Advances in Databases and Information Systems, Kartoniert / Broschiert

Klappentext

.- Keynote Talk.

.- Data Quality (Assessment) in the Age of AI.

.- Query Optimization.

.- Independence Rules: Analysis of Nine Simple Cardinality Estimators and Their Impact on Plan Quality.

.- Vector Database Benchmarking: A Face Retrieval Use Case.

.- PUL: Pre-load in Software for Caches Wouldn't Always Play Along.

.- Explainable AI.

.- Responsible AI: Training deep learning model efficiently.

.- Exploring local feature influences with Hierarchical Explanation Trees.

.- Towards Trace Variant Explainability.

.- Evaluating Knowledge Generation and Self-Refinement Strategies for LLM-based Column Type Annotation.

.- Entity Resolution & Integration.

.- LSBlock: A Hybrid Blocking System Combining Lexical and Semantic Similarity Search for Record Linkage.

.- Evaluating Quality of Disparate Data Sources: A Discord-Driven Approach.

.- Pasteur: Scaling Privacy-aware Data Synthesis.

.- Generating Semantically Enriched Mobility Data from Travel Diaries.

.- Data & Machine Learning.

.- Learning a Distance for the Stratification of Patients with Amyotrophic Lateral Sclerosis.

.- Designing Efficient and Scalable Substructure Discovery Algorithms for Multilayer Networks.

.- Bitemporal Property Graphs: dealing with both valid and transaction time.

.- Tutorials.

.- Graph Analytics for Bridging Human and Data Sciences.

.- Data Warehousing: The Industrial Perspective.

.- Vector Representations of Multi-Modal Data.

.- Utilizing Quantum Computing to Improve the Quality of Data.