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Intelligent Decision Technologies 2017

Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017) – Part I

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Ireneusz Czarnowski

    1. Maritime University , Gdynia, Poland

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  2. Robert J. Howlett

    1. Bournemouth University and KES International, Poole, United Kingdom

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  3. Lakhmi C. Jain

    1. University of Canberra, Canberra, Australia

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  • Includes recent research on Intelligent Decision Technologies
  • Highlights the interdisciplinarity of Intelligent Decision Technologies, bridging computer science with the development of artificial intelligence, information systems with the development of decision support systems, and engineering with the development of systems
  • Gathers the Proceedings of the 9th International KES Conference on Intelligent Decision Technologies (KES-IDT-17), held in Vilamoura, Algarve, Portugal, June 21–23, 2017
  • Includes supplementary material: sn.pub/extras

Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 72)

Included in the following conference series:

Conference proceedings info: IDT 2017.

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Table of contents (31 papers)

  1. Front Matter

    Pages i-xvii
    Download chapter PDF

  3. Specialized Decision Techniques for Data Mining, Transportation and Project Management

    1. Front Matter

      Pages 59-59
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    2. Incremetal GEP-Based Ensemble Classifier

      • Joanna Jedrzejowicz, Piotr Jedrzejowicz
      Pages 61-70

    3. Applying the Intelligent Decision Heuristic to Solve Large Scale Technician and Task Scheduling Problems

      • Amy Khalfay, Alan Crispin, Keeley Crockett
      Pages 71-81

    4. Manipulability of Majority Relation-Based Collective Decision Rules

      • Fuad Aleskerov, Alexander Ivanov, Daniel Karabekyan, Vyacheslav Yakuba
      Pages 82-91

    5. Stacking-Based Integrated Machine Learning with Data Reduction

      • Ireneusz Czarnowski, Piotr Jędrzejowicz
      Pages 92-103

  4. Intelligent Data Analysis and Applications

    1. Front Matter

      Pages 105-105
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    2. A Hybrid Approach to Conceptual Classification and Ranking of Resumes and Their Corresponding Job Posts

      • Abeer Zaroor, Mohammed Maree, Muath Sabha
      Pages 107-119

    3. Chaotic Nature of Eye Movement Signal

      • Katarzyna Harezlak, Pawel Kasprowski
      Pages 120-129

    4. Dispersed System with Dynamically Generated Non–disjoint Clusters – Application of Attribute Selection

      • Małgorzata Przybyła–Kasperek
      Pages 130-139

    5. Generational Feature Elimination to Find All Relevant Feature Subset

      • W. Paja
      Pages 140-148

    6. Optimization of Exact Decision Rules Relative to Length

      • Beata Zielosko
      Pages 149-158

    7. Evaluating Importance for Numbers of Bins in Discretised Learning and Test Sets

      • Urszula Stańczyk
      Pages 159-169

  5. Decision Support Systems

    1. Front Matter

      Pages 171-171
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Other volumes

  1. Intelligent Decision Technologies

  2. Intelligent Decision Technologies 2017

  3. Intelligent Decision Technologies 2017

Keywords

About this book

The volume presents a collection of peer-reviewed articles from the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT-17), held in Vilamoura, Algarve, Portugal on 21–23 June 2017. The conference addressed critical areas of computer science, as well as promoting knowledge transfer and the generation of new ideas in the field of intelligent decision making, project management and data analysis. The range of topics addressed includes methods of classification, prediction, data analysis, decision support, modeling, social media and many more in such diverse areas as finance, linguistics, management and transportation.

Editors and Affiliations

  • Maritime University , Gdynia, Poland

    Ireneusz Czarnowski

  • Bournemouth University and KES International, Poole, United Kingdom

    Robert J. Howlett

  • University of Canberra, Canberra, Australia

    Lakhmi C. Jain

Bibliographic Information

  • Book Title: Intelligent Decision Technologies 2017

  • Book Subtitle: Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017) – Part I

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

  • Series Title: Smart Innovation, Systems and Technologies

  • DOI: https://doi.org/10.1007/978-3-319-59421-7

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG, part of Springer Nature 2018

  • Hardcover ISBN: 978-3-319-59420-0Published: 26 May 2017

  • Softcover ISBN: 978-3-319-86621-5Published: 29 July 2018

  • eBook ISBN: 978-3-319-59421-7Published: 25 May 2017

  • Series ISSN: 2190-3018

  • Series E-ISSN: 2190-3026

  • Edition Number: 1

  • Number of Pages: XVII, 330

  • Number of Illustrations: 79 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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