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12th MDAI 2015: Skövde, Sweden
- Vicenç Torra, Yasuo Narukawa:
Modeling Decisions for Artificial Intelligence - 12th International Conference, MDAI 2015, Skövde, Sweden, September 21-23, 2015, Proceedings. Lecture Notes in Computer Science 9321, Springer 2015, ISBN 978-3-319-23239-3
Invited Paper
- Fredrik D. Johansson, Otto Frost, Carl Retzner, Devdatt P. Dubhashi:
Classifying Large Graphs with Differential Privacy. 3-17
Aggregation Operators and Decision Making
- Andrea Mesiarová-Zemánková:
Extremal Completions of Triangular Norms Known on a Subregion of the Unit Interval. 21-32 - Giancarlo Lucca, José Antonio Sanz, Graçaliz Pereira Dimuro, Benjamín R. C. Bedregal, Radko Mesiar, Anna Kolesárová, Humberto Bustince:
The Notion of Pre-aggregation Function. 33-41 - Yuji Yoshida:
Weighted Quasi-Arithmetic Mean on Two-Dimensional Regions and Their Applications. 42-53 - Christophe Labreuche, Michel Grabisch:
A Comparison of the GAI Model and the Choquet Integral w.r.t. a k-ary Capacity. 54-65 - Francisco Chiclana, Raquel Ureña, Hamido Fujita, Enrique Herrera-Viedma:
Estimating Unknown Values in Reciprocal Intuitionistic Preference Relations via Asymmetric Fuzzy Preference Relations. 66-77 - Camilo A. Franco, Jens Leth Hougaard, Kurt Nielsen:
Handling Risk Attitudes for Preference Learning and Intelligent Decision Support. 78-89 - Marta Cardin:
Representation of Ordinal Preferences over Infinite Products. 90-99
Clustering and Similarity
- Yasunori Endo, Sadaaki Miyamoto:
Spherical k-Means++ Clustering. 103-114 - Yuchi Kanzawa:
On Possibilistic Clustering Methods Based on Shannon/Tsallis-Entropy for Spherical Data and Categorical Multivariate Data. 115-128 - László Szilágyi:
A Unified Theory of Fuzzy c-Means Clustering Models with Improved Partition. 129-140
Data Mining and Data Privacy
- Carlotta Orsenigo:
Effective MVU via Central Prototypes and Kernel Ridge Regression. 143-154 - Wiem Zemzem, Moncef Tagina:
Cooperative Multi-agent Learning in a Large Dynamic Environment. 155-166 - Petr Krajca:
Optimized and Parallel Query Processing in Similarity-Based Databases. 167-179 - Jordi Casas-Roma:
An Evaluation of Edge Modification Techniques for Privacy-Preserving on Graphs. 180-191 - Jordi Soria-Comas, Josep Domingo-Ferrer:
Co-utile Collaborative Anonymization of Microdata. 192-206 - Eva Armengol, Vicenç Torra:
Generalization-Based k-Anonymization. 207-218
Logics
- Miquel Bofill, Felip Manyà, Amanda Vidal, Mateu Villaret:
The Complexity of 3-Valued Łukasiewicz Rules. 221-229 - Tim Muller, Dongxia Wang, Audun Jøsang:
Information Theory for Subjective Logic. 230-242
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