Modeling Decisions for Artificial Intelligence : 7th International Conference, MDAI 2010, Perpignan, France, October 27-29, 2010, Proceedings

by Torra, Vicenc; Narukawa, Yasuo; Daumas, Marc

• ISBN13: 9783642162916
• ISBN10: 3642162916
• Format: Paperback
• Copyright: 2010-11-10
• Publisher: Springer-Verlag New York Inc

Summary

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.

Table of Contents

Invited Papers
Relationships between Qualitative and Quantitative Scales for Aggregation Operations: The Example of Sugeno Integrals	p. 1
User Privacy in Web Search	p. 3
A Bibliometric Index Based on Collaboration Distances	p. 5
Regular Papers
Aggregation Operators and Decision Making
Measuring the Influence of the kth Largest Variable on Functions over the Unit Hypercube	p. 7
Measuring the Interactions among Variables of Functions over the Unit Hypercube	p. 19
Weighted Quasi-arithmetic Means and Conditional Expectations	p. 31
Modelling Group Decision Making Problems in Changeable Conditions	p. 43
Individual Opinions-Based Judgment Aggregation Procedures	p. 55
Aggregation of Bounded Fuzzy Natural Number-Valued Multisets	p. 67
Sugeno Utility Functions I: Axiomatizations	p. 79
Sugeno Utility Functions II: Factorizations	p. 91
Managing Information Fusion with Formal Concept Analysis	p. 104
Clustering and Similarity
Indefinite Kernel Fuzzy c-Means Clustering Algorithms	p. 116
Algorithms in Sequential Fuzzy Regression Models Based on Least Absolute Deviations	p. 129
A Generalized Approach to the Suppressed Fuzzy c-Means Algorithm	p. 140
Semi-supervised Agglomerative Hierarchical Clustering Using Clusterwise Tolerance Based Pairwise Constraints	p. 152
Computational Intelligence
Gallbladder Segmentation in 2-D Ultrasound Images Using Deformable Contour Methods	p. 163
Pattern Mining on Stars with FP-Growth	p. 175
A Computational Intelligence Based Framework for One-Subsequence-Ahead Forecasting of Nonstationary Time Series	p. 187
Non-hierarchical Clustering of Decision Tables toward Rough Set-Based Group Decision Aid	p. 195
Revisiting Natural Actor-Critics with Value Function Approximation	p. 207
Cost-Continuty Model for Web Search	p. 219
An Enhanced Framework of Subjective Logic for Semantic Document Analysis	p. 231
Data Privacy
Ontology-Based Anonymization of Categorical Values	p. 243
Rational Privacy Disclosure in Social Networks	p. 255
Towards Semantic Microaggregation of Categorical Data for Confidential Documents	p. 266
Using Classification Methods to Evaluate Attribute Disclosure Risk	p. 277
A Misleading Attack against Semi-supervised Learning for Intrusion Detection	p. 287
Author Index	p. 299
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