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Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation

13th International Conference, BDAS 2017, Ustroń, Poland, May 30 - June 2, 2017, Proceedings

  • Conference proceedings
  • © 2017

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 716)

Included in the following conference series:

Conference proceedings info: BDAS 2017.

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About this book

This book constitutes the refereed proceedings of the 13th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2017, held in Ustroń, Poland, in May/June 2017.

It consists of 44 carefully reviewed papers selected from 118 submissions. The papers are organized in topical sections, namely big data and cloud computing; artificial intelligence, data mining and knowledge discovery; architectures, structures and algorithms for efficient data processing; text mining, natural language processing, ontologies and semantic web; bioinformatics and biological data analysis; industrial applications; data mining tools, optimization and compression.

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Table of contents (44 papers)

  1. Front Matter

    Pages I-XVIII
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  2. Big Data and Cloud Computing

    1. Front Matter

      Pages 1-1
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    2. Integrating Map-Reduce and Stream-Processing for Efficiency (MRSP)

      • Pedro Martins, Maryam Abbasi, José Cecílio, Pedro Furtado
      Pages 3-15

    3. Tensor-Based Modeling of Temporal Features for Big Data CTR Estimation

      • Andrzej Szwabe, Pawel Misiorek, Michal Ciesielczyk
      Pages 16-27

    4. Evaluation of XPath Queries Over XML Documents Using SparkSQL Framework

      • Radoslav Hricov, Adam Šenk, Petr Kroha, Michal Valenta
      Pages 28-41

    5. Metrics-Based Auto Scaling Module for Amazon Web Services Cloud Platform

      • Dariusz Rafal Augustyn, Lukasz Warchal
      Pages 42-52

  3. Artificial Intelligence, Data Mining and Knowledge Discovery

    1. Front Matter

      Pages 53-53
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    2. Comparison of Two Versions of Formalization Method for Text Expressed Knowledge

      • Martina Asenbrener Katic, Sanja Candrlic, Mile Pavlic
      Pages 55-66

    3. Influence of Similarity Measures for Rules and Clusters on the Efficiency of Knowledge Mining in Rule-Based Knowledge Bases

      • Agnieszka Nowak-Brzezińska, Tomasz Rybotycki
      Pages 67-78

    4. Attribute Reduction in a Dispersed Decision-Making System with Negotiations

      • Małgorzata Przybyła-Kasperek
      Pages 79-88

    5. Adjusting Parameters of the Classifiers in Multiclass Classification

      • Daniel Kostrzewa, Robert Brzeski
      Pages 89-101

    6. Data Mining - A Tool for Migration Stock Prediction

      • Mirela Danubianu
      Pages 102-114

    7. A Survey on Data Mining Methods for Clustering Complex Spatiotemporal Data

      • Piotr S. Maciąg
      Pages 115-126

  4. Architectures, Structures and Algorithms for Efficient Data Processing

    1. Front Matter

      Pages 127-127
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    2. Multi-partition Distributed Transactions over Cassandra-Like Database with Tunable Contention Control

      • Marek Lewandowski, Jacek Lewandowski
      Pages 129-140

    3. The Multi-model Databases – A Review

      • Ewa Płuciennik, Kamil Zgorzałek
      Pages 141-152

    4. Comparative Analysis of Relational and Non-relational Databases in the Context of Performance in Web Applications

      • Konrad Fraczek, Malgorzata Plechawska-Wojcik
      Pages 153-164

    5. Using Genetic Algorithms to Optimize Redundant Data

      • Iwona Szulc, Krzysztof Stencel, Piotr Wiśniewski
      Pages 165-176

    6. Interoperable SQLite for a Bare PC

      • William Thompson, Ramesh Karne, Alexander Wijesinha, Hojin Chang
      Pages 177-188

    7. FM-index for Dummies

      • Szymon Grabowski, Marcin Raniszewski, Sebastian Deorowicz
      Pages 189-201
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Other volumes

  1. Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation

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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