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Intelligent Decision Technologies

Proceedings of the 12th KES International Conference on Intelligent Decision Technologies (KES-IDT 2020)

  • Ireneusz Czarnowski
  • Robert J. Howlett
  • Lakhmi C. Jain
Conference proceedings IDT 2020

Part of the Smart Innovation, Systems and Technologies book series (SIST, volume 193)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Main Track

    1. Front Matter
      Pages 1-1
    2. Markus Viljanen, Ajay Byanjankar, Tapio Pahikkala
      Pages 15-25
    3. Mariko I. Ito, Takaaki Ohnishi
      Pages 27-36
    4. Gabriel H. A. Medeiros, Qiushi Cao, Cecilia Zanni-Merk, Ahmed Samet
      Pages 37-47
    5. Nicola Bertoglio, Gianfranco Lamperti, Marina Zanella, Xiangfu Zhao
      Pages 63-77
    6. Nikolaos Giarelis, Nikos Kanakaris, Nikos Karacapilidis
      Pages 105-115
  3. Intelligent Data Processing and Its Applications

    1. Front Matter
      Pages 127-127
    2. Margarita N. Favorskaya, Vladimir V. Buryachenko
      Pages 129-139
    3. Yaniv Cohen, Arkadi Zilberman, Ben Zion Dekel, Evgenii Krouk
      Pages 141-153
    4. Aleksandr Zotin, Konstantin Simonov, Evgeny Kabaev, Mikhail Kurako, Alexander Matsulev
      Pages 155-165
    5. Valery Nicheporchuk, Igor Gryazin, Margarita N. Favorskaya
      Pages 167-177
    6. Marco Vannucci, Valentina Colla, Silvia Cateni
      Pages 211-221
    7. Alexander Sergeev, Mikhail Sergeev, Nikolaj Balonin, Anton Vostrikov
      Pages 223-230
    8. Alexander Sergeev, Mikhail Sergeev, Vadim Nenashev, Anton Vostrikov
      Pages 231-242
    9. Aleksandr Zotin, Yousif Hamad, Konstantin Simonov, Mikhail Kurako, Anzhelika Kents
      Pages 243-252
  4. High-Dimensional Data Analysis and Its Applications

    1. Front Matter
      Pages 253-253
    2. Keisuke Fukui, Mineaki Ohishi, Mariko Yamamura, Hirokazu Yanagihara
      Pages 279-290
    3. Masao Takahashi, Tomoo Asakawa, Mika Sato-Ilic
      Pages 303-313
  5. Multi-Criteria Decision Analysis—Theory and Their Applications

    1. Front Matter
      Pages 327-327
    2. Radda A. Iureva, Artem S. Kremlev, Vladislav Subbotin, Daria V. Kolesnikova, Yuri S. Andreev
      Pages 329-339
    3. Jakub Więckowski, Bartłomiej Kizielewicz, Joanna Kołodziejczyk
      Pages 365-375
  6. Large-Scale Systems for Intelligent Decision-Making and Knowledge Engineering

    1. Front Matter
      Pages 377-377
    2. Konstantin Koshechkin, Georgy Lebedev, Sergey Zykov
      Pages 379-389
    3. Tsyndymeyev Arsalan, Konstantin Koshechkin, Georgy Lebedev
      Pages 391-401
    4. Georgy Lebedev, Alexander Polikarpov, Nikita Golubev, Elena Tyurina, Alexsey Serikov, Dmitriy Selivanov et al.
      Pages 403-411
    5. Georgy Lebedev, Eduard Fartushniy, Igor Shaderkin, Herman Klimenko, Pavel Kozhin, Konstantin Koshechkin et al.
      Pages 413-427
    6. Georgy Lebedev, Oleg Krylov, Andrey Yuriy, Yuriy Mironov, Valeriy Tkachenko, Eduard Fartushniy et al.
      Pages 429-435
  7. Decision Technologies and Related Topics in Big Data Analysis of Social and Financial Issues

  8. Decision-Making Theory for Economics

About these proceedings

Introduction

This book gathers selected papers from the KES-IDT-2020 Conference, held as a Virtual Conference on June 17–19, 2020.  The aim of the annual conference was to present and discuss the latest research results, and to generate new ideas in the field of intelligent decision-making. However, the range of topics discussed during the conference was definitely broader and covered methods in e.g. classification, prediction, data analysis, big data, data science, decision support, knowledge engineering, and modeling in such diverse areas as finance, cybersecurity, economics, health, management and transportation. The Problems in Industry 4.0 and IoT are also addressed. 

The book contains several sections devoted to specific topics, such as 

Intelligent Data Processing and its Applications

High-Dimensional Data Analysis and its Applications

Multi-Criteria Decision Analysis – Theory and Applications

Large-Scale Systems for Intelligent Decision-Making and Knowledge Engineering

Decision Technologies and Related Topics in Big Data Analysis of Social and Financial Issues

Decision-Making Theory for Economics

Keywords

IDT-KES 2020 IDT Proceedings Intelligent Systems Intelligent Decision Making Knowledge Engineering Data Science Data Engineering

Editors and affiliations

  • Ireneusz Czarnowski
    • 1
  • Robert J. Howlett
    • 2
  • Lakhmi C. Jain
    • 3
  1. 1.Gdynia Maritime UniversityGdyniaPoland
  2. 2.KES International ResearchUK
  3. 3.Faculty of Engineering and Information Technology, Centre for Artificial IntelligenceUniversity of Technology SydneySydneyAustralia

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