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ORCIDADBIS 2023, Barcelona, Spain
- Alberto Abelló
, Panos Vassiliadis, Oscar Romero, Robert Wrembel:
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, Fernando Silva, Rogério Luís de Carvalho Costa:
Reconstructing Spatiotemporal Data with C-VAEs. 59-73 - Bala Gurumurthy, Vasudev Raghavendra Bidarkar, David Broneske, Thilo Pionteck, Gunter Saake:
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, Georgia Koloniari, Evaggelia Pitoura:
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, Christian Falkenberg, Silvio Magino, Anja Reusch, Claudio Hartmann, Maik Thiele, Wolfgang Lehner:
Comparing and Improving Active Learning Uncertainty Measures for Transformer Models. 119-132 - Seyed Ali Mousavi, Hamid Mousavi, Masoud Daneshtalab:
FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness. 133-145 - Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy:
How to Make the Most of Local Explanations: Effective Clustering Based on Influences. 146-160
Data and Metadata Quality
- Nelly Barret, Antoine Gauquier, Jia Jean Law, Ioana Manolescu:
Exploring Heterogeneous Data Graphs Through Their Entity Paths. 163-179 - Jacques Chabin, Mírian Halfeld Ferrari, Nicolas Hiot, Dominique Laurent:
Managing Linked Nulls in Property Graphs: Tools to Ensure Consistency and Reduce Redundancy. 180-194 - Claudia Diamantini, Alessandro Mele, Domenico Potena, Emanuele Storti:
Assessment of Data Quality Through Multi-granularity Data Profiling. 195-209 - Niels Bylois, Frank Neven, Stijn Vansummeren:
Data Ingestion Validation through Stable Conditional Metrics with Ranking and Filtering. 210-223 - Georgios M. Santipantakis, Christos Doulkeridis, George A. Vouros:
An Ontology for Representing and Querying Semantic Trajectories in the Maritime Domain. 224-237 - Marius Schlegel, Kai-Uwe Sattler:
Extracting Provenance of Machine Learning Experiment Pipeline Artifacts. 238-251
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