Advances in Databases and Information Systems
23rd European Conference, ADBIS 2019, Bled, Slovenia, September 8–11, 2019, Proceedings
Editors: Welzer, T., Eder, J., Podgorelec, V., Kamišalić Latifić, A. (Eds.)
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- About this book
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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 (27 chapters)
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Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data
Pages 3-19
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Improving Data Reduction by Merging Prototypes
Pages 20-32
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Keys in Relational Databases with Nulls and Bounded Domains
Pages 33-50
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ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision
Pages 53-68
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Heterogeneous Committee-Based Active Learning for Entity Resolution (HeALER)
Pages 69-85
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Table of contents (27 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Advances in Databases and Information Systems
- Book Subtitle
- 23rd European Conference, ADBIS 2019, Bled, Slovenia, September 8–11, 2019, Proceedings
- Editors
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- Tatjana Welzer
- Johann Eder
- Vili Podgorelec
- Aida Kamišalić Latifić
- Series Title
- Information Systems and Applications, incl. Internet/Web, and HCI
- Series Volume
- 11695
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-28730-6
- DOI
- 10.1007/978-3-030-28730-6
- Softcover ISBN
- 978-3-030-28729-0
- Edition Number
- 1
- Number of Pages
- XXIII, 457
- Number of Illustrations
- 389 b/w illustrations, 73 illustrations in colour
- Topics
