Get 40% off select print & eBooks in Engineering & Materials or 50% off eBooks in Medicine & Psychology!

Information Systems and Applications, incl. Internet/Web, and HCI

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.)

Free Preview

Buy this book

eBook $69.99
price for USA in USD (gross)
  • ISBN 978-3-030-28730-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-030-28729-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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)

Table of contents (27 chapters)
  • Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data

    Pages 3-19

    Popovic, Daniel (et al.)

  • Improving Data Reduction by Merging Prototypes

    Pages 20-32

    Ponos, Pavlos (et al.)

  • Keys in Relational Databases with Nulls and Bounded Domains

    Pages 33-50

    Alattar, Munqath (et al.)

  • ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision

    Pages 53-68

    ElShawi, Radwa (et al.)

  • Heterogeneous Committee-Based Active Learning for Entity Resolution (HeALER)

    Pages 69-85

    Chen, Xiao (et al.)

Buy this book

eBook $69.99
price for USA in USD (gross)
  • ISBN 978-3-030-28730-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA in USD
  • ISBN 978-3-030-28729-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

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
  • 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