04786nam a22006855i 4500 978-3-031-70626-4 DE-He213 20251030112939.0 cr nn 008mamaa 240901s2024 sz | s |||| 0|eng d 9783031706264 978-3-031-70626-4 10.1007/978-3-031-70626-4 doi QA76.9.D3 UN bicssc COM021000 bisacsh UN thema Advances in Databases and Information Systems [electronic resource] : 28th European Conference, ADBIS 2024, Bayonne, France, August 28–31, 2024, Proceedings / edited by Joe Tekli, Johann Gamper, Richard Chbeir, Yannis Manolopoulos. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XIV, 231 p. 92 illus., 69 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Computer Science, 1611-3349 ; 14918 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. 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. Database management. 60571 Application software. Artificial intelligence. 58441 Data structures (Computer science). 66708 Information theory. 57783 Computer engineering. Computer networks . 60157 Data mining. 6941 Database Management System. Computer and Information Systems Applications. Artificial Intelligence. 58441 Data Structures and Information Theory. 66709 Computer Engineering and Networks. Data Mining and Knowledge Discovery. Tekli, Joe. editor. (orcid)0000-0003-3441-7974 https://orcid.org/0000-0003-3441-7974 edt http://id.loc.gov/vocabulary/relators/edt 69022 Gamper, Johann. editor. (orcid)0000-0002-2162-4918 https://orcid.org/0000-0002-2162-4918 edt http://id.loc.gov/vocabulary/relators/edt 83759 Chbeir, Richard. editor. edt http://id.loc.gov/vocabulary/relators/edt 70395 Manolopoulos, Yannis. editor. (orcid)0000-0003-4026-4329 https://orcid.org/0000-0003-4026-4329 edt http://id.loc.gov/vocabulary/relators/edt 70398 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031706257 Printed edition: 9783031706271 Printed edition: 9783031706288 Lecture Notes in Computer Science, 1611-3349 ; 14918 https://doi.org/10.1007/978-3-031-70626-4 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC 63128 63128