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Recent Developments in Data Science and Intelligent Analysis of Information

Proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4–7, 2018, Kyiv, Ukraine

  • Oleg Chertov
  • Tymofiy Mylovanov
  • Yuriy Kondratenko
  • Janusz Kacprzyk
  • Vladik Kreinovich
  • Vadim Stefanuk
Conference proceedings ICDSIAI 2018

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 836)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Machine Learning: Novel Methods and Applications

    1. Front Matter
      Pages 1-1
    2. Viacheslav Dudar, Vladimir Semenov
      Pages 3-10
    3. Berik Akhmetov, Ihor Tereikovskyi, Liudmyla Tereikovska, Asselkhan Adranova
      Pages 11-19
    4. Viktor Smorodin, Vladislav Prokhorenko
      Pages 30-38
    5. Yaroslav Vyklyuk, Milan M. Radovanović, Volodymyr Pasichnyk, Nataliia Kunanets, Sydor Petro
      Pages 39-49
    6. Lyubov Chabak, Vladimir Semenov, Yana Vedel
      Pages 50-58
  3. Data Analysis Using Fuzzy Mathematics, Soft Computing, Computing with Words

  4. Applications of Data Science to Economics. Applied Data Science Systems

    1. Front Matter
      Pages 101-101
    2. Maksym Obrizan, Karine Torosyan, Norberto Pignatti
      Pages 103-114
    3. Valentyna Sinichenko, Anton Shmihel, Ivan Zhuk
      Pages 115-124
    4. Andrii Shelestov, Leonid Sumilo, Mykola Lavreniuk, Vladimir Vasiliev, Tatyana Bulanaya, Igor Gomilko et al.
      Pages 134-145
    5. Nataliia Kussul, Mykola Lavreniuk, Leonid Sumilo, Andrii Kolotii, Olena Rakoid, Bohdan Yailymov et al.
      Pages 146-155
  5. Knowledge Engineering Methods. Ontology Engineering. Intelligent Educational Systems

    1. Front Matter
      Pages 167-167
    2. Anatolii Getman, Volodymyr Karasiuk, Yevhen Hetman, Oleg Shynkarov
      Pages 179-188
    3. Vyacheslav Shebanin, Igor Atamanyuk, Yuriy Kondratenko, Yuriy Volosyuk
      Pages 199-205
    4. Maksim Korovin, Nikolay Borgest
      Pages 216-224
  6. Intelligent Search and Information Analysis in Local and Global Networks

    1. Front Matter
      Pages 225-225
    2. Oleh Andriichuk, Dmitry Lande, Anastasiya Hraivoronska
      Pages 227-237
    3. Dmytro Pavlov, Oleg Chertov
      Pages 238-248
    4. Dmytro Lande, Andrei Snarskii, Dmytro Manko
      Pages 249-256
    5. Molly Renaud, Rostyslav Korolov, David Mendonça, William Wallace
      Pages 267-278
    6. Liubov Oleshchenko, Daria Bilohub, Vasyl Yurchyshyn
      Pages 279-291
  7. Novel Theoretical and Practical Applications of Data Science

    1. Front Matter
      Pages 293-293
    2. Boris Kulik, Alexander Fridman
      Pages 295-304
    3. Maksym Sokhatskyi, Pavlo Maslianko
      Pages 305-318
    4. Victor Krasnobayev, Alexandr Kuznetsov, Sergey Koshman, Sergey Moroz
      Pages 319-328
    5. Igor Atamanyuk, Vyacheslav Shebanin, Yuriy Kondratenko, Valerii Havrysh, Yuriy Volosyuk
      Pages 329-337
    6. Vladyslav Hryhorenko, Dmitry Klyushin
      Pages 358-364
    7. Oleg M. Lytvyn, Olesia Nechuiviter, Iulia Pershyna, Vitaliy Mezhuyev
      Pages 365-373
    8. Oleh M. Lytvyn, Oleh O. Lytvyn
      Pages 374-381
  8. Back Matter
    Pages 383-384

About these proceedings

Introduction

This book constitutes the proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information (ICDSIAI'2018), held in Kiev, Ukraine on June 4-7, 2018. The conference series, which dates back to 2001 when it was known as the Workshop on Intelligent Analysis of Information, was renamed in 2008 to reflect the broadening of its scope and the composition of its organizers and participants. ICDSIAI'2018 brought together a large number of participants from numerous countries in Europe, Asia and the USA. The papers presented addressed novel theoretical developments in methods, algorithms and implementations for the broadly perceived areas of big data mining and intelligent analysis of data and information, representation and processing of uncertainty and fuzziness, including contributions on a range of applications in the fields of decision-making and decision support, economics, education, ecology, law, and various areas of technology.

The book is dedicated to the memory of the conference founder, the late Professor Tetiana Taran, an outstanding scientist in the field of artificial intelligence whose research record, vision and personality have greatly contributed to the development of Ukrainian artificial intelligence and computer science.

Keywords

Data Science Intelligent Analysis of Information Big Data Soft Computing Machine Learning Fuzzy Mathematics Blockchain and Cryptocurrencies Ontology

Editors and affiliations

  • Oleg Chertov
    • 1
  • Tymofiy Mylovanov
    • 2
  • Yuriy Kondratenko
    • 3
  • Janusz Kacprzyk
    • 4
  • Vladik Kreinovich
    • 5
  • Vadim Stefanuk
    • 6
  1. 1.Applied Mathematics DepartmentIgor Sikorsky Kyiv Polytechnic InstituteKyivUkraine
  2. 2.Department of EconomicsUniversity of PittsburghPittsburghUSA
  3. 3.Department of Intelligent Information SystemsPetro Mohyla Black Sea National UniversityMykolaivUkraine
  4. 4.Systems Research InstitutePolish Academy of SciencesWarsawPoland
  5. 5.Department of Computer ScienceUniversity of Texas at El PasoEl PasoUSA
  6. 6.Institute for Information Transmission ProblemsRussian Academy of SciencesMoscowRussia

Bibliographic information