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Modeling Decisions for Artificial Intelligence

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

  • Vicenç Torra
  • Yasuo Narukawa
  • Yasunori Endo
Conference proceedings MDAI 2014

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

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 8825)

Table of contents

  1. Front Matter
    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 \(\mathcal{I}(x,\mathcal{U}_1(y,z)) = \mathcal{U}_2(\mathcal{I}(x,y),\mathcal{I}(x,z))\) 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

  4. Inference Systems

    1. Towards Armstrong-Style Inference System for Attribute Implications with Temporal Semantics
      Jan Triska, Vilem Vychodil
      Pages 84-95

  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
    6. On Radius-Incorporated Multiple Kernel Learning
      Xinwang Liu, Jianping Yin, Jun Long
      Pages 227-240
  8. Back Matter
    PDF

About these proceedings

Introduction

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.

Keywords

cloud computing complexity decision making evolutionary optimization kernel methods multi-agent systems online algorithms privacy speech recognition support vector machines

Editors and affiliations

  • Vicenç Torra
    • 1
  • Yasuo Narukawa
    • 2
  • Yasunori Endo
    • 3
  1. 1.CSIC, Consejo Superior de Investigaciones CientificasBellaterraSpain
  2. 2.Toho GakuenTokyoJapan
  3. 3.Faculty of Engineering, Information and SystemsUniversity of TsukubaTsukubaJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-12054-6
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-12053-9
  • Online ISBN 978-3-319-12054-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site