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Computer Information Systems and Industrial Management

15th IFIP TC8 International Conference, CISIM 2016, Vilnius, Lithuania, September 14-16, 2016, Proceedings

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Khalid Saeed

    1. Bialystok University of Technology , Bialystok, Poland

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    You can also search for this editor in PubMed   Google Scholar

  2. Władysław Homenda

    1. University of Bialystok , Vilnius, Lithuania

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9842)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: CISIM 2016.

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Table of contents (65 papers)

  1. Front Matter

    Pages I-XXIV
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  3. Rough Set Methods for Big Data Analytics

    1. Front Matter

      Pages 15-15
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    2. Complex Adaptive Systems and Interactive Granular Computing

      • Andrzej Skowron
      Pages 17-22

    3. Innovation and Big Data

      • H. Jaap van den Herik
      Pages 23-30

    4. Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets

      • Katarzyna Borowska, Jarosław Stepaniuk
      Pages 31-42

    5. Embedding the V-Detector Algorithm in FPGA

      • Maciej Brzozowski, Andrzej Chmielewski
      Pages 43-54

    6. Attribute Reduction Based on MapReduce Model and Discernibility Measure

      • Michal Czolombitko, Jaroslaw Stepaniuk
      Pages 55-66

    7. Mapping Points Back from the Concept Space with Minimum Mean Squared Error

      • Wladyslaw Homenda, Tomasz Penza
      Pages 67-78

    8. Representatives of Rough Regions for Generating Classification Rules

      • Piotr Hońko
      Pages 79-90

    9. Hardware Supported Rough Sets Based Rules Generation for Big Datasets

      • Maciej Kopczynski, Tomasz Grzes, Jaroslaw Stepaniuk
      Pages 91-102

  4. Images, Visualization, Classification

    1. Front Matter

      Pages 103-103
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    2. Information Density Based Image Binarization for Text Document Containing Graphics

      • Soma Datta, Nabendu Chaki, Sankhayan Choudhury
      Pages 105-115

    3. MRI Texture-Based Classification of Dystrophic Muscles. A Search for the Most Discriminative Tissue Descriptors

      • Dorota Duda, Marek Kretowski, Noura Azzabou, Jacques D. de Certaines
      Pages 116-128

    4. Detection of Orbital Floor Fractures by Principal Component Analysis

      • Daniel Krpelik, Milan Jaros, Marta Jarosova, Petr Strakos, Tereza Buresova, Alena Vasatova et al.
      Pages 129-138

    5. An Approach to Cell Nuclei Counting in Histological Image Analysis

      • Maryna Lukashevich, Valery Starovoitov
      Pages 139-147

    6. Automatic Segmentation Framework for Fluorescence in Situ Hybridization Cancer Diagnosis

      • Marcin Stachowiak, Łukasz Jeleń
      Pages 148-159

    7. Neural Network Classification of SDR Signal Modulation

      • Jakub Stebel, Michal Krumnikl, Pavel Moravec, Petr Olivka, David Seidl
      Pages 160-171

    8. Skull Stripping for MRI Images Using Morphological Operators

      • Joanna Swiebocka-Wiek
      Pages 172-182
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  1. Computer Information Systems and Industrial Management

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About this book

This book constitutes the proceedings of the 15th IFIP TC8 International Conference on Computer Information Systems and Industrial Management, CISIM 2016, held in Vilnius, Lithuania, in September 2016.

The 63 regular papers presented together with 1 inivted paper and 5 keynotes in this volume were carefully reviewed and selected from about 89 submissions. The main topics covered are rough set methods for big data analytics; images, visualization, classification; optimization, tuning; scheduling in manufacturing and other applications; algorithms; decisions; intelligent distributed systems; and biometrics, identification, security.

 

Editors and Affiliations

  • Bialystok University of Technology , Bialystok, Poland

    Khalid Saeed

  • University of Bialystok , Vilnius, Lithuania

    Władysław Homenda

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