國立虎尾科技大學 |

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

紀錄類型:	書目-語言資料,印刷品 : 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:	Workshop on the Preservation of Stability under Discretization
出版者:	Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:	xxii, 254 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Data Mining and Knowledge Discovery. -
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 ;6140..

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:

677765
Data Mining and Knowledge Discovery.

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 /
LDR:02945nam a2200349 a 4500 001 1115938
003 DE-He213
005 20230827184710.0
006 m d
007 cr nn 008maaau
008 240123s2023 sz s 0 eng d
020 $a 9783031429149 $q (electronic bk.)
020 $a 9783031429132 $q (paper)
024 7 $a 10.1007/978-3-031-42914-9 $2 doi
035 $a 978-3-031-42914-9
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.D3 $b A33 2023
072 7 $a UN $2 bicssc
072 7 $a COM021000 $2 bisacsh
072 7 $a UN $2 thema
082 0 4 $a 005.74 $2 23
090 $a QA76.9.D3 $b A221 2023
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Advances in databases and information systems $h [electronic resource] : $b 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4-7, 2023 : proceedings / $c edited by Alberto Abelló ... [et al.].
246 3 $a ADBIS 2023
260 $a Cham : $c 2023. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a xxii, 254 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 13985
505 0 $a 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.
520 $a 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.
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Computer Engineering and Networks. $3 1365733
650 2 4 $a Data Structures and Information Theory. $3 1211601
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computer and Information Systems Applications. $3 1365732
650 1 4 $a Database Management. $3 669820
650 0 $a Database management $v Congresses. $3 528400
650 0 $a Databases $v Congresses. $3 675256 $3 735810
700 1 $a Abelló, Alberto. $3 1428886
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 6140. $3 744199
856 4 0 $u https://doi.org/10.1007/978-3-031-42914-9
950 $a Computer Science (SpringerNature-11645)