

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.

9783031429149

10.1007/978-3-031-42914-9 doi


Database management.
Application software.
Artificial intelligence.
Data structures (Computer science).
Information theory.
Computer engineering.
Computer networks .
Data mining.
Database Management.
Computer and Information Systems Applications.
Artificial Intelligence.
Data Structures and Information Theory.
Computer Engineering and Networks.
Data Mining and Knowledge Discovery.

QA76.9.D3

005.74