Cover image for Advances in Databases and Information Systems 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023, Proceedings
Title:
Advances in Databases and Information Systems 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023, Proceedings
Author:
Abelló, Alberto. editor.
ISBN:
9783031429149
Edition:
1st ed. 2023.
Physical Description:
XXII, 254 p. 110 illus., 92 illus. in color. online resource.
Series:
Lecture Notes in Computer Science, 13985
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. .
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