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Databases and Information Systems

14th International Baltic Conference, DB&IS 2020, Tallinn, Estonia, June 16–19, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Tarmo Robal

    1. Department of Computer Systems, Tallinn University of Technology, Tallinn, Estonia

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  2. Hele-Mai Haav

    1. Department of Software Science, Tallinn University of Technology, Tallinn, Estonia

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  3. Jaan Penjam

    1. Department of Software Science, Tallinn University of Technology, Tallinn, Estonia

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  4. Raimundas Matulevičius

    1. Institute of Computer Science, University of Tartu, Tartu, Estonia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1243)

Included in the following conference series:

Conference proceedings info: DB&IS 2020.

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Table of contents (24 papers)

  1. Front Matter

    Pages i-xiii
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  3. Architectures and Quality of Information Systems

    1. Front Matter

      Pages 21-21
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    2. Change Discovery in Heterogeneous Data Sources of a Data Warehouse

      • Darja Solodovnikova, Laila Niedrite
      Pages 23-37

    3. Floor Selection Proposal for Automated Travel with Smart Elevator

      • Uljana Reinsalu, Tarmo Robal, Mairo Leier
      Pages 38-51

  4. Artificial Intelligence in Information Systems

    1. Front Matter

      Pages 53-53
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    2. Application Development for Hand Gestures Recognition with Using a Depth Camera

      • Dina Satybaldina, Gulziya Kalymova, Natalya Glazyrina
      Pages 55-67

    3. Features and Methods for Automatic Posting Account Classification

      • Zigmunds Beļskis, Marita Zirne, Mārcis Pinnis
      Pages 68-81

    4. Mobile Phone Usage Data for Credit Scoring

      • Henri Ots, Innar Liiv, Diana Tur
      Pages 82-95

    5. Review of Non-English Corpora Annotated for Emotion Classification in Text

      • Viktorija Leonova
      Pages 96-108

    6. Simultaneous Road Edge and Road Surface Markings Detection Using Convolutional Neural Networks

      • René Pihlak, Andri Riid
      Pages 109-121

    7. Specialized Image Descriptors for Signboard Photographs Classification

      • Aleksei Samarin, Valentin Malykh, Sergey Muravyov
      Pages 122-129

    8. Text Extraction from Scrolling News Tickers

      • Ingus Janis Pretkalnins, Arturs Sprogis, Guntis Barzdins
      Pages 130-143

    9. Using Machine Learning for Automated Assessment of Misclassification of Goods for Fraud Detection

      • Margarita Spichakova, Hele-Mai Haav
      Pages 144-158

  5. Data and Knowledge Engineering

    1. Front Matter

      Pages 159-159
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    2. A Little Bird Told Me: Discovering KPIs from Twitter Data

      • Janis Zemnickis, Laila Niedrite, Natalija Kozmina
      Pages 161-175

    3. Automating Detection of Occurrences of PostgreSQL Database Design Problems

      • Erki Eessaar
      Pages 176-189

    4. Complexity Issues in Data-Driven Fuzzy Inference Systems: Systematic Literature Review

      • Jolanta Miliauskaitė, Diana Kalibatiene
      Pages 190-204
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  1. Databases and Information Systems

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About this book



This book constitutes the refereed proceedings of the 14th International Baltic Conference on Databases and Information Systems, DB&IS 2020, held in Tallinn, Estonia, in June 2020.*
The 22 revised papers presented were carefully reviewed and selected from 52 submissions. The papers are centered around topics like architectures and quality of information systems, artificial intelligence in information systems, data and knowledge engineering, enterprise and information systems engineering, security of information systems.



*The conference was held virtully due to the COVID-19 pandemic.

Editors and Affiliations

  • Department of Computer Systems, Tallinn University of Technology, Tallinn, Estonia

    Tarmo Robal

  • Department of Software Science, Tallinn University of Technology, Tallinn, Estonia

    Hele-Mai Haav, Jaan Penjam

  • Institute of Computer Science, University of Tartu, Tartu, Estonia

    Raimundas Matulevičius

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