Modeling Decisions for Artificial Intelligence

1. Front Matter

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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

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

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.

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

• 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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