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  • © 2020

Database and Expert Systems Applications

31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14–17, 2020, Proceedings, Part I

Conference proceedings info: DEXA 2020.

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Table of contents (30 papers)

  1. Front Matter

    Pages i-xxix
  2. Keynote Paper

    1. Front Matter

      Pages 1-1
  3. Big Data Management and Analytics

    1. Front Matter

      Pages 21-21
    2. A Graph Partitioning Algorithm for Edge or Vertex Balance

      • Adnan El Moussawi, Nacéra Bennacer Seghouani, Francesca Bugiotti
      Pages 23-37
    3. DSCAN: Distributed Structural Graph Clustering for Billion-Edge Graphs

      • Hiroaki Shiokawa, Tomokatsu Takahashi
      Pages 38-54
    4. Accelerating All 5-Vertex Subgraphs Counting Using GPUs

      • Shuya Suganami, Toshiyuki Amagasa, Hiroyuki Kitagawa
      Pages 55-70
    5. PhoeniQ: Failure-Tolerant Query Processing in Multi-node Environments

      • Yutaro Bessho, Yuto Hayamizu, Kazuo Goda, Masaru Kitsuregawa
      Pages 71-85
  4. Consistency, Integrity, Quality of Data

    1. Front Matter

      Pages 87-87
    2. A DSL for Automated Data Quality Monitoring

      • Felix Heine, Carsten Kleiner, Thomas Oelsner
      Pages 89-105
    3. Fast One-to-Many Reliability Estimation for Uncertain Graphs

      • Junya Yanagisawa, Hiroaki Shiokawa
      Pages 106-121
    4. Quality Matters: Understanding the Impact of Incomplete Data on Visualization Recommendation

      • Rischan Mafrur, Mohamed A. Sharaf, Guido Zuccon
      Pages 122-138
  5. Data Analysis and Data Modeling

    1. Front Matter

      Pages 139-139
    2. ModelDrivenGuide: An Approach for Implementing NoSQL Schemas

      • Jihane Mali, Faten Atigui, Ahmed Azough, Nicolas Travers
      Pages 141-151
    3. Automatic Schema Generation for Document-Oriented Systems

      • Paola Gómez, Rubby Casallas, Claudia Roncancio
      Pages 152-163
    4. Schedule for Detour-Type Demand Bus with Regular Usage Data

      • Yuuri Sakai, Yasuhito Asano, Masatoshi Yoshikawa
      Pages 164-176
    5. Algebra for Complex Analysis of Data

      • Jakub Peschel, Michal Batko, Pavel Zezula
      Pages 177-187
    6. FD-VAE: A Feature Driven VAE Architecture for Flexible Synthetic Data Generation

      • Gianluigi Greco, Antonella Guzzo, Giuseppe Nardiello
      Pages 188-197
  6. Data Mining

    1. Front Matter

      Pages 199-199
    2. Bi-Level Associative Classifier Using Automatic Learning on Rules

      • Nitakshi Sood, Leepakshi Bindra, Osmar Zaiane
      Pages 201-216

About this book

The double volumes LNCS 12391-12392 constitutes the papers of the 31st International Conference on Database and Expert Systems Applications, DEXA 2020,  which will be held online in September 2020.

 The 38 full papers presented together with 20 short papers plus 1 keynote papers in these volumes were carefully reviewed and selected from a total of 190 submissions. 

Keywords

  • artificial intelligence
  • computer hardware
  • computer networks
  • computer programming
  • computer science
  • computer systems
  • computer vision
  • data mining
  • databases
  • engineering
  • graph theory
  • information retrieval
  • internet
  • machine learning
  • mathematics
  • network protocols
  • signal processing
  • software design
  • software engineering
  • theoretical computer science

Editors and Affiliations

  • Clausthal University of Technology, Clausthal-Zellerfeld, Germany

    Sven Hartmann

  • Johannes Kepler University of Linz, Linz, Austria

    Josef Küng, Gabriele Kotsis, Ismail Khalil

  • IFS, Vienna University of Technology, Vienna, Austria

    A Min Tjoa

Bibliographic Information

Buy it now

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access