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Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety

14th International Conference, BDAS 2018, Held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 18-20, 2018, Proceedings

  • Stanisław Kozielski
  • Dariusz Mrozek
  • Paweł Kasprowski
  • Bożena Małysiak-Mrozek
  • Daniel Kostrzewa
Conference proceedings BDAS 2018

Part of the Communications in Computer and Information Science book series (CCIS, volume 928)

Table of contents

  1. Front Matter
    Pages I-XVIII
  2. Big Data and Cloud Computing

    1. Front Matter
      Pages 1-1
    2. Xiao Chen, Roman Zoun, Eike Schallehn, Sravani Mantha, Kirity Rapuru, Gunter Saake
      Pages 3-17
    3. Michał Bochenek, Kamil Folkert, Roman Jaksik, Michał Krzesiak, Marcin Michalak, Marek Sikora et al.
      Pages 18-32
    4. Bożena Małysiak-Mrozek, Paweł Daniłowicz, Dariusz Mrozek
      Pages 33-46
    5. Jarosław Kurpanik, Joanna Henzel, Marek Sikora, Łukasz Wróbel, Marek Drewniak
      Pages 47-60
  3. Architectures, Structures and Algorithms for Efficient Data Processing

    1. Front Matter
      Pages 61-61
    2. Maryam Abbasi, Pedro Martins, José Cecílio, João Costa, Pedro Furtado
      Pages 63-74
    3. Ewa Guminska, Teresa Zawadzka
      Pages 75-89
    4. K. T. Sridhar, Jimson Johnson
      Pages 90-104
    5. Marten Wallewein-Eising, David Broneske, Gunter Saake
      Pages 105-119
    6. Rafał Bocian, Dominika Pawłowska, Krzysztof Stencel, Piotr Wiśniewski
      Pages 120-127
    7. Iya Arefyeva, David Broneske, Gabriel Campero, Marcus Pinnecke, Gunter Saake
      Pages 128-142
  4. Artificial Intelligence, Data Mining and Knowledge Discovery

    1. Front Matter
      Pages 169-169
    2. Beata Zielosko, Krzysztof Żabiński
      Pages 171-181
    3. Paweł Matyszok, Marek Sikora, Łukasz Wróbel
      Pages 182-193
    4. Jakub Nalepa, Michal Myller, Szymon Piechaczek, Krzysztof Hrynczenko, Michal Kawulok
      Pages 194-206
    5. Andrzej Szwabe, Pawel Misiorek
      Pages 207-219
    6. Daniel Kostrzewa, Robert Brzeski, Maciej Kubanski
      Pages 233-242
  5. Text Mining, Natural Language Processing, Ontologies and Semantic Web

    1. Front Matter
      Pages 243-243
    2. Andrzej Szwabe, Paweł Misiorek, Michał Ciesielczyk, Jarosław Bąk
      Pages 256-270
    3. Hiba Khalid, Esteban Zimanyi, Robert Wrembel
      Pages 271-282
    4. Marta Burzańska, Piotr Wiśniewski
      Pages 294-305
  6. Image Analysis and Multimedia Mining

    1. Front Matter
      Pages 307-307
    2. Daniel Kostrzewa, Łukasz Skonieczny, Paweł Benecki, Michał Kawulok
      Pages 361-375
    3. Krzysztof Kotowski, Katarzyna Stapor
      Pages 376-389
    4. Michał Lupa, Stanisław Szombara, Krystian Kozioł, Michał Chromiak
      Pages 390-403
  7. Data Mining Applications

    1. Front Matter
      Pages 405-405
    2. Adrian Bogacz, Tomasz Danek, Katarzyna Miernik
      Pages 407-420
    3. Marek Drewniak, Marcin Fojcik, Damian Grzechca, Michal Kruk
      Pages 421-431
    4. Dariusz Bernatowicz, Stanisław Duer, Paweł Wrzesień
      Pages 432-441
    5. Stanisław Duer, Dariusz Bernatowicz, Paweł Wrzesień, Radosław Duer
      Pages 442-454
    6. Dominik Samociuk, Andrzej Chydzinski, Marek Barczyk
      Pages 455-466
    7. Edyta Kucharska, Krzysztof Ra̧czka
      Pages 467-479
    8. Paweł Kasprowski, Katarzyna Harezlak
      Pages 494-504
  8. Back Matter
    Pages 505-506

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 14th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2018, held in Poznań, Poland, in September 2018, during the IFIP World Computer Congress.

It consists of 38 carefully reviewed papers selected from 102 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing; artificial intelligence, data mining and knowledge discovery; text mining, natural language processing, ontologies and semantic web; image analysis and multimedia mining. 

Keywords

algorithms artificial intelligence big data classification cloud computing computer networks data mining databases image processing image segmentation knowledge representation and reasoning map-reduce neural networks ontologies query languages

Editors and affiliations

  1. 1.Institute of InformaticsSilesian University of TechnologyGliwicePoland
  2. 2.Institute of InformaticsSilesian University of TechnologyGliwicePoland
  3. 3.Institute of InformaticsSilesian University of TechnologyGliwicePoland
  4. 4.Institute of InformaticsSilesian University of TechnologyGliwicePoland
  5. 5.Institute of InformaticsSilesian University of TechnologyGliwicePoland

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-99987-6
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-99986-9
  • Online ISBN 978-3-319-99987-6
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site