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ADBIS 2023, Barcelona, Spain
- Alberto Abelló
, Panos Vassiliadis
Advances in Databases and Information Systems - 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023, Proceedings. Lecture Notes in Computer Science 13985, Springer 2023, ISBN 978-3-031-42913-2
Keynote Talk and Tutorials
- Katja Hose
Knowledge Engineering in the Era of Artificial Intelligence. 3-15 - Leopoldo E. Bertossi:
Attribution-Scores in Data Management and Explainable Machine Learning. 16-33 - Vincent T'kindt
When Operations Research Meets Databases. 34-41
Query Processing and Data Exploration
- Gajendra Doniparthi
Using a Key-Value Index-Store for Cross-Model Join Queries over Heterogeneous Data Sources. 45-58 - Tiago F. R. Ribeiro
Reconstructing Spatiotemporal Data with C-VAEs. 59-73 - Bala Gurumurthy, Vasudev Raghavendra Bidarkar, David Broneske
What Happens When Two Multi-Query Optimization Paradigms Combine? - A Hybrid Shared Sub-Expression (SSE) and Materialized View Reuse (MVR) Study. 74-87 - Evangelia Tsoukanara
Skyline-Based Temporal Graph Exploration. 88-102 - Alexander Baumstark, Muhammad Attahir Jibril, Kai-Uwe Sattler:
Temporal Graph Processing in Modern Memory Hierarchies. 103-116
Data Science and Fairness
- Julius Gonsior
Comparing and Improving Active Learning Uncertainty Measures for Transformer Models. 119-132 - Seyed Ali Mousavi
FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness. 133-145 - Elodie Escriva
How to Make the Most of Local Explanations: Effective Clustering Based on Influences. 146-160
Data and Metadata Quality
- Nelly Barret
Exploring Heterogeneous Data Graphs Through Their Entity Paths. 163-179 - Jacques Chabin
Managing Linked Nulls in Property Graphs: Tools to Ensure Consistency and Reduce Redundancy. 180-194 - Claudia Diamantini
Assessment of Data Quality Through Multi-granularity Data Profiling. 195-209 - Niels Bylois
Data Ingestion Validation through Stable Conditional Metrics with Ranking and Filtering. 210-223 - Georgios M. Santipantakis
An Ontology for Representing and Querying Semantic Trajectories in the Maritime Domain. 224-237 - Marius Schlegel
Extracting Provenance of Machine Learning Experiment Pipeline Artifacts. 238-251
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