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Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis

15th International Conference, BDAS 2019, Ustroń, Poland, May 28–31, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Stanisław Kozielski

    1. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

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  2. Dariusz Mrozek

    1. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

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  3. Paweł Kasprowski

    1. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

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  4. Bożena Małysiak-Mrozek

    1. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

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  5. Daniel Kostrzewa

    1. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1018)

Included in the following conference series:

Conference proceedings info: BDAS 2019.

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Table of contents (27 papers)

  1. Front Matter

    Pages i-xvii
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  2. Big Data and Cloud Computing

    1. Front Matter

      Pages 1-1
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    2. Nova: Diffused Database Processing Using Clouds of Components [Vision Paper]

      • Shahram Ghandeharizadeh, Haoyu Huang, Hieu Nguyen
      Pages 3-14

    3. Big Data in Power Generation

      • Marek Moleda, Dariusz Mrozek
      Pages 15-29

    4. Using GPU to Accelerate Correlation on Seismic Signal

      • Dominika Pawłowska, Piotr Wiśniewski
      Pages 30-39

    5. Detection of Dangers in Human Health with IoT Devices in the Cloud and on the Edge

      • Mateusz Gołosz, Dariusz Mrozek
      Pages 40-53

  3. Architectures, Structures and Algorithms for Efficient Data Processing and Analysis

    1. Front Matter

      Pages 55-55
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    2. Serialization for Property Graphs

      • Dominik Tomaszuk, Renzo Angles, Łukasz Szeremeta, Karol Litman, Diego Cisterna
      Pages 57-69

    3. Evaluation of Key-Value Stores for Distributed Locking Purposes

      • Piotr Grzesik, Dariusz Mrozek
      Pages 70-81

    4. On Repairing Referential Integrity Constraints in Relational Databases

      • Raji Ghawi
      Pages 82-96

    5. Interactive Decomposition of Relational Database Schemes Using Recommendations

      • Raji Ghawi
      Pages 97-108

  4. Artificial Intelligence, Data Mining and Knowledge Discovery

    1. Front Matter

      Pages 109-109
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    2. Comparison Study on Convolution Neural Networks (CNNs) vs. Human Visual System (HVS)

      • Manuel Caldeira, Pedro Martins, José Cecílio, Pedro Furtado
      Pages 111-125

    3. Multi-criteria Decision Analysis in the Railway Risk Management Process

      • Jacek Bagiński, Barbara Flisiuk, Wojciech Górka, Dariusz Rogowski, Tomasz Stęclik
      Pages 126-138

    4. NFL – Free Library for Fuzzy and Neuro-Fuzzy Systems

      • Krzysztof Siminski
      Pages 139-150

    5. Detection of Common English Grammar Usage Errors

      • Luke Immes, Haim Levkowitz
      Pages 151-167

    6. Link Prediction Based on Time Series of Similarity Coefficients and Structural Function

      • Piotr Stąpor, Ryszard Antkiewicz, Mariusz Chmielewski
      Pages 168-179

    7. The Analysis of Relations Between Users on Social Networks Based on the Polish Political Tweets

      • Adam Pelikant
      Pages 180-191

  5. Image Analysis and Multimedia Mining

    1. Front Matter

      Pages 193-193
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    2. Poincaré Metric in Algorithms for Data Mining Tools

      • Alenka Trpin, Biljana Mileva Boshkoska, Pavle Boškoski
      Pages 195-203
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  1. Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis

Keywords

About this book

This book constitutes the refereed proceedings of the 15th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2019, held in Ustroń, Poland, in May 2019.

It consists of 26 carefully reviewed papers selected from 69 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing and analysis; artificial intelligence, data mining and knowledge discovery; image analysis and multimedia mining; bioinformatics and biomedical data analysis; industrial applications; networks and security.

 

Editors and Affiliations

  • Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Stanisław Kozielski, Dariusz Mrozek, Paweł Kasprowski, Bożena Małysiak-Mrozek, Daniel Kostrzewa

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