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Intelligent Decision Technologies 2016

Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016) – Part II

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Ireneusz Czarnowski

    1. Gdynia Maritime University, Gdynia, Poland

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  2. Alfonso Mateos Caballero

    1. Artificial Intelligence Department, Universidad Politécnica de Madrid, Madrid, Spain

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  3. Robert J. Howlett

    1. KES International, Shoreham-by-sea, UK

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  4. Lakhmi C. Jain

    1. University of Canberra, Canberra, Australia

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  • Recent research on Intelligent Decision Technologies
  • Presents the interdisciplinarity of Intelligent Decision Technologies, bridging computer science with its development of artificial intelligence, information systems with its development of decision support systems, and engineering with its development of systems
  • Proceedings of the 8th International KES Conference on INTELLIGENT DECISION TECHNOLOGIES KES-IDT-16, held at Puerto de la Cruz, Tenerife, Spain, 15-17 June 2016
  • Includes supplementary material: sn.pub/extras

Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 57)

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Table of contents (41 papers)

  1. Front Matter

    Pages i-xvi
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  2. Intelligent Data Analysis and Applications

    1. Front Matter

      Pages 1-1
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    2. Comparison of Four Methods of Combining Classifiers on the Basis of Dispersed Medical Data

      • Małgorzata Przybyła-Kasperek
      Pages 3-13

    3. Estimation of Coefficient of Static Friction of Surface by Analyzing Photo Images

      • Hitoshi Tamura, Yasushi Kambayashi
      Pages 15-26

    4. Decision Case Management for Digital Enterprise Architectures with the Internet of Things

      • Alfred Zimmermann, Rainer Schmidt, Dierk Jugel, Kurt Sandkuhl, Christian Schweda, Michael Möhring et al.
      Pages 27-37

    5. Exploiting Emoticons to Generate Emotional Dictionaries from Facebook Pages

      • Hanen Ameur, Salma Jamoussi, Abdelmajid Ben Hamadou
      Pages 39-49

    6. Multiple Ontology-Based Indexing of Multimedia Documents on the World Wide Web

      • Mohammed Maree, Mohammed Belkhatir, Fariza Fauzi, Aseel B. Kmail, Ahmad Ewais, Muath Sabha
      Pages 51-62

    7. Feature Selection Methods Based on Decision Rule and Tree Models

      • Wiesław Paja
      Pages 63-70

    8. Automatic Categorization of Email into Folders by Ant Colony Decision Tree and Social Networks

      • Urszula Boryczka, Barbara Probierz, Jan Kozak
      Pages 71-81

    9. Using Dissimilarity Matrix for Eye Movement Biometrics with a Jumping Point Experiment

      • Pawel Kasprowski, Katarzyna Harezlak
      Pages 83-93

    10. Epigenetically Inspired Modification of Genetic Algorithm and His Efficiency on Biological Sequence Alignment

      • Kornel Chromiński, Mariusz Boryczka
      Pages 95-105

    11. Meta-Bayes Classifier with Markov Model Applied to the Control of Bioprosthetic Hand

      • Marek Kurzynski, Marcin Majak
      Pages 107-117

    12. Contextual Modelling Collaborative Recommender System—Real Environment Deployment Results

      • Urszula Kużelewska
      Pages 119-126

    13. Decision Trees on the Foreign Exchange Market

      • Juszczuk Przemyslaw, Kozak Jan, Trynda Katarzyna
      Pages 127-138

    14. On Granular Rough Computing: Covering by Joint and Disjoint Granules in Epsilon Concept Dependent Granulation

      • Piotr Artiemjew, Jacek Szypulski
      Pages 139-148

    15. On Approaches to Discretization of Datasets Used for Evaluation of Decision Systems

      • Grzegorz Baron, Katarzyna Harężlak
      Pages 149-159

  3. Intelligent Decision Making for Uncertain Unstructured Big Data

    1. Front Matter

      Pages 161-161
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    2. A Bayesian Approach to Classify the Music Scores on the Basis of the Music Style

      • Michele Della Ventura
      Pages 163-174

    3. A Framework for Extracting Reliable Information from Unstructured Uncertain Big Data

      • Sanjay Kumar Singh, Neel Mani, Bharat Singh
      Pages 175-185

  4. Reasoning-Based Intelligent Systems

    1. Front Matter

      Pages 187-187
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Keywords

About this book

The KES-IDT-2016 proceedings give an excellent insight into recent research, both theoretical and applied, in the field of intelligent decision making. The range of topics explored is wide, and covers methods of grouping, classification, prediction, decision support, modelling and many more in such areas as finance, linguistics, medicine, management and transportation.

This proceedings contain several sections devoted to specific topics, such as:

·         Specialized Decision Techniques for Data Mining, Transportation and Project Management

·         Pattern Recognition for Decision Making Systems

·         New Advances of Soft Computing in Industrial and Management Engineering

·         Recent Advances in Fuzzy Systems

·        Intelligent Data Analysis and Applications

·         Reasoning-based Intelligent Systems

·         Intelligent Methods for Eye Movement Data Processing and Analysis

·         Intelligent Decision Technologies for Water Resources Management

·         Intelligent Decision Making for Uncertain Unstructured Big Data

·         Decision Making Theory for Economics

·         Interdisciplinary Approaches in Business Intelligence Research and Practice

·         Pattern Recognition in Audio and Speech Processing

The KES-IDT conference is a well-established international annual conference, interdisciplinary in nature. These two volumes of proceedings form an excellent account of the latest results and outcomes of recent research in this leading-edge area.

 

Editors and Affiliations

  • Gdynia Maritime University, Gdynia, Poland

    Ireneusz Czarnowski

  • Artificial Intelligence Department, Universidad Politécnica de Madrid, Madrid, Spain

    Alfonso Mateos Caballero

  • KES International, Shoreham-by-sea, UK

    Robert J. Howlett

  • University of Canberra, Canberra, Australia

    Lakhmi C. Jain

Bibliographic Information

  • Book Title: Intelligent Decision Technologies 2016

  • Book Subtitle: Proceedings of the 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016) – Part II

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

  • Series Title: Smart Innovation, Systems and Technologies

  • DOI: https://doi.org/10.1007/978-3-319-39627-9

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2016

  • Hardcover ISBN: 978-3-319-39626-2Published: 09 June 2016

  • Softcover ISBN: 978-3-319-81926-6Published: 30 May 2018

  • eBook ISBN: 978-3-319-39627-9Published: 13 June 2016

  • Series ISSN: 2190-3018

  • Series E-ISSN: 2190-3026

  • Edition Number: 1

  • Number of Pages: XVI, 480

  • Number of Illustrations: 135 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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