Modeling Decisions for Artificial Intelligence

1. Front Matter

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2. Invited Papers

   1. Toward Elucidating Language Functions in the Brain

      • Michio Sugeno

      Pages 1-2

   2. Privacy-Preserving Similarity Evaluation and Application to Remote Biometrics Authentication

      • Hiroaki Kikuchi, Kei Nagai, Wakaha Ogata, Masakatsu Nishigaki

      Pages 3-14

3. Regular Papers

   1. Aggregation Operators

      1. Suitability Maps Based on the LSP Method

         • Jozo J. Dujmović, Guy De Tré, Nico Van de Weghe

         Pages 15-25

      2. Aggregated Mean Ratios of an Interval Induced from Aggregation Operations

         • Yuji Yoshida

         Pages 26-37

      3. WOWA Enhancement of the Preference Modeling in the Reference Point Method

         • Włodzimierz Ogryczak

         Pages 38-49

      4. Uninorms and Non-contradiction

         • Ana Pradera

         Pages 50-61

      5. Choquet Stieltjes Integral, Losonczi’s Means and OWA Operators

         • Vicenç Torra, Yasuo Narukawa

         Pages 62-73

      6. The Polytope of Fuzzy Measures and Its Adjacency Graph

         • Elías F. Combarro, Pedro Miranda

         Pages 74-85

   2. Decision Making

      1. On Consensus Measures in Fuzzy Group Decision Making

         • F. J. Cabrerizo, S. Alonso, I. J. Pérez, E. Herrera-Viedma

         Pages 86-97

      2. SBM and Bipolar Models in Data Envelopment Analysis with Interval Data

         • Masahiro Inuiguchi, Fumiki Mizoshita

         Pages 98-109

      3. A Comparison between Two Approaches to Threat Evaluation in an Air Defense Scenario

         • Fredrik Johansson, Göran Falkman

         Pages 110-121

   3. Clustering and Similarity

      1. Fuzzy Classification Function of Standard Fuzzy <i>c</i>-Means Algorithm for Data with Tolerance Using Kernel Function

         • Yuchi Kanzawa, Yasunori Endo, Sadaaki Miyamoto

         Pages 122-133

      2. A Similarity Measure for Sequences of Categorical Data Based on the Ordering of Common Elements

         • Cristina Gómez-Alonso, Aida Valls

         Pages 134-145

      3. Analytical and Numerical Evaluation of the Suppressed Fuzzy C-Means Algorithm

         • László Szilágyi, Sándor M. Szilágyi, Zoltán Benyó

         Pages 146-157

      4. Generalized Agglomerative Clustering with Application to Information Systems

         • Sadaaki Miyamoto

         Pages 158-166

   4. Computational Intelligence and Optimization

      1. A Comprehensive Study on Reducts in Dominance-Based Rough Set Approach

         • Yoshifumi Kusunoki, Masahiro Inuiguchi

         Pages 167-178

      2. Graph-Based Active Learning Based on Label Propagation

         • Jun Long, Jianping Yin, Wentao Zhao, En Zhu

         Pages 179-190

      3. Golden Complementary Dual in Quadratic Optimization

         • Akifumi Kira, Seiichi Iwamoto

         Pages 191-202

   5. Data Privacy

      1. A Linear-Time Multivariate Micro-aggregation for Privacy Protection in Uniform Very Large Data Sets

         • Agusti Solanas, Roberto Di Pietro

         Pages 203-214

This book constitutes the refereed proceedings of the 5th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2008, held in Sabadell, Spain, in October 2008. The 19 revised full papers presented together with 2 invited lectures were thoroughly reviewed and selected from 43 submissions; they are devoted to theory and tools for modeling decisions, as well as applications that encompass decision making processes and information fusion techniques. The papers are organized in topical sections on aggregation operators, decision making, clustering and similarity, computational intelligence and optimization, as well as data privacy.

• Artificial intelligence
• Cluster
• Clustering
• computational intelligence
• intelligence
• modeling
• optimization

• IIIA, Artificial Intelligence Research Institute CSIC, Spanish National Research Council,, Bellaterra, Spain

  Vicenç Torra

• Toho Gakuen,, Tokyo, Japan

  Yasuo Narukawa

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