Modeling Decisions for Artificial Intelligence

1. Front Matter

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2. Invited Papers

   1. An Overview of Hierarchical and Non-hierarchical Algorithms of Clustering for Semi-supervised Classification

      • Sadaaki Miyamoto

      Pages 1-10

   2. Fuzzy Programming Approaches to Robust Optimization

      • Masahiro Inuiguchi

      Pages 11-12

   3. Do We Know How to Integrate?

      • Radko Mesiar

      Pages 13-22

   4. Combination and Soft-Normalization of Belief Functions on MV-Algebras

      • Tommaso Flaminio, Lluís Godo, Tomáš Kroupa

      Pages 23-34

3. Regular Papers

   1. Aggregation Operators

      1. Using Linear Programming for Weights Identification of Generalized Bonferroni Means in R

         • Gleb Beliakov, Simon James

         Pages 35-44

      2. An Ordered Weighted Average with a Truncation Weight on Intervals

         • Yuji Yoshida

         Pages 45-55

      3. Choquet Integral on the Real Line as a Generalization of the OWA Operator

         • Yasuo Narukawa

         Pages 56-65

      4. On WOWA Rank Reversal

         • Wlodzimierz Ogryczak, Patrice Perny, Paul Weng

         Pages 66-77

      5. Extending Concordance and Discordance Relations to Hierarchical Sets of Criteria in ELECTRE-III Method

         • Luis Del Vasto-Terrientes, Aida Valls, Roman Slowinski, Piotr Zielniewicz

         Pages 78-89

      6. An Extended LibQUAL+ Model Based on Fuzzy Linguistic Information

         • Francisco J. Cabrerizo, Ignacio J. Pérez, Javier López-Gijón, Enrique Herrera-Viedma

         Pages 90-101

      7. Measure of Inconsistency for the Potential Method

         • Lavoslav Čaklović

         Pages 102-114

4. Integrals

   1. Hierarchical Bipolar Sugeno Integral Can Be Represented as Hierarchical Bipolar Choquet Integral

      • Katsushige Fujimoto, Michio Sugeno

      Pages 115-126

   2. Qualitative Integrals and Desintegrals – Towards a Logical View

      • Didier Dubois, Henri Prade, Agnès Rico

      Pages 127-138

   3. A Quantile Approach to Integration with Respect to Non-additive Measures

      • Marta Cardin

      Pages 139-148

5. Data Privacy and Security

   1. Analysis of On-Line Social Networks Represented as Graphs – Extraction of an Approximation of Community Structure Using Sampling

      • Néstor Martínez Arqué, David F. Nettleton

      Pages 149-160

   2. Using Profiling Techniques to Protect the User’s Privacy in Twitter

      • Alexandre Viejo, David Sánchez, Jordi Castellà-Roca

      Pages 161-172

   3. Detecting Sensitive Information from Textual Documents: An Information-Theoretic Approach

      • David Sánchez, Montserrat Batet, Alexandre Viejo

      Pages 173-184

   4. A Study of Anomaly Detection in Data from Urban Sensor Networks

      • Christoffer Brax, Anders Dahlbom

      Pages 185-196

   5. Comparing Random-Based and k-Anonymity-Based Algorithms for Graph Anonymization

      • Jordi Casas-Roma, Jordi Herrera-Joancomartí, Vicenç Torra

      Pages 197-209

This book constitutes the refereed proceedings of the 9th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2012, held in Girona, Catalonia, Spain, in November 2012. The 32 revised full papers were carefully reviewed and selected from 49 submissions and are presented with 4 plenary talks. The papers are organized in topical sections on aggregation operators, integrals, data privacy and security, reasoning, applications, and clustering and similarity.

• algorithms
• fuzzy logic programs
• linear programming
• nearest neighbor clustering
• social networks

• IIIA-CSIC, Bellaterra, Spain

  Vicenç Torra

• Toho Gakuen, Kunitachi, Japan

  Yasuo Narukawa

• Universitat de Girona, Girona, Spain

  Beatriz López, Mateu Villaret

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