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.