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Lecture Notes in Computational Intelligence and Decision Making

2020 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence”

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Sergii Babichev

    1. Department of Informatics, Jan Evangelista Purkyně University in Ústí nad Labem, Ústí nad Labem, Czech Republic

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  2. Volodymyr Lytvynenko

    1. Department of Informatics and Computer Science, Kherson National Technical University, Kherson, Ukraine

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  3. Waldemar Wójcik

    1. Institute of Electronics and Information, Lublin University of Technology, Lublin, Poland

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  4. Svetlana Vyshemyrskaya

    1. Department of Informatics and Computer Science, Kherson National Technical University, Kherson, Ukraine

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  • Presents recent research on Decision-Making and Computational Intelligence
  • Contains the Proceedings of the XV International Scientific Conference “Intellectual Systems of Decision-Making and Problems of Computational Intelligence” (ISDMCI'2020), held in Ukraine on May 25–29, 2020
  • Written by respected experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1246)

Included in the following conference series:

Conference proceedings info: ISDMCI 2020.

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Table of contents (46 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Analysis and Modeling of Complex Systems and Processes

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Technique of System Operator Determination Based on Acoustic Emission Method

      • Volodymyr Marasanov, Dmitry Stepanchikov, Artem Sharko, Alexander Sharko
      Pages 3-22

    3. Technique of Gene Expression Profiles Selection Based on SOTA Clustering Algorithm Using Statistical Criteria and Shannon Entropy

      • Sergii Babichev, Orest Khamula, Bohdan Durnyak, Jiří Škvor
      Pages 23-38

    4. Comparison of Missing Values Handling Techniques Using MICE Package Tools of R Software and Logistic Regression Model

      • Vasiliy Nadraga, Volodymyr Smirnov, Oleksandra Boiko, Vladyslav Dereko
      Pages 39-50

    5. Investigation of Optimization Models in Decisions Making on Integration of Innovative Projects

      • Anna Kolomiiets, Victor Morozov
      Pages 51-64

    6. Model of the Facial Emotions Expressions Based on Grouping Classes of Feature Vectors

      • Olexander Barmak, Oleg Kalyta, Iurii Krak, Eduard Manziuk, Vladyslav Kuznetsov
      Pages 65-76

    7. Scientific and Methodological Approach to Assessing the Level of Banks’ Financial Security

      • Ihor Kulyniak, Solomiya Ohinok, Halyna Rachynska
      Pages 77-97

    8. Methods of Classifying Foreign Language Communicative Competence Using the Example of Intending Primary School Teachers

      • Anatolii Pashko, Iryna Pinchuk
      Pages 98-113

    9. Analyzing Performance of Apache Spark MLlib with Multinode Clusters on Azure HDInsight: Spark-Perf Case Study

      • Sergii Minukhin, Natalia Brynza, Dmytro Sitnikov
      Pages 114-134

    10. Management of Tourists’ Enterprises Adaptation Strategies for Identifying and Predicting Multidimensional Non-stationary Data Flows in the Case of Uncertainties

      • Marharyta Sharko, Ivan Lopushynskyi, Natalia Petrushenko, Olena Zaitseva, Volodymyr Kliutsevskyi, Yuliia Yarchenko
      Pages 135-150

    11. The Expanding Space Method in Sphere Packing Problem

      • Sergiy Yakovlev
      Pages 151-163

    12. Information Resource Management Technology Based on Fuzzy Logic

      • Victoria Vysotska, Andriy Berko, Vasyl Lytvyn, Petro Kravets, Lyudmyla Dzyubyk, Yuriy Bardachov et al.
      Pages 164-182

    13. Car Parking Data Processing Technique for Smart Parking System as Part of Smart City

      • Svitlana Popereshnyak, Iryna Yurchuk
      Pages 183-194

    14. A Lower Bound for Optimization of Arbitrary Function on Permutations

      • Sergiy Yakovlev, Oksana Pichugina, Liudmyla Koliechkina
      Pages 195-212

    15. Method of Structural Functional-Value Modeling of a Complex Hierarchic System

      • Maksym Korobchynskyi, Mykhailo Slonov, Myhailo Rudenko, Oleksandr Maryliv
      Pages 213-231

    16. Generalized Approach for Estimatingand Forecasting of Dynamical VaRand CVaR Based on Metalog Distribution

      • Vira Zrazhevska, Grigoriy Zrazhevsky
      Pages 232-245

    17. Study of the Plot Suitability for Underground Construction: Cognitive Modelling

      • Nataliya Pankratova, Galina Gorelova, Vladimir Pankratov
      Pages 246-264

    18. Risk Assessment of Innovative Projects Based on Fuzzy Modeling

      • Yuri Samokhvalov
      Pages 265-281

  3. Theoretical and Applied Aspects of Decision-Making Systems

    1. Front Matter

      Pages 283-283
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Other volumes

  1. Lecture Notes in Computational Intelligence and Decision Making

Keywords

About this book

This book includes 46 scientific papers presented at the conference and reflecting the latest research in the fields of data mining, machine learning and decision-making. The international scientific conference “Intellectual Systems of Decision-Making and Problems of Computational Intelligence” was held in the Kherson region, Ukraine, from May 25 to 29, 2020. The papers are divided into three sections: “Analysis and Modeling of Complex Systems and Processes,” “Theoretical and Applied Aspects of Decision-Making Systems” and “Computational Intelligence and Inductive Modeling.” The book will be of interest to scientists and developers specialized in the fields of data mining, machine learning and decision-making systems.

Editors and Affiliations

  • Department of Informatics, Jan Evangelista Purkyně University in Ústí nad Labem, Ústí nad Labem, Czech Republic

    Sergii Babichev

  • Department of Informatics and Computer Science, Kherson National Technical University, Kherson, Ukraine

    Volodymyr Lytvynenko, Svetlana Vyshemyrskaya

  • Institute of Electronics and Information, Lublin University of Technology, Lublin, Poland

    Waldemar Wójcik

Bibliographic Information

  • Book Title: Lecture Notes in Computational Intelligence and Decision Making

  • Book Subtitle: 2020 International Scientific Conference "Intellectual Systems of Decision-making and Problems of Computational Intelligence”

  • Editors: Sergii Babichev, Volodymyr Lytvynenko, Waldemar Wójcik, Svetlana Vyshemyrskaya

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-54215-3

  • 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 2021

  • Softcover ISBN: 978-3-030-54214-6Published: 26 July 2020

  • eBook ISBN: 978-3-030-54215-3Published: 25 July 2020

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XVII, 731

  • Number of Illustrations: 138 b/w illustrations, 106 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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