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Intelligent Decision Technologies 2018

Proceedings of the 10th KES International Conference on Intelligent Decision Technologies (KES-IDT 2018)

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Ireneusz Czarnowski

    1. Gdynia Maritime University, Gdynia, Poland

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  2. Robert J. Howlett

    1. Bournemouth University, Poole, United Kingdom

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  3. Lakhmi C. Jain

    1. Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia

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  4. Ljubo Vlacic

    1. Griffith Sciences - Centres and Institutes, Griffith University, South Brisbane, Australia

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  • Provides recent research on agents and multi-agent systems
  • Includes proceedings of the 12th International KES Conference on Agents and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2018), held on Australia’s Gold Coast on June 20–22, 2018
  • Presents technologies and applications of agents and multi-agent systems

Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 97)

Included in the following conference series:

Conference proceedings info: KES-IDT 2018 2018.

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About this book

This book gathers the proceedings of the KES-IDT-2018 conference, held in Gold Coast, Queensland, Australia, on June 20–22, 2018 The conference provided opportunities to present and discuss the latest research results, promoting knowledge transfer and the generation of new ideas in the field of intelligent decision-making. 

The range of topics explored is wide, and includes methods for decision-making, decision support, data analysis, modeling and many more in areas such as finance, economics, management, engineering and transportation. 

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

·         Decision-Making Theory for Economics 

·         Advances in Knowledge-based Statistical Data Analysis 

·         On Knowledge-Based Digital Ecosystems & Technologies for Smart and Intelligent Decision Support Systems 

·         Soft Computing Models in Industrial and Management Engineering 

·         Computational Media Computing and its Applications 

·         Intelligent Decision-Making Technologies 

·         Digital Architectures and Decision Management

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Keywords

Table of contents (24 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  2. Designing Interactive Topic Discovery Systems for Research and Decision Making

    • Aneesha Bakharia
    Pages 1-10

  3. Daily Stress Recognition System Using Activity Tracker and Smartphone Based on Physical Activity and Heart Rate Data

    • Worawat Lawanont, Pornchai Mongkolnam, Chakarida Nukoolkit, Masahiro Inoue
    Pages 11-21

  4. Listwise Recommendation Approach with Non-negative Matrix Factorization

    • Gaurav Pandey, Shuaiqiang Wang
    Pages 22-32

  5. Estimation of Business Demography Statistics: A Method for Analyzing Job Creation and Destruction

    • Masao Takahashi, Mika Sato-Ilic, Motoi Okamoto
    Pages 33-43

  6. Multivariate Multiple Orthogonal Linear Regression

    • Thi Binh An Duong, Jun Tsuchida, Hiroshi Yadohisa
    Pages 44-53

  7. Supervised Multiclass Classifier for Autocoding Based on Partition Coefficient

    • Yukako Toko, Kazumi Wada, Shinya Iijima, Mika Sato-Ilic
    Pages 54-64

  8. An Empirical Analysis of Volatility by the SIML Estimation with High-Frequency Trades and Quotes

    • Hiroumi Misaki
    Pages 65-75

  9. AFRYCA 3.0: An Improved Framework for Consensus Analysis in Group Decision Making

    • Álvaro Labella, Luis Martínez
    Pages 76-86

  10. An Application of Transfer Learning for Maritime Vision Processing Using Machine Learning

    • Jeffrey W. Tweedale
    Pages 87-97

  11. Fuzzy Regression Model Dealing with Vague Possibility Grades and Its Characteristics

    • Yoshiyuki Yabuuchi
    Pages 98-108

  12. Decision-Oriented Composition Architecture for Digital Transformation

    • Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Justus Bogner, Michael Möhring
    Pages 109-119

  13. Revenue Management Information Systems for Small and Medium-Sized Hotels: Empirical Insights into the Current Situation in Germany

    • Michael Möhring, Barbara Keller, Rainer Schmidt, Alfred Zimmermann
    Pages 120-127

  14. On Knowledge-Based Design Science Information System (DSIS) for Managing the Unconventional Digital Petroleum Ecosystems

    • Shastri L. Nimmagadda, Neel Mani, Torsten Reiners
    Pages 128-138

  15. On a Smart Digital Gender Ecosystem for Managing the Socio-Economic Development in the African Contexts

    • Christina Namugenyi, Shastri L. Nimmagadda, Neel Mani
    Pages 139-149

  16. A Framework for a Dynamic Inter-connection of Collaborating Agents with Multi-layered Application Abstraction Based on a Software-Bus System

    • Robert Brehm, Mareike Redder, Gordon Flaegel, Jendrik Menz, Cecil Bruce-Boye
    Pages 150-157

  17. Non-reciprocal Pairwise Comparisons and Solution Method in AHP

    • Kazutomo Nishizawa
    Pages 158-165

  18. Super Pairwise Comparison Matrix in the Multiple Dominant AHP with Hierarchical Criteria

    • Takao Ohya, Eizo Kinoshita
    Pages 166-172

  19. A Questionnaire Method of Class Evaluations Using AHP with a Ternary Graph

    • Natsumi Oyamaguchi, Hiroyuki Tajima, Isamu Okada
    Pages 173-180

  20. A Link Diagram for Pairwise Comparisons

    • Takafumi Mizuno
    Pages 181-186
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Other volumes

  1. Intelligent Decision Technologies 2018

Editors and Affiliations

  • Gdynia Maritime University, Gdynia, Poland

    Ireneusz Czarnowski

  • Bournemouth University, Poole, United Kingdom

    Robert J. Howlett

  • Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, Australia

    Lakhmi C. Jain

  • Griffith Sciences - Centres and Institutes, Griffith University, South Brisbane, Australia

    Ljubo Vlacic

Bibliographic Information

  • Book Title: Intelligent Decision Technologies 2018

  • Book Subtitle: Proceedings of the 10th KES International Conference on Intelligent Decision Technologies (KES-IDT 2018)

  • Editors: Ireneusz Czarnowski, Robert J. Howlett, Lakhmi C. Jain, Ljubo Vlacic

  • Series Title: Smart Innovation, Systems and Technologies

  • DOI: https://doi.org/10.1007/978-3-319-92028-3

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: Springer International Publishing AG, part of Springer Nature 2019

  • Hardcover ISBN: 978-3-319-92027-6Published: 31 May 2018

  • Softcover ISBN: 978-3-030-06352-8Published: 04 January 2019

  • eBook ISBN: 978-3-319-92028-3Published: 30 May 2018

  • Series ISSN: 2190-3018

  • Series E-ISSN: 2190-3026

  • Edition Number: 1

  • Number of Pages: XVII, 238

  • Number of Illustrations: 110 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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