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Information Technology, Systems Research, and Computational Physics

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Piotr Kulczycki

    1. Faculty of Physics and Applied Computer Science, AGH University of Science and Technology, Krakow, Poland

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  2. Janusz Kacprzyk

    1. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

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  3. László T. Kóczy

    1. Faculty of Engineering Sciences, Széchenyi István University, Győr, Hungary

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  4. Radko Mesiar

    1. Faculty of Civil Engineering, Slovak University of Technology, Bratislava, Slovakia

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  5. Rafal Wisniewski

    1. Department of Electronic Systems, Aalborg University, Aalborg, Denmark

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  • Recent research in Information Technology, Systems Research and Computational Physics
  • Selected and edited results from the 3rd Conference on Information Technology, Systems Research and Computational Physics (ITSRCP'18)[i], together with the sister 6th International Symposium CompIMAGE’18 – Computational Modeling of Objects Presented in Images: Fundamentals, Methods, and Applications (CompIMAGE'18)[ii]

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 945)

Included in the following conference series:

Conference proceedings info: ITSRCP 2018.

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Table of contents (30 papers)

  1. Front Matter

    Pages i-xiii
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  2. Data Analysis and Intelligent Computing

    1. Front Matter

      Pages 1-1
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    2. Using Random Forest Classifier for Particle Identification in the ALICE Experiment

      • Tomasz Trzciński, Łukasz Graczykowski, Michał Glinka, for the ALICE Collaboration
      Pages 3-17

    3. Fault Propagation Models Generation in Mobile Telecommunications Networks Based on Bayesian Networks with Principal Component Analysis Filtering

      • Artur Maździarz
      Pages 18-33

    4. Optimizing Clustering with Cuttlefish Algorithm

      • Piotr A. Kowalski, Szymon Łukasik, Małgorzata Charytanowicz, Piotr Kulczycki
      Pages 34-43

    5. A Memetic Version of the Bacterial Evolutionary Algorithm for Discrete Optimization Problems

      • Boldizsár Tüű-Szabó, Péter Földesi, László T. Kóczy
      Pages 44-55

    6. On Wavelet Based Enhancing Possibilities of Fuzzy Classification Methods

      • Ferenc Lilik, Levente Solecki, Brigita Sziová, László T. Kóczy, Szilvia Nagy
      Pages 56-73

    7. On the Convergence of Fuzzy Grey Cognitive Maps

      • István Á. Harmati, László T. Kóczy
      Pages 74-84

    8. Hierarchical Fuzzy Decision Support Methodology for Packaging System Design

      • Kata Vöröskői, Gergő Fogarasi, Adrienn Buruzs, Péter Földesi, László T. Kóczy
      Pages 85-96

    9. Image Enhancement with Applications in Biomedical Processing

      • Małgorzata Charytanowicz, Piotr Kulczycki, Szymon Łukasik, Piotr A. Kowalski
      Pages 97-106

    10. Efficient Astronomical Data Condensation Using Fast Nearest Neighbors Search

      • Szymon Łukasik, Konrad Lalik, Piotr Sarna, Piotr A. Kowalski, Małgorzata Charytanowicz, Piotr Kulczycki
      Pages 107-115

    11. Similarity-Based Outlier Detection in Multiple Time Series

      • Grzegorz Gołaszewski
      Pages 116-131

    12. Metaheuristics in Physical Processes Optimization

      • Tomasz Rybotycki
      Pages 132-148

    13. Crisp vs Fuzzy Decision Support Systems for the Forex Market

      • Przemysław Juszczuk, Lech Kruś
      Pages 149-163

    14. A Hybrid Cascade Neural Network with Ensembles of Extended Neo-Fuzzy Neurons and Its Deep Learning

      • Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko
      Pages 164-174

  3. Information Technology and Systems Research

    1. Front Matter

      Pages 175-175
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    2. Recurrent Neural Networks with Grid Data Quantization for Modeling LHC Superconducting Magnets Behavior

      • Maciej Wielgosz, Andrzej Skoczeń
      Pages 177-190

    3. Two Approaches for the Computational Model for Software Usability in Practice

      • Eva Rakovská, Miroslav Hudec
      Pages 191-202

    4. Graph Cutting in Image Processing Handling with Biological Data Analysis

      • Mária Ždímalová, Tomáš Bohumel, Katarína Plachá-Gregorovská, Peter Weismann, Hisham El Falougy
      Pages 203-216

    5. A Methodology for Trabecular Bone Microstructure Modelling Agreed with Three-Dimensional Bone Properties

      • Jakub Kamiński, Adrian Wit, Krzysztof Janc, Jacek Tarasiuk
      Pages 217-228
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  1. Information Technology, Systems Research, and Computational Physics

Keywords

About this book

This book highlights a broad range of modern information technology tools, techniques, investigations and open challenges, mainly with applications in systems research and computational physics. Divided into three major sections, it begins by presenting specialized calculation methods in the framework of data analysis and intelligent computing. In turn, the second section focuses on application aspects, mainly for systems research, while the final section investigates how various tasks in the basic disciplines—mathematics and physics—can be tackled with the aid of contemporary IT methods. 

The book gathers selected presentations from the 3rd Conference on Information Technology, Systems Research and Computational Physics (ITSRCP'18), which took place on 2–5 July 2018 in Krakow, Poland. The intended readership includes interdisciplinary scientists and practitioners pursuing research at the interfaces of information technology, systems research, and computational physics.



Editors and Affiliations

  • Faculty of Physics and Applied Computer Science, AGH University of Science and Technology, Krakow, Poland

    Piotr Kulczycki

  • Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

    Janusz Kacprzyk

  • Faculty of Engineering Sciences, Széchenyi István University, Győr, Hungary

    László T. Kóczy

  • Faculty of Civil Engineering, Slovak University of Technology, Bratislava, Slovakia

    Radko Mesiar

  • Department of Electronic Systems, Aalborg University, Aalborg, Denmark

    Rafal Wisniewski

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