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Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery

12th International Conference, BDAS 2016, Ustroń, Poland, May 31 - June 3, 2016, Proceedings

  • Conference proceedings
  • © 2016

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 613)

Included in the following conference series:

Conference proceedings info: BDAS 2015. BDAS 2016.

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Table of contents (57 papers)

  1. Front Matter

    Pages I-XVII
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  2. Invited Papers

    1. Front Matter

      Pages 1-1
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    2. Interactive Visualization of Big Data

      • Parke Godfrey, Jarek Gryz, Piotr Lasek, Nasim Razavi
      Pages 3-22

    3. Big Data Management in the Cloud: Evolution or Crossroad?

      • Abdelkader Hameurlain, Franck Morvan
      Pages 23-38

    4. Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization

      • Mamoun Almardini, Ayman Hajja, Zbigniew W. Raś, Lina Clover, David Olaleye, Youngjin Park et al.
      Pages 39-55

    5. Performing and Visualizing Temporal Analysis of Large Text Data Issued for Open Sources: Past and Future Methods

      • Jean-Charles Lamirel, Nicolas Dugué, Pascal Cuxac
      Pages 56-76

  3. Artifical Intelligence, Data Mining and Knowlege Discovery

    1. Front Matter

      Pages 77-77
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    2. Influence of Outliers Introduction on Predictive Models Quality

      • Mateusz Kalisch, Marcin Michalak, Marek Sikora, Łukasz Wróbel, Piotr Przystałka
      Pages 79-93

    3. Mining Rule-Based Knowledge Bases

      • Agnieszka Nowak-Brzezińska
      Pages 94-108

    4. Two Methods of Combining Classifiers, Which are Based on Decision Templates and Theory of Evidence, in a Dispersed Decision-Making System

      • Małgorzata Przybyła-Kasperek
      Pages 109-119

    5. Methods for Selecting Nodes for Maximal Spread of Influence in Recommendation Services

      • Bogdan Gliwa, Anna Zygmunt
      Pages 120-134

    6. Memetic Neuro-Fuzzy System with Differential Optimisation

      • Krzysztof Siminski
      Pages 135-145

    7. New Rough-Neuro-Fuzzy Approach for Regression Task in Incomplete Data

      • Krzysztof Siminski
      Pages 146-156

    8. Improvement of Precision of Neuro-Fuzzy System by Increase of Activation of Rules

      • Krzysztof Siminski
      Pages 157-167

    9. Rough Sets in Multicriteria Classification of National Heritage Monuments

      • Krzysztof Czajkowski
      Pages 168-178

  4. Architectures, Structures and Algorithms for Efficient Data Processing

    1. Front Matter

      Pages 179-179
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    2. Inference Rules for Fuzzy Functional Dependencies in Possibilistic Databases

      • Krzysztof Myszkorowski
      Pages 181-191

    3. The Evaluation of Map-Reduce Join Algorithms

      • Maciej Penar, Artur Wilczek
      Pages 192-203

    4. The Design of the Efficient Theta-Join in Map-Reduce Environment

      • Maciej Penar, Artur Wilczek
      Pages 204-215

    5. Non-recursive Approach for Sort-Merge Join Operation

      • Norah Asiri, Rasha Alsulim
      Pages 216-224
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Other volumes

  1. Beyond Databases, Architectures and Structures

  2. Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery

Keywords

About this book

This book constitutes the refereed proceedings of the 12th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2016, held in Ustroń, Poland, in May/June 2016.

It consists of 57 carefully reviewed papers selected from 152 submissions. The papers are organized in topical sections, namely artificial intelligence, data mining and knowledge discovery; architectures, structures and algorithms for efficient data processing; data warehousing and OLAP; natural language processing, ontologies and semantic Web; bioinformatics and biomedical data analysis; data processing tools; novel applications of database systems.

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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