Overview

Full Product Details

Author:   Panos K. Chrysanthis ,  Kjetil Nørvåg ,  Kostas Stefanidis ,  Zheying Zhang
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032052803

ISBN 10:   3032052807
Pages:   290
Publication Date:   19 September 2025
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & Scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

.- 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.

Reviews

Author Information

Tab Content 6

Author Website:  

Countries Available

All regions