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数据库和信息系统进展:第23届欧洲会议,ADBIS 2019,Bled,斯洛文尼亚,2019年9月8-11日,会议记录-Advances in Databases and Information Sy

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标题(title):Advances in Databases and Information Systems: 23rd European Conference, ADBIS 2019, Bled, Slovenia, September 8–11, 2019, Proceedings
数据库和信息系统进展:第23届欧洲会议,ADBIS 2019,Bled,斯洛文尼亚,2019年9月8-11日,会议记录
作者(author):Tatjana Welzer, Johann Eder, Vili Podgorelec, Aida Kamišalić Latifić
出版社(publisher):Springer International Publishing
大小(size):27 MB (27883261 bytes)
格式(extension):pdf
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This book constitutes the proceedings of the 23rd European Conference on Advances in Databases and Information Systems, ADBIS 2019, held in Bled, Slovenia, in September 2019.

The 27 full papers presented were carefully reviewed and selected from 103 submissions. The papers cover a wide range of topics from different areas of research in database and information systems technologies and their advanced applications from theoretical foundations to optimizing index structures. They focus on data mining and machine learning, data warehouses and big data technologies, semantic data processing, and data modeling. They are organized in the following topical sections: data mining; machine learning; document and text databases; big data; novel applications; ontologies and knowledge management; process mining and stream processing; data quality; optimization; theoretical foundation and new requirements; and data warehouses.





Table of contents :
Front Matter ....Pages i-xxiii
Front Matter ....Pages 1-1
Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data (Daniel Popovic, Edouard Fouché, Klemens Böhm)....Pages 3-19
Improving Data Reduction by Merging Prototypes (Pavlos Ponos, Stefanos Ougiaroglou, Georgios Evangelidis)....Pages 20-32
Keys in Relational Databases with Nulls and Bounded Domains (Munqath Alattar, Attila Sali)....Pages 33-50
Front Matter ....Pages 51-51
ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision (Radwa ElShawi, Youssef Sherif, Mouaz Al-Mallah, Sherif Sakr)....Pages 53-68
Heterogeneous Committee-Based Active Learning for Entity Resolution (HeALER) (Xiao Chen, Yinlong Xu, David Broneske, Gabriel Campero Durand, Roman Zoun, Gunter Saake)....Pages 69-85
Front Matter ....Pages 87-87
Using Process Mining in Real-Time to Reduce the Number of Faulty Products (Zsuzsanna Nagy, Agnes Werner-Stark, Tibor Dulai)....Pages 89-104
Pseudo-Relevance Feedback Based on Locally-Built Co-occurrence Graphs (Billel Aklouche, Ibrahim Bounhas, Yahya Slimani)....Pages 105-119
Front Matter ....Pages 121-121
Workload-Awareness in a NoSQL-Based Triplestore (Luiz Henrique Zambom Santana, Ronaldo dos Santos Mello)....Pages 123-138
nativeNDP: Processing Big Data Analytics on Native Storage Nodes (Tobias Vinçon, Sergey Hardock, Christian Riegger, Andreas Koch, Ilia Petrov)....Pages 139-150
Calculating Fourier Transforms in SQL (Dennis Marten, Holger Meyer, Andreas Heuer)....Pages 151-166
Front Matter ....Pages 167-167
Finding Synonymous Attributes in Evolving Wikipedia Infoboxes (Paolo Sottovia, Matteo Paganelli, Francesco Guerra, Yannis Velegrakis)....Pages 169-185
Web-Navigation Skill Assessment Through Eye-Tracking Data (Patrik Hlavac, Jakub Simko, Maria Bielikova)....Pages 186-197
Front Matter ....Pages 199-199
Updating Ontology Alignment on the Concept Level Based on Ontology Evolution (Adrianna Kozierkiewicz, Marcin Pietranik)....Pages 201-214
On the Application of Ontological Patterns for Conceptual Modeling in Multidimensional Models (Glenda Amaral, Giancarlo Guizzardi)....Pages 215-231
Front Matter ....Pages 233-233
Accurate and Transparent Path Prediction Using Process Mining (Gaël Bernard, Periklis Andritsos)....Pages 235-250
Contextual and Behavioral Customer Journey Discovery Using a Genetic Approach (Gaël Bernard, Periklis Andritsos)....Pages 251-266
Adaptive Partitioning and Order-Preserved Merging of Data Streams (Constantin Pohl, Kai-Uwe Sattler)....Pages 267-282
Front Matter ....Pages 283-283
CrowdED and CREX: Towards Easy Crowdsourcing Quality Control Evaluation (Tarek Awwad, Nadia Bennani, Veronika Rehn-Sonigo, Lionel Brunie, Harald Kosch)....Pages 285-301
Query-Oriented Answer Imputation for Aggregate Queries (Fatma-Zohra Hannou, Bernd Amann, Mohamed-Amine Baazizi)....Pages 302-318
Front Matter ....Pages 319-319
You Have the Choice: The Borda Voting Rule for Clustering Recommendations (Johannes Kastner, Markus Endres)....Pages 321-336
BM-index: Balanced Metric Space Index Based on Weighted Voronoi Partitioning (Matej Antol, Vlastislav Dohnal)....Pages 337-353
Front Matter ....Pages 355-355
ProSA—Using the CHASE for Provenance Management (Tanja Auge, Andreas Heuer)....Pages 357-372
ECHOES: A Fail-Safe, Conflict Handling, and Scalable Data Management Mechanism for the Internet of Things (Christoph Stach, Bernhard Mitschang)....Pages 373-389
Transaction Isolation in Mixed-Level and Mixed-Scope Settings (Stephen J. Hegner)....Pages 390-406
Front Matter ....Pages 407-407
Data Reduction in Multifunction OLAP (Ali Hassan, Patrice Darmon)....Pages 409-424
A Framework for Learning Cell Interestingness from Cube Explorations (Patrick Marcel, Veronika Peralta, Panos Vassiliadis)....Pages 425-440
Towards a Cost Model to Optimize User-Defined Functions in an ETL Workflow Based on User-Defined Performance Metrics (Syed Muhammad Fawad Ali, Robert Wrembel)....Pages 441-456
Back Matter ....Pages 457-457
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数据库和信息系统进展:第23届欧洲会议,ADBIS 2019,Bled,斯洛文尼亚,2019年9月8-11日,会议记录-Advances in Databases and Information Sy
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