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System Analysis & Intelligent Computing

Theory and Applications

  • Book
  • © 2022

Overview

Editors:
  1. Michael Zgurovsky

    1. Igor Sikorsky Kyiv Polytechnic Institute, Kyiv, Ukraine

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    You can also search for this editor in PubMed   Google Scholar

  2. Nataliya Pankratova

    1. Igor Sikorsky Kyiv Polytechnic Institute, Kyiv, Ukraine

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Presents state-of-the-art research on system analysis and intelligent computing
  • Covers both the theory and applications
  • Covers results of 2020 IEEE Second International Conference on System Analysis & Intelligent Computing (SAIC)

Part of the book series: Studies in Computational Intelligence (SCI, volume 1022)

Included in the following conference series:

Conference proceedings info: SAIC 2020.

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About this book

The book contains the newest advances related to research and development of complex intellectual systems of various nature, acting under conditions of uncertainty and multifactor risks, intelligent systems for decision-making, high performance computing, state-of-the-art information technologies for needs of science, industry, economy, and environment. The most important problems of sustainable development and global threats estimation, forecast and foresight in tasks of planning and strategic decision-making are investigated. This monograph will be useful to researchers, post-graduates, and advanced students specializing in system analysis, decision-making, strategic planning or engineering design, fundamentals of computational Intelligence, artificial Intelligence systems based on hybrid neural networks, big data, and data mining.

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Table of contents (20 chapters)

  1. Front Matter

    Pages i-ix
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  2. System Analysis of Complex Systems

    1. Front Matter

      Pages 1-1
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    2. Cyclic Regularities of the Covid-19 Spread and Vaccination Effect on Its Further Reduction

      • Michael Z. Zgurovsky, Pavlo O. Kasyanov, Olha P. Kupenko, Kostiantyn V. Yefremov, Nataliia V. Gorban, Mariya M. Perestyuk
      Pages 3-19

    3. Cyber-Physical Systems Operation with Guaranteed Survivability and Safety Under Conditions of Uncertainty and Multifactor Risks

      • Nataliya Pankratova, Alexey Malishevsky, Vladimir Pankratov
      Pages 21-35

    4. System Approach to Control-Oriented Mathematical Modeling of Thermal Processes of Buildings

      • Alexander Kutsenko, Sergii Kovalenko, Vladimir Tovazhnyanskyy, Svitlana Kovalenko
      Pages 37-52

    5. Toward the Mentality Accounting in Large Social Systems Models

      • Alexander Makarenko
      Pages 53-68

    6. The Strategy of Underground Construction Objects Planning Based on Foresight and Cognitive Modelling Methodologies

      • Nataliya Pankratova, Galina Gorelova, Vladimir Pankratov
      Pages 69-91

    7. Assessing Territories for Urban Underground Objects Using Morphological Analysis-Based Model

      • Hennadii Haiko, Illia Savchenko
      Pages 93-113

    8. Application of Impulse Process Models with Multirate Sampling in Cognitive Maps of Cryptocurrency for Dynamic Decision Making

      • Viktor Romanenko, Yurii Miliavskyi, Heorhii Kantsedal
      Pages 115-137

    9. Systemic Approach to Risk Estimation Using DSS

      • Vira Huskova, Petro Bidyuk, Oxana Tymoshchuk, Oleksandr Meniailenko
      Pages 139-161

    10. An Approach to Reduction of the Number of Pair-Wise Alternative Comparisons During Individual and Group Decision-Making

      • Vitaliy Tsyganok, Oleh Andriichuk, Sergii Kadenko, Yaroslava Porplenko, Oksana Vlasenko
      Pages 163-183

  3. Computational Intelligence and Intelligent Computing Technologies

    1. Front Matter

      Pages 185-185
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    2. Enhancing the Relevance of Information Retrieval in Internet Media and Social Networks in Scenario Planning Tasks

      • Michael Zgurovsky, Andrii Boldak, Dmytro Lande, Kostiantyn Yefremov, Ivan Pyshnograiev, Artem Soboliev et al.
      Pages 187-199

    3. Breathmonitor: AI Sleep Apnea Mobile Detector

      • Anatolii Petrenko
      Pages 201-208

    4. Structure Optimization and Investigations of the Hybrid GMDH-Neo-fuzzy Neural Networks in Forecasting Problems

      • Yevgeniy Bodyanskiy, Yuriy Zaychenko, Olena Boiko, Galib Hamidov, Anna Zelikman
      Pages 209-228

    5. The Method of Deformed Stars as a Population Algorithm for Global Optimization

      • Vitaliy Snytyuk, Maryna Antonevych, Anna Didyk, Nataliia Tmienova
      Pages 229-247

    6. Guaranteed Estimation of Solutions to First Order Compatible Linear Systems of Periodic Ordinary Differential Equations with Unknown Right-Hand Sides

      • Oleksandr Nakonechnyi, Yuri Podlipenko
      Pages 249-285

    7. Application of the Theory of Optimal Set Partitioning for Constructing Fuzzy Voronoi Diagrams

      • Elena Kiseleva, Olga Prytomanova, Liudmyla Hart, Oleg Blyuss
      Pages 287-313

    8. Integrated Approach to Financial Data Analysis, Modeling and Forecasting

      • Petro Bidyuk, Nataliia Kuznietsova
      Pages 315-337

    9. Unranked Fuzzy Logic and Reasoning

      • Anriette Michel Fouad Bishara, Mikheil Rukhaia
      Pages 339-353
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Editors and Affiliations

  • Igor Sikorsky Kyiv Polytechnic Institute, Kyiv, Ukraine

    Michael Zgurovsky, Nataliya Pankratova

Bibliographic Information

  • Book Title: System Analysis & Intelligent Computing

  • Book Subtitle: Theory and Applications

  • Editors: Michael Zgurovsky, Nataliya Pankratova

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-030-94910-5

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Hardcover ISBN: 978-3-030-94909-9Published: 29 March 2022

  • Softcover ISBN: 978-3-030-94912-9Published: 30 March 2023

  • eBook ISBN: 978-3-030-94910-5Published: 25 March 2022

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: IX, 419

  • Number of Illustrations: 65 b/w illustrations, 76 illustrations in colour

  • Topics: Computational Intelligence, Cyber-physical systems, IoT

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