This book constitutes the proceedings of the 7th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2010, held in Perpignan, France, in October 2010. The 25 papers presented were carefully reviewed and selected from 43 submissions. The volume also contains extended abstracts of the three invited papers. The topics covered are aggregation operators and decision making; clustering and similarity; computational intelligence; and data privacy.
Author(s): Didier Dubois (auth.), Vicenç Torra, Yasuo Narukawa, Marc Daumas (eds.)
Series: Lecture Notes in Computer Science 6408 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 299
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Information Storage and Retrieval; Database Management; Computation by Abstract Devices; Data Mining and Knowledge Discovery
Front Matter....Pages -
Relationships between Qualitative and Quantitative Scales for Aggregation Operations: The Example of Sugeno Integrals....Pages 1-2
User Privacy in Web Search....Pages 3-4
A Bibliometric Index Based on Collaboration Distances....Pages 5-6
Measuring the Influence of the k th Largest Variable on Functions over the Unit Hypercube....Pages 7-18
Measuring the Interactions among Variables of Functions over the Unit Hypercube....Pages 19-30
Weighted Quasi-arithmetic Means and Conditional Expectations....Pages 31-42
Modelling Group Decision Making Problems in Changeable Conditions....Pages 43-54
Individual Opinions-Based Judgment Aggregation Procedures....Pages 55-66
Aggregation of Bounded Fuzzy Natural Number-Valued Multisets....Pages 67-78
Sugeno Utility Functions I: Axiomatizations....Pages 79-90
Sugeno Utility Functions II: Factorizations....Pages 91-103
Managing Information Fusion with Formal Concept Analysis....Pages 104-115
Indefinite Kernel Fuzzy c -Means Clustering Algorithms....Pages 116-128
Algorithms in Sequential Fuzzy Regression Models Based on Least Absolute Deviations....Pages 129-139
A Generalized Approach to the Suppressed Fuzzy c -Means Algorithm....Pages 140-151
Semi-supervised Agglomerative Hierarchical Clustering Using Clusterwise Tolerance Based Pairwise Constraints....Pages 152-162
Gallbladder Segmentation in 2-D Ultrasound Images Using Deformable Contour Methods....Pages 163-174
Pattern Mining on Stars with FP-Growth....Pages 175-186
A Computational Intelligence Based Framework for One-Subsequence-Ahead Forecasting of Nonstationary Time Series....Pages 187-194
Non-hierarchical Clustering of Decision Tables toward Rough Set-Based Group Decision Aid....Pages 195-206
Revisiting Natural Actor-Critics with Value Function Approximation....Pages 207-218
A Cost-Continuity Model for Web Search....Pages 219-230
An Enhanced Framework of Subjective Logic for Semantic Document Analysis....Pages 231-242
Ontology-Based Anonymization of Categorical Values....Pages 243-254
Rational Privacy Disclosure in Social Networks....Pages 255-265
Towards Semantic Microaggregation of Categorical Data for Confidential Documents....Pages 266-276
Using Classification Methods to Evaluate Attribute Disclosure Risk....Pages 277-286
A Misleading Attack against Semi-supervised Learning for Intrusion Detection....Pages 287-298
Back Matter....Pages -
