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Trends in Applied Knowledge-Based Systems and Data Science

29th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016, Morioka, Japan, August 2-4, 2016, Proceedings

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Hamido Fujita

    1. Iwate Prefectural University , Iwate, Japan

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  2. Moonis Ali

    1. Department Computer Science, Texas State University, San Marcos, USA

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  3. Ali Selamat

    1. Universiti Teknologi Malaysis (UTM), Bahru, Malaysia

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  4. Jun Sasaki

    1. Iwate Prefectural University , Iwate, Japan

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  5. Masaki Kurematsu

    1. Iwate Prefectural University , Iwate, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9799)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: IEA/AIE 2016.

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Table of contents (85 papers)

  1. Front Matter

    Pages I-XVIII
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  2. Data Science

    1. Front Matter

      Pages 1-1
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    2. Intelligent Systems in Modeling Phase of Information Mining Development Process

      • Sebastian Martins, Patricia Pesado, Ramón García-Martínez
      Pages 3-15

    3. Performance Evaluation of Knowledge Extraction Methods

      • Juan M. Rodríguez, Hernán D. Merlino, Patricia Pesado, Ramón García-Martínez
      Pages 16-22

    4. Various Classifiers to Investigate the Relationship Between CSR Activities and Corporate Value

      • Ratna Hidayati, Katsutoshi Kanamori, Ling Feng, Hayato Ohwada
      Pages 23-30

    5. Matching Rule Discovery Using Classification for Product-Service Design

      • A. F. Zakaria, S. C. J. Lim
      Pages 31-42

    6. Rare Event-Prediction with a Hybrid Algorithm Under Power-Law Assumption

      • Mina Jung, Jae C. Oh
      Pages 43-55

    7. “Anti-Bayesian” Flat and Hierarchical Clustering Using Symmetric Quantiloids

      • Anis Yazidi, Hugo Lewi Hammer, B. John Oommen
      Pages 56-67

    8. On the Online Classification of Data Streams Using Weak Estimators

      • Hanane Tavasoli, B. John Oommen, Anis Yazidi
      Pages 68-79

    9. Explicit Contrast Patterns Versus Minimal Jumping Emerging Patterns for Lazy Classification in High Dimensional Data

      • Marzena Kryszkiewicz, Przemyslaw Podsiadly
      Pages 80-94

    10. An Evaluation on KNN-SVM Algorithm for Detection and Prediction of DDoS Attack

      • Ahmad Riza’ain Yusof, Nur Izura Udzir, Ali Selamat
      Pages 95-102

    11. Reliable Clustering Indexes

      • Jean-Charles Lamirel
      Pages 103-114

    12. FHM\(+\): Faster High-Utility Itemset Mining Using Length Upper-Bound Reduction

      • Philippe Fournier-Viger, Jerry Chun-Wei Lin, Quang-Huy Duong, Thu-Lan Dam
      Pages 115-127

    13. \(MC^2\): An Integrated Toolbox for Change, Causality and Motif Discovery

      • Yasser Mohammad, Toyoaki Nishida
      Pages 128-141

  3. Knowledge Based Systems

    1. Front Matter

      Pages 143-143
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    2. Hidden Frequency Feature in Electronic Signatures

      • Orcan Alpar, Ondrej Krejcar
      Pages 145-156

    3. A Multimodal Approach to Relevance and Pertinence of Documents

      • Matteo Cristani, Claudio Tomazzoli
      Pages 157-168

    4. Fuzzy-Syllogistic Systems: A Generic Model for Approximate Reasoning

      • Bora İ. Kumova
      Pages 169-181

    5. Towards a Knowledge Based Environment for the Cognitive Understanding and Creation of Immersive Visualization of Expressive Human Movement Data

      • Christopher Bowman, Hamido Fujita, Gavin Perin
      Pages 182-192

    6. Bibliometric Tools for Discovering Information in Database

      • Enrique Herrera-Viedma, M. Angeles Martinez, Manuel Herrera
      Pages 193-203
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  1. Trends in Applied Knowledge-Based Systems and Data Science

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About this book

This book constitutes the refereed conference proceedings of the 29th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2016, held in Morioka, Japan, in August 2-4, 2016.

The 80 revised full papers presented were carefully reviewed and selected from 168 submissions. They are organized in topical sections: data  science; knowledge base systems; natural language processing and sentiment analysis; semantic Web and social networks; computer vision; medical diagnosis system and bio-informatics; applied neural networks; innovations in intelligent systems and applications; decision support systems; adaptive control; soft computing and multi-agent systems; evolutionary algorithms and heuristic search; system integration for real-life applications.  

Editors and Affiliations

  • Iwate Prefectural University , Iwate, Japan

    Hamido Fujita, Jun Sasaki, Masaki Kurematsu

  • Department Computer Science, Texas State University, San Marcos, USA

    Moonis Ali

  • Universiti Teknologi Malaysis (UTM), Bahru, Malaysia

    Ali Selamat

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