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Advances in databases and informatio...

ADBIS (Conference) (2023 :)

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Advances in databases and information systems = 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in databases and information systems/ edited by Alberto Abelló ... [et al.].
其他題名:	27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023 : proceedings /
其他題名:	ADBIS 2023
其他作者:	Abelló, Alberto.
團體作者:	ADBIS (Conference)
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xxii, 254 p. :ill. (some col.), digital ;24 cm.
內容註:	Keynote Talk and Tutorials -- Knowledge Engineering in the Era of Artificial Intelligence -- Causality, Attribution-Scores and Repairs in Databases -- When operations research meets databases -- Query Processing and Data Exploration -- Using a Key-Value Index-Store for Cross-Model Join Queries Over Heterogeneous Data Sources -- Reconstructing Spatiotemporal Data with C-VAEs -- What Happens when Two Multi-Query Optimization Paradigms Combine -- Skyline-Based Temporal Graph Exploration -- Temporal Graph Processing in Modern Memory Hierarchies -- Data Science and Fairness -- Comparing and Improving Active Learning Uncertainty Measures for Transformer Models -- FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness -- Exploring Heterogeneous Data Graphs Through their Entity Paths -- Managing Linked Nulls in Property Graphs: Tools to Ensure Consistency and Reduce Redundancy -- Assessment of Data Quality in a Data Lakehouse Through Multi-Granularity Data Profiling -- Data Ingestion Validation through Stable Conditional Metrics with Ranking and Filtering -- An Ontology for Representing and Querying Semantic Trajectories in the Maritime Domain -- Extracting Provenance of Machine Learning Experiment Pipeline Artifacts.
Contained By:	Springer Nature eBook
標題:	Databases - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-42914-9
ISBN:	9783031429149

Advances in databases and information systems = 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023 : proceedings /
Advances in databases and information systems27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023 : proceedings /[electronic resource] :ADBIS 2023edited by Alberto Abelló ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xxii, 254 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,139850302-9743 ;. - Lecture notes in computer science ;13985..

Keynote Talk and Tutorials -- Knowledge Engineering in the Era of Artificial Intelligence -- Causality, Attribution-Scores and Repairs in Databases -- When operations research meets databases -- Query Processing and Data Exploration -- Using a Key-Value Index-Store for Cross-Model Join Queries Over Heterogeneous Data Sources -- Reconstructing Spatiotemporal Data with C-VAEs -- What Happens when Two Multi-Query Optimization Paradigms Combine -- Skyline-Based Temporal Graph Exploration -- Temporal Graph Processing in Modern Memory Hierarchies -- Data Science and Fairness -- Comparing and Improving Active Learning Uncertainty Measures for Transformer Models -- FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness -- Exploring Heterogeneous Data Graphs Through their Entity Paths -- Managing Linked Nulls in Property Graphs: Tools to Ensure Consistency and Reduce Redundancy -- Assessment of Data Quality in a Data Lakehouse Through Multi-Granularity Data Profiling -- Data Ingestion Validation through Stable Conditional Metrics with Ranking and Filtering -- An Ontology for Representing and Querying Semantic Trajectories in the Maritime Domain -- Extracting Provenance of Machine Learning Experiment Pipeline Artifacts.

This book constitutes the proceedings of the 27th European Conference on Advances in Databases and Information Systems, ADBIS 2023, held in Barcelona, Spain, during September 4-7, 2023. The 11 full papers presented in this book together with 3 keynotes and tutorials were carefully reviewed and selected from 77 submissions. The papers are organized in the following topical sections: keynote talk and tutorials; query processing and data exploration, data science and fairness and Data and Metadata Quality.

ISBN: 9783031429149

Standard No.: 10.1007/978-3-031-42914-9doiSubjects--Topical Terms:

893097
Databases
--Congresses.

LC Class. No.: QA76.9.D3 / A33 2023

Dewey Class. No.: 005.74

Advances in databases and information systems = 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023 : proceedings /
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