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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

  • Volodymyr Lytvynenko
  • Sergii Babichev
  • Waldemar Wójcik
  • Olena Vynokurova
  • Svetlana Vyshemyrskaya
  • Svetlana Radetskaya
Conference proceedings ISDMCI 2019

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

Table of contents

  1. Front Matter
    Pages i-xix
  2. Analysis and Modeling of Complex Systems and Processes

    1. Front Matter
      Pages 1-1
    2. Sergii Babichev, Oleksandr Sharko, Artem Sharko, Oleksandr Mikhalyov
      Pages 3-19
    3. Serge Olszewski, Paweł Komada, Andrzej Smolarz, Volodymyr Lytvynenko, Nataliia Savina, Mariia Voronenko et al.
      Pages 20-34
    4. Volodymyr Marasanov, Artem Sharko, Dmitry Stepanchikov
      Pages 48-64
    5. Viktor Mashkov, Josef Bicanek, Yuriy Bardachov, Mariia Voronenko
      Pages 81-96
    6. Oksana Polyvoda, Hanna Rudakova, Inna Kondratieva, Yuriy Rozov, Yurii Lebedenko
      Pages 97-109
    7. Vitaliy Serdechnyi, Olesia Barkovska, Dmytro Rosinskiy, Natalia Axak, Mykola Korablyov
      Pages 133-147
    8. Diana Zahorodnia, Pavlo Bykovyy, Anatoliy Sachenko, Viktor Krylov, Galina Shcherbakova, Ivan Kit et al.
      Pages 148-157
    9. Ihor Shelevytsky, Victoriya Shelevytska, Kseniia Semenova, Ievgen Bykov
      Pages 158-174
    10. Dmytro Chumachenko, Tetyana Chumachenko
      Pages 175-188
    11. Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
      Pages 189-202
    12. Ivan Tsmots, Oleg Riznyk, Vasyl Rabyk, Yurii Kynash, Natalya Kustra, Mykola Logoida
      Pages 203-214
    13. Oleg Stelia, Iurii Krak, Leonid Potapenko
      Pages 215-224
    14. Igor Konokh, Iryna Oksanych, Nataliia Istomina
      Pages 225-241
    15. Olena Arsirii, Svitlana Antoshchuk, Oksana Babilunha, Olha Manikaeva, Anatolii Nikolenko
      Pages 242-258
  3. Theoretical and Applied Aspects of Decision-Making Systems

    1. Front Matter
      Pages 259-259
    2. Viktor Morozov, Olena Kalnichenko, Maksym Proskurin, Olga Mezentseva
      Pages 261-280
    3. Oksana Polyvoda, Dmytro Lytvynchuk, Vladyslav Polyvoda
      Pages 294-303
    4. Marharyta Sharko, Nataliya Gusarina, Nataliya Petrushenko
      Pages 304-314
    5. Vasyl Lytvyn, Victoria Vysotska, Vladyslav Mykhailyshyn, Antonii Rzheuskyi, Sofiia Semianchuk
      Pages 315-331
    6. Andriy Demchuk, Vasyl Lytvyn, Victoria Vysotska, Marianna Dilai
      Pages 332-347
    7. Victoria Vysotska, Yevhen Burov, Vasyl Lytvyn, Oleg Oleshek
      Pages 348-363
    8. Iryna Perova, Polina Zhernova, Oleh Datsok, Yevgeniy Bodyanskiy, Olha Velychko
      Pages 364-376
    9. Lyubomyr Chyrun, Liliya Chyrun, Yaroslav Kis, Lev Rybak
      Pages 389-404
    10. Yaroslav Kis, Liliya Chyrun, Tanya Tsymbaliak, Lyubomyr Chyrun
      Pages 405-421
    11. Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina
      Pages 422-433
    12. Oleg Mashkov, Victoria Kosenko, Nataliia Savina, Yuriy Rozov, Svitlana Radetska, Mariia Voronenko
      Pages 434-446
    13. Hanna Rakytyanska, Mykola Demchuk
      Pages 478-497
  4. Computational Intelligence and Inductive Modeling

    1. Front Matter
      Pages 499-499
    2. Volodymyr Gorokhovatskyi, Svitlana Gadetska, Roman Ponomarenko
      Pages 501-512
    3. Volodymyr Lytvynenko, Waldemar Wojcik, Andrey Fefelov, Iryna Lurie, Nataliia Savina, Mariia Voronenko et al.
      Pages 513-531
    4. Olexander Barmak, Iurii Krak, Olexander Mazurets, Sergey Pavlov, Andrzej Smolarz, Waldemar Wojcik
      Pages 554-569
    5. Bohdan Durnyak, Mikola Lutskiv, Petro Shepita, Vitalii Nechepurenko
      Pages 570-580
    6. Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Zatkhei, Oleh Teslenko
      Pages 581-596
    7. Vsevolod Senkivskyy, Iryna Pikh, Svitlana Havenko, Sergii Babichev
      Pages 609-621
    8. Yevgeniy Bodyanskiy, Alina Shafronenko, Sergii Mashtalir
      Pages 637-646
    9. Vladimir Golovko, Alexander Kroshchanka, Myroslav Komar, Anatoliy Sachenko
      Pages 647-658

About these proceedings

Introduction

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. 

Keywords

Computational Intelligence Decision Making ISDMCI'2019 Intelligent Systems Hybrid Systems Fuzzy Systems Data Mining

Editors and affiliations

  • Volodymyr Lytvynenko
    • 1
  • Sergii Babichev
    • 2
  • Waldemar Wójcik
    • 3
  • Olena Vynokurova
    • 4
  • Svetlana Vyshemyrskaya
    • 5
  • Svetlana Radetskaya
    • 6
  1. 1.Kherson National Technical UniversityKhersonUkraine
  2. 2.Jan Evangelista Purkyně University in Ústi and LabemUsti and LabemCzech Republic
  3. 3.Lublin University of TechnologyLublinPoland
  4. 4.IT Step UniversityLvivUkraine
  5. 5.Kherson National Technical UniversityKhersonUkraine
  6. 6.Kherson National Technical UniversityKhersonUkraine

Bibliographic information