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Modeling Decisions for Artificial Intelligence

11th International Conference, MDAI 2014, Tokyo, Japan, October 29-31, 2014, Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Vicenç Torra

    1. CSIC, Consejo Superior de Investigaciones Cientificas, Bellaterra, Spain

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  2. Yasuo Narukawa

    1. Toho Gakuen, Tokyo, Japan

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  3. Yasunori Endo

    1. Faculty of Engineering, Information and Systems, University of Tsukuba, Tsukuba, Japan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8825)

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

Included in the following conference series:

Conference proceedings info: MDAI 2014.

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Table of contents (20 papers)

  1. Front Matter

    Download chapter PDF

  2. Invited Papers

    1. Electronic Road Pricing System for Low Emission Zones to Preserve Driver Privacy

      • Roger Jardí-Cedó, Macià Mut-Puigserver, M. Magdalena Payeras-Capellà, Jordi Castellà-Roca, Alexandre Viejo
      Pages 1-13

  3. Regular Papers

    1. Aggregation Operators and Decision Making

      1. Modeling Complex Nonlinear Utility Spaces Using Utility Hyper-Graphs
        • Rafik Hadfi, Takayuki Ito
        Pages 14-25
      2. On the Distributivity Equation <span class="mathjax-tex">\(\mathcal{I}(x,\mathcal{U}_1(y,z)) = \mathcal{U}_2(\mathcal{I}(x,y),\mathcal{I}(x,z))\)</span> for Decomposable Uninorms (in Interval-Valued Fuzzy Sets Theory) Generated from Conjunctive Representable Uninorms
        • Michał Baczyński, Wanda Niemyska
        Pages 26-37
      3. Aggregation of Dynamic Risk Measures in Financial Management
        • Yuji Yoshida
        Pages 38-49
      4. Single-Preference Consensus Measures Based on Models of Ecological Evenness
        • Gleb Beliakov, Simon James, Laura Smith
        Pages 50-59
      5. Distributed Decision-Theoretic Active Perception for Multi-robot Active Information Gathering
        • Jennifer Renoux, Abdel-Illah Mouaddib, Simon LeGloannec
        Pages 60-71
      6. Visual Consensus Feedback Mechanism for Group Decision Making with Complementary Linguistic Preference Relations
        • Francisco Chiclana, Jian Wu, Enrique Herrera-Viedma
        Pages 72-83

  5. Optimization

    1. A Dynamic Approach for the Online Knapsack Problem

      • Hajer Ben-Romdhane, Sihem Ben Jouida, Saoussen Krichen
      Pages 96-107

  6. Clustering and Similarity

    1. On Kernelization for a Maximizing Model of Bezdek-Like Spherical Fuzzy c-Means Clustering

      • Yuchi Kanzawa
      Pages 108-121

    2. A Note on Objective-Based Rough Clustering with Fuzzy-Set Representation

      • Ken Onishi, Naohiko Kinoshita, Yasunori Endo
      Pages 122-134

    3. Semi-Supervised Hard and Fuzzy c-Means with Assignment Prototype Term

      • Yukihiro Hamasuna, Yasunori Endo
      Pages 135-144

    4. Hard and Fuzzy c-means Algorithms with Pairwise Constraints by Non-metric Terms

      • Yasunori Endo, Naohiko Kinoshita, Kuniaki Iwakura, Yukihiro Hamasuna
      Pages 145-157

    5. Application of the Fuzzy-Possibilistic Product Partition in Elliptic Shell Clustering

      • László Szilágyi, Zsuzsa Réka Varga, Sándor Miklós Szilágyi
      Pages 158-169

  7. Data Mining and Data Privacy

    1. A Multiobjective Evolutionary Optimized Recurrent Neural Network for Defects Detection on Flat Panel Displays

      • H. A. Abeysundara, Hiroshi Hamori, Takeshi Matsui, Masatoshi Sakawa
      Pages 170-181

    2. Applying Representative Uninorms for Phonetic Classifier Combination

      • Gábor Gosztolya, József Dombi
      Pages 182-191

    3. Towards the Cloudification of the Social Networks Analytics

      • Daniel Cea, Jordi Nin, Rubén Tous, Jordi Torres, Eduard Ayguadé
      Pages 192-203

    4. Privacy-Preserving on Graphs Using Randomization and Edge-Relevance

      • Jordi Casas-Roma
      Pages 204-216

    5. Rank Swapping for Stream Data

      • Guillermo Navarro-Arribas, Vicenç Torra
      Pages 217-226
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  1. Modeling Decisions for Artificial Intelligence

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About this book

This book constitutes the proceedings of the 11th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2014, held in Tokyo, Japan, in October 2014. The 19 revised full papers presented together with an invited paper were carefully reviewed and selected from 38 submissions. They deal with the theory and tools for modeling decisions, as well as applications that encompass decision making processes and information fusion techniques and are organized in topical sections on aggregation operators and decision making, optimization, clustering and similarity, and data mining and data privacy.

Editors and Affiliations

  • CSIC, Consejo Superior de Investigaciones Cientificas, Bellaterra, Spain

    Vicenç Torra

  • Toho Gakuen, Tokyo, Japan

    Yasuo Narukawa

  • Faculty of Engineering, Information and Systems, University of Tsukuba, Tsukuba, Japan

    Yasunori Endo

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