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Data Science and Intelligent Systems

Proceedings of 5th Computational Methods in Systems and Software 2021, Vol. 2

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Radek Silhavy

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

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    You can also search for this editor in PubMed   Google Scholar

  2. Petr Silhavy

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

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    You can also search for this editor in PubMed   Google Scholar

  3. Zdenka Prokopova

    1. Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

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  • Presents the real-world problems related to data science and algorithm design
  • Provide an international forum for the discussion of the latest high-quality research results
  • Describes novel approaches in the data science and algorithm design

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 231)

Included in the following conference series:

Conference proceedings info: CoMeSySo 2021.

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Table of contents (87 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Multiple OLAP Reports and the Best Compromise in the Decision-Making Process

    • Jan Tyrychtr, Martin Pelikán, Ivan Vrana
    Pages 1-7

  3. One Step Deep Learning Approach to Grasp Detection in Robotics

    • Petr Dolezel, Dominik Stursa, Daniel Honc
    Pages 8-17

  4. Value Set-Based Numerical Analysis of Robust Stability for Fractional-Order Retarded Quasi-Polynomials with Uncertain Parameters and Uncertain Fractional Orders

    • Radek Matušů, Bilal Senol, Baris Baykant Alagoz, Abdullah Ates
    Pages 18-23

  5. Crisis Risk Management in Organizational Systems

    • V. N. Tsygichko
    Pages 24-33

  6. Fashion Trend Forecasting Using Machine Learning Techniques: A Review

    • Audrey Aurelia Chang, Cynthia, Devita, Jihad Fahri Ramadhan, Zainina Kyla Shafira Adnan, Bayu Kanigoro et al.
    Pages 34-44

  7. Development of the Index Paradigm in Remote Sensing of Soil-Vegetable Cover

    • Ilya Mikhailenko, Valery Timoshin
    Pages 45-56

  8. Electric and Hybrid Vehicles: Analysis of Factors Influencing Purchase Intentions of Consumers in Czechia

    • Tomáš Formánek, Radek Tahal
    Pages 57-72

  9. Method of Nonlinear Digital Control Systems Simulation

    • Eugene Larkin, Aleksandr Privalov, Tatiana Akimenko
    Pages 73-83

  10. The Oil Production Dynamics Analysis in the World for Half a Century in Value Terms

    • A. A. Goryachev, R. I. Dzerjinsky, E. N. Pronina
    Pages 84-95

  11. The Earthquake Attributes Disjunctive Form Analysis at the Quickest Form Change Directions

    • R. I. Dzerjinsky
    Pages 96-101

  12. The Changes Dynamics Analysis in the Japanese Stock Exchange Nikkei^225 Index in the Latest Time

    • R. I. Dzerjinsky, B. A. Krynetsky, N. V. Chernorizova
    Pages 102-126

  13. Scalable Architecture of Distributed Control System for Industrial Greenhouse Complexes

    • Konstantin Krestovnikov, Dmitrii Korshunov, Aleksei Erashov, Aleksandr Rogozin
    Pages 127-132

  14. Image Segmentation of Acidity of Agricultural Lands in Eastern Siberia

    • D. A. Perfilyev, T. V. Avdyukova, I. S. Masich, P. A. Zakharov, A. V. Raskina
    Pages 133-144

  15. Management of Documented Information to Ensure Traceability of Radioelectronic Equipment Production Using Software

    • Sergey Fursov, Alexcey Kirov
    Pages 145-152

  16. Comparing Different Supervised Classification Algorithms to Detect Arrhythmia in an ECG

    • Adrián Silva Méndez, José Gerardo Tamez Peña
    Pages 153-165

  17. Modeling the Effects of Politics Based on a Sociological Reference Scheme for Self-organizing Systems

    • Harm Hofman, Jan Treur
    Pages 166-182

  18. Selecting a Multi-criteria Decision Analysis Method

    • Nikita Gorodilov, Maria Dolzhenkova, Gennadiy Chistyakov
    Pages 183-198

  19. Tomato Leaf Diseases Detection Using Deep Learning

    • Ammar Alhaj Ali, Bronislav Chramcov, Roman Jasek, Rasin Katta, Said Krayem, Emad Awwama
    Pages 199-208

  20. A Hybrid Approach and Implementation on Root Cause Analysis Logic Model for Enterprise Software Application

    • Hoo Meng Wong, Sagaya Sabestinal Amalathas, Sayan K. Ray
    Pages 209-245
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Other volumes

  1. Data Science and Intelligent Systems

  2. Software Engineering Application in Informatics

Keywords

About this book

This book constitutes the second part of refereed proceedings of the 5th Computational Methods in Systems and Software 2021 (CoMeSySo 2021) proceedings. The real-world problems related to data science and algorithm design related to systems and software engineering are presented in this papers. Furthermore, the basic research’ papers that describe novel approaches in the data science, algorithm design and in systems and software engineering are included.


The CoMeSySo 2021 conference is breaking the barriers, being held online. CoMeSySo 2021 intends to provide an international forum for the discussion of the latest high-quality research results


Editors and Affiliations

  • Faculty of Applied Informatics, Tomas Bata University in Zlín, Zlín, Czech Republic

    Radek Silhavy, Petr Silhavy, Zdenka Prokopova

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