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  • © 2019

Advances in Databases and Information Systems

23rd European Conference, ADBIS 2019, Bled, Slovenia, September 8–11, 2019, Proceedings

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(view affiliations)

Conference proceedings info: ADBIS 2019.

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  • ISBN: 978-3-030-28730-6
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Table of contents (27 papers)

  1. Front Matter

    Pages i-xxiii
  2. Data Mining

    1. Front Matter

      Pages 1-1
    2. Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data

      • Daniel Popovic, Edouard Fouché, Klemens Böhm
      Pages 3-19
    3. Improving Data Reduction by Merging Prototypes

      • Pavlos Ponos, Stefanos Ougiaroglou, Georgios Evangelidis
      Pages 20-32
    4. Keys in Relational Databases with Nulls and Bounded Domains

      • Munqath Alattar, Attila Sali
      Pages 33-50
  3. Machine Learning

    1. Front Matter

      Pages 51-51
    2. ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision

      • Radwa ElShawi, Youssef Sherif, Mouaz Al-Mallah, Sherif Sakr
      Pages 53-68
    3. 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
  4. Document and Text Databases

    1. Front Matter

      Pages 87-87
    2. Using Process Mining in Real-Time to Reduce the Number of Faulty Products

      • Zsuzsanna Nagy, Agnes Werner-Stark, Tibor Dulai
      Pages 89-104
    3. Pseudo-Relevance Feedback Based on Locally-Built Co-occurrence Graphs

      • Billel Aklouche, Ibrahim Bounhas, Yahya Slimani
      Pages 105-119
  5. Big Data

    1. Front Matter

      Pages 121-121
    2. Workload-Awareness in a NoSQL-Based Triplestore

      • Luiz Henrique Zambom Santana, Ronaldo dos Santos Mello
      Pages 123-138
    3. nativeNDP: Processing Big Data Analytics on Native Storage Nodes

      • Tobias Vinçon, Sergey Hardock, Christian Riegger, Andreas Koch, Ilia Petrov
      Pages 139-150
    4. Calculating Fourier Transforms in SQL

      • Dennis Marten, Holger Meyer, Andreas Heuer
      Pages 151-166
  6. Novel Applications

    1. Front Matter

      Pages 167-167
    2. Finding Synonymous Attributes in Evolving Wikipedia Infoboxes

      • Paolo Sottovia, Matteo Paganelli, Francesco Guerra, Yannis Velegrakis
      Pages 169-185
    3. Web-Navigation Skill Assessment Through Eye-Tracking Data

      • Patrik Hlavac, Jakub Simko, Maria Bielikova
      Pages 186-197
  7. Ontologies and Knowledge Management

    1. Front Matter

      Pages 199-199
    2. Updating Ontology Alignment on the Concept Level Based on Ontology Evolution

      • Adrianna Kozierkiewicz, Marcin Pietranik
      Pages 201-214

Other Volumes

  1. New Trends in Databases and Information Systems

    ADBIS 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8–11, 2019, Proceedings
  2. Advances in Databases and Information Systems

    23rd European Conference, ADBIS 2019, Bled, Slovenia, September 8–11, 2019, Proceedings

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.


Keywords

  • artificial intelligence
  • clustering
  • clustering algorithms
  • data management
  • data mining
  • data warehouses
  • databases
  • information management
  • information retrieval
  • internet
  • ontologies
  • parallel processing systems
  • parallel programming
  • problem solving
  • process mining
  • processors
  • query languages
  • semantic web
  • semantics
  • World Wide Web

Editors and Affiliations

  • University of Maribor, Maribor, Slovenia

    Tatjana Welzer, Vili Podgorelec, Aida Kamišalić Latifić

  • Alpen-Adria Universität Klagenfurt, Klagenfurt, Austria

    Johann Eder

Bibliographic Information

Buying options

eBook
USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-28730-6
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 89.99
Price excludes VAT (USA)