Vargas-Solar / Stefanidis / Palpanas Advances in Databases and Information Systems

30th European Conference, ADBIS 2026, Orléans, France, September 28 – October 1, 2026, Proceedings
Erscheinungsjahr 2026
ISBN: 978-3-032-39820-8
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 458 Seiten

Reihe: Computer Science (R0)

This book constitutes the proceedings of the 30th European Conference on Advances in Databases and Information Systems, ADBIS 2026, which took place in Orléans, France, during September 28–October 1, 2026.

The 22 full papers included in this proceedings book were carefully reviewed and selected from 80 submissions. The book also contains 3 keynote talks and 5 tutorial papers. The contributions have been organized in topical sections as follows: Keynote Talks; Core database systems and serialization; Similarity, topic modeling and knowledge graphs; Data cleaning, semantic discovery and AutoML; Text, GNNs, privacy and Ethereum analytics; Integration, auditing, diversification and embeddings; and Tutorials.

Zielgruppe

Research

Autoren/Hrsg.

Vargas-Solar, Genoveva

Stefanidis, Kostas

Palpanas, Themis

Marcel, Patrick

Halfeld-Ferrari, Mirian

Inhaltsverzeichnis

.- Keynote Talks.

.- From Normal Forms to Knowledge Graph Ecosystems: Foundations for Trustworthy 
AI.

.- Reproducible Query Optimization Research for Data Systems.

.- Query Optimization in the Wild: From Cross-platform Data Systems to Multi-Agent 
Systems.

.- Core database systems and serialization.

.- SYCLDB: A Cross-Vendor Heterogeneous Analytical DBMS.

.- Elastic Scheduling of Intermittent Query Processing in a Cluster Environment.

.- BPG: Efficient and Scalable Property Graph Serialization.

.- Agentic Architecture for Data-Centric AutoML .

.- Similarity, topic modeling and knowledge graphs.

.- AQUA: Adaptive Query Rewriting Advisor with Schema-Driven Clustering and 
Contextual Bandits.

.- Data cleaning, semantic discovery and AutoML.

.- Similarity Denial Constraints for Detecting Violations in Noisy Data.

.- AstraClean-RAG: Integrating Domain Knowledge and Correction Log for Tabular 
Data Cleaning.

.- Inclusion Dependency Discovery with Semantic Column Representations.

.- Conversational Data Management: A Multi-Agent Natural Language Interface for 
Semantic Data Lakes.

.- Energy Plateaus and Privacy Cliffs in Deep - Learning Privacy - Preserving Record 
Linkage.

.- Multi-Algorithm GNN Aggregation Pipeline for Information Quality  
Enhancement.

.- Text, GNNs, privacy and Ethereum analytics.

.- Can Data Postdiction Extend to Text? An Experimental Evaluation of Vectorization 
Strategies.

.- Personalized SQL Exercise Generation with Large Language Models and 
Constraint-Based Validation.

.- Balancing Privacy and Utility in Synthetic Genotype Data Generation by Adaptive 
Optimization.

.- Compression-Based Behavioral Similarity for Open-World Sybil Discovery on 
Ethereum.

.- Zero-Shot Physics-Consistent Imputation for Spatio-Temporal Sensor Databases.

.- Integration, auditing, diversification and embeddings.

.- VCFIntegrator: Merging VCF Files with Conflict Resolution.

.- Auditing Eye-Tracking Preprocessing Pipelines Using Intrinsic Data Quality 
Metrics.

.- PRIDE: Diversifying Similarity Queries in RDBMSs Using Pivots.

.- Learning Joinable Column Representations via Set Encoding.

.- Embedding Generation: Gembed an Open In-Database Extension to Use Them All.

.- Expert-Guided Counterfactual Explanations for Credit Risk.

.- Tutorials.

.- Deep Learning for Time Series Classification and Regression with aeon.

.- Navigating the Vector Search Landscape: ANN Indexes for Modern AI Systems.

.- Towards Optimized Big Satellite Data Management in Agricultural Monitoring 
through Causal-Based xAI: a Tutorial from the EDEM.

.- Digital Tourism - From Tripadvisor Circulation Graphs to Behavior Extraction and 
Characterization.

.- A Survey on Multisided Fairness in Recommender Systems.