Modeling Decisions for Artificial Intelligence

1. Front Matter

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2. Theory and Applications of Non-additive Measures and Corresponding Integrals

   • Endre Pap

   Pages 1-10

3. Some New Domain Restrictions in Social Choice, and Their Consequences

   • Salvador Barberà, Dolors Berga, Bernardo Moreno

   Pages 11-24

4. Weighted Quasi-Arithmetic Means: Utility Functions and Weighting Functions

   • Yuji Yoshida

   Pages 25-36

5. Toward a General Framework for Information Fusion

   • Didier Dubois, Weiru Liu, Jianbing Ma, Henri Prade

   Pages 37-48

6. Facility Location and Social Choice via Microaggregation

   • Josep Domingo-Ferrer

   Pages 49-57

7. Ordering Pareto Sets with Fuzzy Inference Systems

   • Sandra Sandri, José Carlos Becceneri, Roberto Luiz Galski

   Pages 58-69

8. A Comparison of Two Approaches for Situation Detection in an Air-to-Air Combat Scenario

   • Anders Dahlbom

   Pages 70-81

9. Web 2.0 Tools to Support Decision Making in Enterprise Contexts

   • Raquel Ureña, Enrique Herrera-Viedma

   Pages 82-93

10. Using the Logarithmic Generator Function in the Spoken Term Detection Task

    • Gábor Gosztolya

    Pages 94-104

11. Emotion Detection Using Hybrid Structural and Appearance Descriptors

    • David Sanchez-Mendoza, David Masip, Xavier Baró, Àgata Lapedriza

    Pages 105-116

12. A Lazy Learning Approach for Self-training

    • Eva Armengol

    Pages 117-125

13. Combining Recommender and Reputation Systems to Produce Better Online Advice

    • Audun Jøsang, Guibing Guo, Maria Silvia Pini, Francesco Santini, Yue Xu

    Pages 126-138

14. Pushing Constraints into a Pattern-Tree

    • Andreia Silva, Cláudia Antunes

    Pages 139-151

15. Generalization of Quadratic Regularized and Standard Fuzzy c-Means Clustering with Respect to Regularization of Hard c-Means

    • Yuchi Kanzawa

    Pages 152-165

16. Semi-supervised Sequential Kernel Regression Models with Pairwise Constraints

    • Hengjin Tang, Sadaaki Miyamoto

    Pages 166-178

17. Query Optimization Strategies in Similarity-Based Databases

    • Petr Krajca, Vilem Vychodil

    Pages 179-191

18. Variables for Controlling Cluster Sizes on Fuzzy c-Means

    • Yoshiyuki Komazaki, Sadaaki Miyamoto

    Pages 192-203

19. On Sequential Cluster Extraction Based on L ₁-Regularized Possibilistic Non-metric Model

    • Yukihiro Hamasuna, Yasunori Endo

    Pages 204-213

20. Fast Implementations of Markov Clustering for Protein Sequence Grouping

    • László Szilágyi, Sándor Miklos Szilágyi

    Pages 214-225

This book constitutes the proceedings of the 10th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2013, held in Barcelona, Spain, in November 2013. The 24 papers presented in this volume were carefully reviewed and selected from 40 submissions. They deal with the theory and tools for modeling decisions, as well as applications that encompass decision making processes and information fusion techniques.

• Web 2.0
• constraints
• fuzzy logic
• mixed-integer optimization
• semi-supervised learning

• IIIA-CSIC, Bellaterra, Spain

  Vicenç Torra

• Toho Gakuen, Kunitachi, Japan

  Yasuo Narukawa

• Departament d’Enginyeria de la Informació i de les Comunicacions, Universitat Autonoma de Barcelona, Bellaterra, Spain

  Guillermo Navarro-Arribas

• Internet Interdisciplinary Institute (IN3); Estudis d’Informàtica, Multimèdia i Telecomunicació, Universitat Oberta de Catalunya, Barcelona, Spain

  David Megías

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