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Advances in Databases and Information Systems

27th European Conference, ADBIS 2023, Barcelona, Spain, September 4–7, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Alberto Abelló

    1. Universitat Politècnica de Catalunya, Barcelona, Spain

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  2. Panos Vassiliadis

    1. University of Ioannina, Ioannina, Greece

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  3. Oscar Romero

    1. Universitat Politècnica de Catalunya, Barcelona, Spain

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  4. Robert Wrembel

    1. Poznan University of Technology, Poznan, Poland

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13985)

Included in the following conference series:

Conference proceedings info: ADBIS 2023.

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About this book

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


Keywords

Table of contents (17 papers)

  1. Front Matter

    Pages i-xxii
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  2. Keynote Talk and Tutorials

    1. Front Matter

      Pages 1-1
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    2. Knowledge Engineering in the Era of Artificial Intelligence

      • Katja Hose
      Pages 3-15

    3. Attribution-Scores in Data Management and Explainable Machine Learning

      • Leopoldo Bertossi
      Pages 16-33

    4. When Operations Research Meets Databases

      • Vincent T’kindt
      Pages 34-41

  3. Query Processing and Data Exploration

    1. Front Matter

      Pages 43-43
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    2. Using a Key-Value Index-Store for Cross-Model Join Queries over Heterogeneous Data Sources

      • Gajendra Doniparthi
      Pages 45-58

    3. Reconstructing Spatiotemporal Data with C-VAEs

      • Tiago F. R. Ribeiro, Fernando Silva, Rogério Luís de C. Costa
      Pages 59-73

    4. What Happens When Two Multi-Query Optimization Paradigms Combine?

      • Bala Gurumurthy, Vasudev Raghavendra Bidarkar, David Broneske, Thilo Pionteck, Gunter Saake
      Pages 74-87

    5. Skyline-Based Temporal Graph Exploration

      • Evangelia Tsoukanara, Georgia Koloniari, Evaggelia Pitoura
      Pages 88-102

    6. Temporal Graph Processing in Modern Memory Hierarchies

      • Alexander Baumstark, Muhammad Attahir Jibril, Kai-Uwe Sattler
      Pages 103-116

  4. Data Science and Fairness

    1. Front Matter

      Pages 117-117
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    2. Comparing and Improving Active Learning Uncertainty Measures for Transformer Models

      • Julius Gonsior, Christian Falkenberg, Silvio Magino, Anja Reusch, Claudio Hartmann, Maik Thiele et al.
      Pages 119-132

    3. FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness

      • Seyed Ali Mousavi, Hamid Mousavi, Masoud Daneshtalab
      Pages 133-145

    4. How to Make the Most of Local Explanations: Effective Clustering Based on Influences

      • Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
      Pages 146-160

  5. Data and Metadata Quality

    1. Front Matter

      Pages 161-161
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    2. Exploring Heterogeneous Data Graphs Through Their Entity Paths

      • Nelly Barret, Antoine Gauquier, Jia Jean Law, Ioana Manolescu
      Pages 163-179

    3. Managing Linked Nulls in Property Graphs: Tools to Ensure Consistency and Reduce Redundancy

      • Jacques Chabin, Mirian Halfeld-Ferrari, Nicolas Hiot, Dominique Laurent
      Pages 180-194

    4. Assessment of Data Quality Through Multi-granularity Data Profiling

      • Claudia Diamantini, Alessandro Mele, Domenico Potena, Emanuele Storti
      Pages 195-209

    5. Data Ingestion Validation through Stable Conditional Metrics with Ranking and Filtering

      • Niels Bylois, Frank Neven, Stijn Vansummeren
      Pages 210-223
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Other volumes

  1. Advances in Databases and Information Systems

  2. New Trends in Database and Information Systems

Editors and Affiliations

  • Universitat Politècnica de Catalunya, Barcelona, Spain

    Alberto Abelló, Oscar Romero

  • University of Ioannina, Ioannina, Greece

    Panos Vassiliadis

  • Poznan University of Technology, Poznan, Poland

    Robert Wrembel

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