Modeling Decisions for Artificial Intelligence

1. Data Privacy and Security

   1. Heuristic Supervised Approach for Record Linkage

      • Javier Murillo, Daniel Abril, Vicenç Torra

      Pages 210-221

   2. Sampling Attack against Active Learning in Adversarial Environment

      • Wentao Zhao, Jun Long, Jianping Yin, Zhiping Cai, Geming Xia

      Pages 222-233

   3. Dynamic Credit-Card Fraud Profiling

      • Marc Damez, Marie-Jeanne Lesot, Adrien Revault d’Allonnes

      Pages 234-245

2. Reasoning

   1. Representing Fuzzy Logic Programs by Graded Attribute Implications

      • Tomas Kuhr, Vilem Vychodil

      Pages 246-257

   2. Refining Discretizations of Continuous-Valued Attributes

      • Eva Armengol, Àngel García-Cerdaña

      Pages 258-269

   3. Linear Programming with Graded Ill-Known Sets

      • Shizuya Kawamura, Masahiro Inuiguchi

      Pages 270-281

   4. Sharing Online Cultural Experiences: An Argument-Based Approach

      • Leila Amgoud, Roberto Confalonieri, Dave de Jonge, Mark d’Inverno, Katina Hazelden, Nardine Osman et al.

      Pages 282-293

   5. Simple Proof of Basic Theorem for General Concept Lattices by Cartesian Representation

      • Radim Belohlavek, Jan Konecny, Petr Osicka

      Pages 294-305

   6. On Some Properties of the Negative Transitivity Obtained from Transitivity

      • Susana Díaz, Susana Montes, Bernard De Baets

      Pages 306-317

3. Applications

   1. Multi Criteria Operators for Multi-attribute Auctions

      • Albert Pla, Beatriz Lopez, Javier Murillo

      Pages 318-328

   2. Finding Patterns in Large Star Schemas at the Right Aggregation Level

      • Andreia Silva, Cláudia Antunes

      Pages 329-340

   3. Application of Quantitative MCDA Methods for Parameter Setting Support of an Image Processing System

      • Lionel Valet, Vincent Clivillé

      Pages 341-354

4. Clustering and Similarity

   1. Inductive Clustering and Twofold Approximations in Nearest Neighbor Clustering

      • Sadaaki Miyamoto, Satoshi Takumi

      Pages 355-366

   2. Marginality: A Numerical Mapping for Enhanced Exploitation of Taxonomic Attributes

      • Josep Domingo-Ferrer

      Pages 367-381

   3. Introducing Incomparability in Modeling Qualitative Belief Functions

      • Amel Ennaceur, Zied Elouedi, Eric Lefevre

      Pages 382-393

   4. On Rough Set Based Non Metric Model

      • Yasunori Endo, Ayako Heki, Yukihiro Hamasuna

      Pages 394-407

   5. An Efficient Reasoning Method for Dependencies over Similarity and Ordinal Data

      • Radim Belohlavek, Pablo Cordero, Manuel Enciso, Angel Mora, Vilem Vychodil

      Pages 408-419

5. Back Matter

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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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