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© 2020

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

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

About the editors

Ireneusz Czarnowski is a Professor at the Gdynia Maritime University. He holds B.Sc. and M.Sc. degrees in Electronics and Communication Systems from the same university. He received his doctorate in Computer Science from the Faculty of Computer Science and Management, Poznan University of Technology, in 2004. In 2012, he completed his postdoctoral degree at Wroclaw University of Science and Technology. His research interests include artificial intelligence, machine learning, evolutionary computations, multi-agent systems, data mining and data science. He is an Associate Editor of the Journal of Knowledge-Based and Intelligent Engineering Systems, published by IOS Press, and a reviewer for several scientific journals.

Dr. Robert Howlett is the Executive Chair of KES International, a non-profit organization that facilitates the dissemination of research results in areas including intelligent systems, sustainability, and knowledge transfer. A Visiting Professor at Bournemouth University, UK, his technical expertise is in the use of intelligent systems to solve industrial problems. He has been successful in applying artificial intelligence, machine learning, and related technologies to sustainability and renewable energy systems; condition monitoring, diagnostic tools, and systems; and automotive electronics and engine management systems. His current research focuses on the use of smart microgrids to achieve reduced energy costs and lower carbon emissions in areas such as housing and protected horticulture.  

Dr. Lakhmi C. Jain, Ph.D., M.E., Fellow (Engineers Australia), is affiliated with the University of Technology Sydney, Australia, and Liverpool Hope University, UK. Professor Jain serves with KES International, which provides the professional community with opportunities for publication, knowledge exchange, cooperation, and teambuilding. Involving over 5,000 researchers drawn from universities and companies worldwide, KES facilitates international cooperation and generates synergy in teaching and research. KES regularly provides networking opportunities for the professional community through one of the largest conferences of its kind.

Bibliographic information

  • Book Title Intelligent Decision Technologies
  • Book Subtitle Proceedings of the 12th KES International Conference on Intelligent Decision Technologies (KES-IDT 2020)
  • Editors Ireneusz Czarnowski
    Robert J. Howlett
    Lakhmi C. Jain
  • Series Title Smart Innovation, Systems and Technologies
  • Series Abbreviated Title Smart Innovation, Systems and Technologies
  • DOI https://doi.org/10.1007/978-981-15-5925-9
  • Copyright Information The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2020
  • Publisher Name Springer, Singapore
  • eBook Packages Intelligent Technologies and Robotics Intelligent Technologies and Robotics (R0)
  • Hardcover ISBN 978-981-15-5924-2
  • eBook ISBN 978-981-15-5925-9
  • Series ISSN 2190-3018
  • Series E-ISSN 2190-3026
  • Edition Number 1
  • Number of Pages XVII, 546
  • Number of Illustrations 62 b/w illustrations, 153 illustrations in colour
  • Topics Computational Intelligence
    Artificial Intelligence
    Data Engineering
  • Buy this book on publisher's site