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Lecture Notes in Computational Intelligence and Decision Making

Proceedings of the XV International Scientific Conference “Intellectual Systems of Decision Making and Problems of Computational Intelligence” (ISDMCI'2019), Ukraine, May 21–25, 2019

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Volodymyr Lytvynenko

    1. Kherson National Technical University, Kherson, Ukraine

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  2. Sergii Babichev

    1. Jan Evangelista Purkyně University in Ústi and Labem, Usti and Labem, Czech Republic

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  3. Waldemar Wójcik

    1. Lublin University of Technology, Lublin, Poland

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  4. Olena Vynokurova

    1. IT Step University, Lviv, Ukraine

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  5. Svetlana Vyshemyrskaya

    1. Kherson National Technical University, Kherson, Ukraine

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  6. Svetlana Radetskaya

    1. Kherson National Technical University, Kherson, Ukraine

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  • Discusses recent research on decision-making and computational intelligence
  • Presents the proceedings of the XV International Scientific Conference “Intellectual Systems of Decision-making and Problems of Computational Intelligence” (ISDMCI'2019), held in Ukraine, on May 21–25, 2019

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1020)

Included in the following conference series:

Conference proceedings info: ISDMCI 2019.

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Table of contents (49 papers)

  1. Theoretical and Applied Aspects of Decision-Making Systems

    1. Front Matter

      Pages 259-259
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    2. Investigation of Forecasting Methods of the State of Complex IT-Projects with the Use of Deep Learning Neural Networks

      • Viktor Morozov, Olena Kalnichenko, Maksym Proskurin, Olga Mezentseva
      Pages 261-280

    3. Comparative Analysis of the Methods for Assessing the Probability of Bankruptcy for Ukrainian Enterprises

      • Oksana Tymoshchuk, Olena Kirik, Kseniia Dorundiak
      Pages 281-293

    4. Monitoring Subsystem Design Method in the Information Control System

      • Oksana Polyvoda, Dmytro Lytvynchuk, Vladyslav Polyvoda
      Pages 294-303

    5. Information-Entropy Model of Making Management Decisions in the Economic Development of the Enterprises

      • Marharyta Sharko, Nataliya Gusarina, Nataliya Petrushenko
      Pages 304-314

    6. System Development for Video Stream Data Analyzing

      • Vasyl Lytvyn, Victoria Vysotska, Vladyslav Mykhailyshyn, Antonii Rzheuskyi, Sofiia Semianchuk
      Pages 315-331

    7. Methods and Means of Web Content Personalization for Commercial Information Products Distribution

      • Andriy Demchuk, Vasyl Lytvyn, Victoria Vysotska, Marianna Dilai
      Pages 332-347

    8. Automated Monitoring of Changes in Web Resources

      • Victoria Vysotska, Yevhen Burov, Vasyl Lytvyn, Oleg Oleshek
      Pages 348-363

    9. Recognition of Human Primitive Motions for the Fitness Trackers

      • Iryna Perova, Polina Zhernova, Oleh Datsok, Yevgeniy Bodyanskiy, Olha Velychko
      Pages 364-376

    10. Development of Information Technology for Virtualization of Geotourism Objects on the Example of Tarkhany Geological Section

      • Ainur Ualkhanova, Natalya Denissova, Iurii Krak
      Pages 377-388

    11. Information System for Connection to the Access Point with Encryption WPA2 Enterprise

      • Lyubomyr Chyrun, Liliya Chyrun, Yaroslav Kis, Lev Rybak
      Pages 389-404

    12. Development of System for Managers Relationship Management with Customers

      • Yaroslav Kis, Liliya Chyrun, Tanya Tsymbaliak, Lyubomyr Chyrun
      Pages 405-421

    13. Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems

      • Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina
      Pages 422-433

    14. Information Technologies for Environmental Monitoring of Plankton Algae Distribution Based on Satellite Image Data

      • Oleg Mashkov, Victoria Kosenko, Nataliia Savina, Yuriy Rozov, Svitlana Radetska, Mariia Voronenko
      Pages 434-446

    15. Ontology-Based Intelligent Agent for Determination of Sufficiency of Metric Information in the Software Requirements

      • Tetiana Hovorushchenko, Olga Pavlova, Dmytro Medzatyi
      Pages 447-460

    16. Information Technology of Control and Support for Functional Sustainability of Distributed Man-Machine Systems of Critical Application

      • Viktor Perederyi, Eugene Borchik, Oksana Ohnieva
      Pages 461-477

    17. Football Predictions Based on Time Series with Granular Event Segmentation

      • Hanna Rakytyanska, Mykola Demchuk
      Pages 478-497

  2. Computational Intelligence and Inductive Modeling

    1. Front Matter

      Pages 499-499
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    2. Recognition of Visual Objects Based on Statistical Distributions for Blocks of Structural Description of Image

      • Volodymyr Gorokhovatskyi, Svitlana Gadetska, Roman Ponomarenko
      Pages 501-512

    3. Hybrid Methods of GMDH-Neural Networks Synthesis and Training for Solving Problems of Time Series Forecasting

      • Volodymyr Lytvynenko, Waldemar Wojcik, Andrey Fefelov, Iryna Lurie, Nataliia Savina, Mariia Voronenko et al.
      Pages 513-531
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Other volumes

  1. Lecture Notes in Computational Intelligence and Decision Making

Keywords

About this book

Information and computer technologies for data analysis and processing in various fields of data mining and machine learning generates the conditions for increasing the effectiveness of information processing by making it faster and more accurate. The book includes 49 scientific papers presenting the latest research in the fields of data mining, machine learning and decision-making. 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 is of interest to scientists and developers in the field. 

Editors and Affiliations

  • Kherson National Technical University, Kherson, Ukraine

    Volodymyr Lytvynenko, Svetlana Vyshemyrskaya, Svetlana Radetskaya

  • Jan Evangelista Purkyně University in Ústi and Labem, Usti and Labem, Czech Republic

    Sergii Babichev

  • Lublin University of Technology, Lublin, Poland

    Waldemar Wójcik

  • IT Step University, Lviv, Ukraine

    Olena Vynokurova

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