Modeling Decisions for Artificial Intelligence: 12th International Conference, MDAI 2015, Skövde, Sweden, September 21-23, 2015, Proceedings

Front Matter....Pages I-XXVI
Front Matter....Pages 1-1
Classifying Large Graphs with Differential Privacy....Pages 3-17
Front Matter....Pages 19-19
Extremal Completions of Triangular Norms Known on a Subregion of the Unit Interval....Pages 21-32
The Notion of Pre-aggregation Function ....Pages 33-41
Weighted Quasi-Arithmetic Mean on Two-Dimensional Regions and Their Applications....Pages 42-53
A Comparison of the GAI Model and the Choquet Integral w.r.t. a k-ary Capacity....Pages 54-65
Estimating Unknown Values in Reciprocal Intuitionistic Preference Relations via Asymmetric Fuzzy Preference Relations....Pages 66-77
Handling Risk Attitudes for Preference Learning and Intelligent Decision Support....Pages 78-89
Representation of Ordinal Preferences over Infinite Products....Pages 90-99
Front Matter....Pages 101-101
Spherical k-Means++ Clustering....Pages 103-114
On Possibilistic Clustering Methods Based on Shannon/Tsallis-Entropy for Spherical Data and Categorical Multivariate Data....Pages 115-128
A Unified Theory of Fuzzy c-Means Clustering Models with Improved Partition....Pages 129-140
Front Matter....Pages 141-141
Effective MVU via Central Prototypes and Kernel Ridge Regression....Pages 143-154
Cooperative Multi-agent Learning in a Large Dynamic Environment....Pages 155-166
Optimized and Parallel Query Processing in Similarity-Based Databases....Pages 167-179
An Evaluation of Edge Modification Techniques for Privacy-Preserving on Graphs....Pages 180-191
Co-utile Collaborative Anonymization of Microdata....Pages 192-206
Generalization-Based k-Anonymization....Pages 207-218
Front Matter....Pages 219-219
The Complexity of 3-Valued Łukasiewicz Rules....Pages 221-229
Information Theory for Subjective Logic....Pages 230-242
Back Matter....Pages 243-243