Intelligent Methods and Big Data in Industrial Applications

  • Robert Bembenik
  • Łukasz Skonieczny
  • Grzegorz Protaziuk
  • Marzena Kryszkiewicz
  • Henryk Rybinski

Part of the Studies in Big Data book series (SBD, volume 40)

Table of contents

  1. Front Matter
    Pages i-xv
  2. Artificial Intelligence Applications

    1. Front Matter
      Pages 1-1
    2. Germán G. Creamer
      Pages 3-14
    3. Mateusz Modrzejewski, Przemysław Rokita
      Pages 15-27
    4. Cezary Pawlowski, Anna Gelich, Zbigniew W. Raś
      Pages 41-52
    5. Grzegorz Protaziuk, Robert Piątkowski, Robert Bembenik
      Pages 53-71
  3. Complex Systems

    1. Front Matter
      Pages 89-89
    2. Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice
      Pages 91-101
  4. Data Mining

  5. Medical Applications and Bioinformatics

    1. Front Matter
      Pages 201-201
    2. Konrad A. Ciecierski, Tomasz Mandat
      Pages 203-212
    3. Bożena Małysiak-Mrozek, Hanna Mazurkiewicz, Dariusz Mrozek
      Pages 213-233
    4. Andrzej W. Przybyszewski, Stanislaw Szlufik, Piotr Habela, Dariusz M. Koziorowski
      Pages 235-246
    5. Piotr Szczuko, Michał Lech, Andrzej Czyżewski
      Pages 247-257
  6. Multimedia Processing

    1. Front Matter
      Pages 259-259
    2. Alfredo Cuzzocrea, Enzo Mumolo, Gianni Vercelli
      Pages 277-289
    3. Aleksandra Dorochowicz, Piotr Hoffmann, Agata Majdańczuk, Bożena Kostek
      Pages 291-305
  7. Text Processing

    1. Front Matter
      Pages 321-321
    2. Katarzyna Baraniak, Marcin Sydow
      Pages 323-332
    3. María G. Buey, Cristian Roman, Angel Luis Garrido, Carlos Bobed, Eduardo Mena
      Pages 333-351
  8. Back Matter
    Pages 375-376

About this book


The inspiration for this book came from the Industrial Session of the ISMIS 2017 Conference in Warsaw. It covers numerous applications of intelligent technologies in various branches of the industry. Intelligent computational methods and big data foster innovation and enable the industry to overcome technological limitations and explore the new frontiers. Therefore it is necessary for scientists and practitioners to cooperate and inspire each other, and use the latest research findings to create new designs and products. As such, the contributions cover solutions to the problems experienced by practitioners in the areas of artificial intelligence, complex systems, data mining, medical applications and bioinformatics, as well as multimedia- and text processing. Further, the book shows new directions for cooperation between science and industry and facilitates efficient transfer of knowledge in the area of intelligent information systems.



Big Data Computational Intelligence Intelligent Information Systems Intelligent Technologies Blockchain

Editors and affiliations

  • Robert Bembenik
    • 1
  • Łukasz Skonieczny
    • 2
  • Grzegorz Protaziuk
    • 3
  • Marzena Kryszkiewicz
    • 4
  • Henryk Rybinski
    • 5
  1. 1.Institute of Computer ScienceWarsaw University of TechnologyWarsawPoland
  2. 2.Institute of Computer ScienceWarsaw University of TechnologyWarsawPoland
  3. 3.Institute of Computer ScienceWarsaw University of TechnologyWarsawPoland
  4. 4.Institute of Computer ScienceWarsaw University of TechnologyWarsawPoland
  5. 5.Institute of Computer ScienceWarsaw University of TechnologyWarsawPoland

Bibliographic information

  • DOI
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2019
  • Publisher Name Springer, Cham
  • eBook Packages Intelligent Technologies and Robotics
  • Print ISBN 978-3-319-77603-3
  • Online ISBN 978-3-319-77604-0
  • Series Print ISSN 2197-6503
  • Series Online ISSN 2197-6511
  • Buy this book on publisher's site
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