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Smart Innovation, Systems and Technologies

Intelligent Decision Technologies

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

Editors: Czarnowski, Ireneusz, Howlett, R. J., Jain, Lakhmi C. (Eds.)

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  • Includes recent research on intelligent decision technologies 
  • Presents the latest findings in data science  
  • Addresses such diverse areas as finance, linguistics, management, and transportation 
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About this book

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

About the authors

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.

Table of contents (47 chapters)

Table of contents (47 chapters)
  • Solving Job Shop Scheduling with Parallel Population-Based Optimization and Apache Spark

    Pages 3-13

    Jedrzejowicz, Piotr (et al.)

  • Predicting Profitability of Peer-to-Peer Loans with Recovery Models for Censored Data

    Pages 15-25

    Viljanen, Markus (et al.)

  • Weighted Network Analysis for Computer-Aided Drug Discovery

    Pages 27-36

    Ito, Mariko I. (et al.)

  • Manufacturing as a Service in Industry 4.0: A Multi-Objective Optimization Approach

    Pages 37-47

    A. Medeiros, Gabriel H. (et al.)

  • Conservative Determinization of Translated Automata by Embedded Subset Construction

    Pages 49-61

    Dusi, Michele (et al.)

Buy this book

eBook $269.00
price for USA in USD
  • ISBN 978-981-15-5925-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $349.99
price for USA in USD
  • ISBN 978-981-15-5924-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

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
  • R. J. Howlett
  • Lakhmi C. Jain
Series Title
Smart Innovation, Systems and Technologies
Series Volume
193
Copyright
2020
Publisher
Springer Singapore
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-15-5925-9
DOI
10.1007/978-981-15-5925-9
Hardcover ISBN
978-981-15-5924-2
Series ISSN
2190-3018
Edition Number
1
Number of Pages
XVII, 546
Number of Illustrations
62 b/w illustrations, 153 illustrations in colour
Topics

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