Intelligent Decision Technologies 2017: Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017) – Part II | SpringerLink
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Intelligent Decision Technologies 2017

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

  • 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 73)

Included in the following conference series:

Conference proceedings info: IDT 2017.

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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.

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Keywords

Table of contents (32 papers)

  1. Front Matter

    Pages i-xviii
    Download chapter PDF

  2. Pattern Recognition for Decision Making Systems

    1. Front Matter

      Pages 1-1
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    2. A Development of Classification Model for Smartphone Addiction Recognition System Based on Smartphone Usage Data

      • Worawat Lawanont, Masahiro Inoue
      Pages 3-12

    3. Complex Object Recognition Based on Multi-shape Invariant Radon Transform

      • Ghassen Hammouda, Atef Hammouda, Dorra Sellami
      Pages 13-22

    4. Genetic Algorithms Based Resampling for the Classification of Unbalanced Datasets

      • Marco Vannucci, Valentina Colla
      Pages 23-32

    5. Analysis of Multiple Classifiers Performance for Discretized Data in Authorship Attribution

      • Grzegorz Baron
      Pages 33-42

    6. Speaker Identification in Noisy Conditions Using Short Sequences of Speech Frames

      • Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
      Pages 43-52

    7. Human Activity Recognition Using Accelerometer and Photoplethysmographic Signals

      • Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Simone Orcioni, Claudio Turchetti
      Pages 53-62

  3. Digital Architecture and Decision Management

    1. Front Matter

      Pages 63-63
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    2. When Energy Revolution Meets Digital Transformation

      • Shéhérazade Benzerga, Dominik Hauf, Michael Pretz, Ahmed Bounfour
      Pages 65-81

    3. Decision-Controlled Digitization Architecture for Internet of Things and Microservices

      • Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Justus Bogner, Michael Möhring
      Pages 82-92

    4. Digital Enterprise Architecture Management in Tourism – State of the Art and Future Directions

      • Rainer Schmidt, Michael Möhring, Barbara Keller, Alfred Zimmermann, Martina Toni, Laura Di Pietro
      Pages 93-102

  4. Advances of Soft Computing in Industrial and Management Engineering: New Trends and Applications

    1. Front Matter

      Pages 103-103
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    2. Building Fuzzy Variance Gamma Option Pricing Models with Jump Levy Process

      • Huiming Zhang, Junzo Watada
      Pages 105-116

    3. Evolutionary Regressor Selection in ARIMA Model for Stock Price Time Series Forecasting

      • Ruxandra Stoean, Catalin Stoean, Adrian Sandita
      Pages 117-126

    4. Fuzzy ARTMAP with Binary Relevance for Multi-label Classification

      • Lik Xun Yuan, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim, Junzo Watada
      Pages 127-135

    5. Rough Set-Based Text Mining from a Large Data Repository of Experts’ Diagnoses for Power Systems

      • Junzo Watada, Shing Chiang Tan, Yoshiyuki Matsumoto, Pandian Vasant
      Pages 136-144

  5. Interdisciplinary Approaches in Business Intelligence Research and Practice

    1. Front Matter

      Pages 145-145
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    2. Applying Domain Knowledge for Data Quality Assessment in Dermatology

      • Nemanja Igić, Branko Terzić, Milan Matić, Vladimir Ivančević, Ivan Luković
      Pages 147-156

    3. A Comparison of Predictive Analytics Solutions on Hadoop

      • Ramin Norousi, Jan Bauer, Ralf-Christian Härting, Christopher Reichstein
      Pages 157-168
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Other volumes

  1. Intelligent Decision Technologies

  2. Intelligent Decision Technologies 2017

  3. Intelligent Decision Technologies 2017

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 II

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

  • Series Title: Smart Innovation, Systems and Technologies

  • DOI: https://doi.org/10.1007/978-3-319-59424-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2018

  • Hardcover ISBN: 978-3-319-59423-1Published: 26 May 2017

  • Softcover ISBN: 978-3-319-86622-2Published: 29 July 2018

  • eBook ISBN: 978-3-319-59424-8Published: 24 May 2017

  • Series ISSN: 2190-3018

  • Series E-ISSN: 2190-3026

  • Edition Number: 1

  • Number of Pages: XVIII, 358

  • Number of Illustrations: 118 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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