Advances in Databases and Information Systems : 28th European Conference, ADBIS 2024, Bayonne, France, August 28–31, 2024, Proceedings / / edited by Joe Tekli, Johann Gamper, Richard Chbeir, Yannis Manolopoulos

• Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
• Edizione: 1st ed. 2024.
• Descrizione fisica: 1 online resource (236 pages)
• Disciplina: 005.7565
• Soggetto topico: Database management; Application software; Artificial intelligence; Data structures (Computer science); Information theory; Computer engineering; Computer networks; Data mining; Database Management System; Computer and Information Systems Applications; Artificial Intelligence; Data Structures and Information Theory; Computer Engineering and Networks; Data Mining and Knowledge Discovery; Bases de dades; Programari d'aplicació; Estructures de dades (Informàtica)
• Soggetto genere / forma: Congressos; Llibres electrònics
• Persona (resp. second.): TekliJoe
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Algebra, Models, Schemata -- JSON Model a Lightweight Featureful DSL for JSON -- A Data Model and Predicate Logic for Trajectory Data -- Evaluating a Temporal Relational Algebra supporting Preferences in Temporal Relational Databases -- PG FD Mapping Functional Dependencies to the Future Property Graph Schema Standard -- Discovery and Data Analysis -- Generating SPARQL Queries for Data Discovery -- Algorithms and Optimization -- A Recursive Approach for Maximal (Δ,γ) Clique Enumeration in Temporal Networks -- Influential Billboard Slot Selection under Zonal Influence Constraint -- Amethyst A Generalized on the fly De Recompression Framework to Accelerate Data intensive Integer Operations on GPUs -- Access Methods and Query Processing -- GXJoin Generalized Cell Transformations for Explainable Joinability -- Density Based Learned Spatial Index for Clustered Data -- Advanced Architectures -- Coordination Free Parallel and Replicated Datalog Streams -- On the fly Data Distribution to Accelerate Query Processing in Heterogeneous -- Enhancing Machine Learning Capabilities in Data Lakes with AutoML and LLMs -- Machine Learning -- BBQ Tree A Decision Tree with Boolean and Quantum Logic Decisions -- Large Language Models -- Using LLMs for the Extraction and Normalization of Product Attribute Values.
• Sommario/riassunto: This volume LNCS 14918 constitutes the refereed proceedings of 28th European Conference, ADBIS 2024, held in Bayonne, France, during August 28-31, 2024. The 15 full papers presented were carefully reviewed and selected from 43 submissions. The conference focuses on Algebra, Models, Schemata, Discovery and Data Analysis, Algorithms and Optimization, Access Methods and Query Processing, Advanced Architectures, Machine Learning, Large Language Models.
• Titolo autorizzato: Advances in Databases and Information Systems
• ISBN: 3-031-70626-9
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910886085703321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Computer Science, . 1611-3349 ; ; 14918