Integrated Uncertainty in Knowledge Modelling and Decision Making

1. Front Matter

   Pages I-XXIV

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2. Invited Papers

   1. Front Matter

      Pages 1-1

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   2. On Evidential Measures of Support for Reasoning with Integrated Uncertainty: A Lesson from the Ban of P-values in Statistical Inference

      • Hung T. Nguyen

      Pages 3-15

   3. Fuzzy Co-Clustering and Application to Collaborative Filtering

      • Katsuhiro Honda

      Pages 16-23

   4. Evidential Clustering: A Review

      • Thierry Denœux, Orakanya Kanjanatarakul

      Pages 24-35

3. Uncertainty Management and Decision Support

   1. Front Matter

      Pages 37-37

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   2. Non-uniqueness of Interval Weight Vector to Consistent Interval Pairwise Comparison Matrix and Logarithmic Estimation Methods

      • Masahiro Inuiguchi

      Pages 39-50

   3. Sequential Decision Process Supported by a Compositional Model

      • Radim Jiroušek, Lucie Váchová

      Pages 51-63

   4. A Theory of Modeling Semantic Uncertainty in Label Representation

      • Zengchang Qin, Tao Wan, Hanqing Zhao

      Pages 64-75

   5. A Probability Based Approach to Evaluation of New Energy Alternatives

      • Hong-Bin Yan

      Pages 76-88

   6. Minimax Regret Relaxation Procedure of Expected Recourse Problem with Vectors of Uncertainty

      • Thibhadha Saraprang, Phantipa Thipwiwatpotjana

      Pages 89-98

   7. Bottom Up Review of Criteria in Hierarchically Structured Decision Problem

      • Tomoe Entani

      Pages 99-109

   8. A Two-Stage Fuzzy Quality Function Deployment Model for Service Design

      • Hong-Bin Yan, Shaojing Cai, Ming Li

      Pages 110-123

   9. Usages of Fuzzy Returns on Markowitz’s Portfolio Selection

      • Tanarat Rattanadamrongaksorn, Jirakom Sirisrisakulchai, Songsak Sriboonjitta

      Pages 124-135

   10. A Flood Risk Assessment Based on Maximum Flow Capacity of Canal System

       • Jirakom Sirisrisakulchai, Napat Harnpornchai, Kittawit Autchariyapanitkul, Songsak Sriboonchitta

       Pages 136-148

4. Soft Clustering and Classification

   1. Front Matter

      Pages 149-149

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   2. Generalizations of Fuzzy c-Means and Fuzzy Classifiers

      • Sadaaki Miyamoto, Yoshiyuki Komazaki, Yasunori Endo

      Pages 151-162

   3. Partial Data Querying Through Racing Algorithms

      • Vu-Linh Nguyen, Sébastien Destercke, Marie-Hélène Masson

      Pages 163-174

   4. Fuzzy DA Clustering-Based Improvement of Probabilistic Latent Semantic Analysis

      • Takafumi Goshima, Katsuhiro Honda, Seiki Ubukata, Akira Notsu

      Pages 175-184

   5. Exclusive Item Partition with Fuzziness Tuning in MMMs-Induced Fuzzy Co-clustering

      • Takaya Nakano, Katsuhiro Honda, Seiki Ubukata, Akira Notsu

      Pages 185-194

This book constitutes the refereed proceedings of the 5th International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM 2016, held in Da Nang, Vietnam, in November/December 2016.

The IUKM symposia aim to provide a forum for exchanges of research results and ideas, and experience of application among researchers and practitioners involved with all aspects of uncertainty modelling and management.

• data mining
• information retrieval
• machine learning
• recommendation system
• social network
• algorithm analysis and problem complexity

• Japan Advanced Institute of Science and Technology, Nomi, Japan

  Van-Nam Huynh

• Graduate School of Engineering Science, Osaka University, Toyonaka, Japan

  Masahiro Inuiguchi

• University of Science, Ho Chi Minh City, Vietnam

  Bac Le

• Duy Tan University, Da Nang, Vietnam

  Bao Nguyen Le

• Université de Technologie de Compiègne , Compiègne, France

  Thierry Denoeux

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