This book constitutes the proceedings of the 6th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2009, held on Awaji Island, Japan, in November/December 2009.
The 28 papers presented in this book together with 5 invited talks were carefully reviewed and selected from 61 submissions. The topics covered are aggregation operators, fuzzy measures and game theory; decision making; clustering and similarity; computational intelligence and optimization; and machine learning.
Author(s): Roman Słowiński (auth.), Vicenç Torra, Yasuo Narukawa, Masahiro Inuiguchi (eds.)
Series: Lecture Notes in Computer Science 5861 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2009
Language: English
Pages: 373
Tags: Discrete Mathematics in Computer Science; Mathematical Logic and Formal Languages; Logics and Meanings of Programs; Computation by Abstract Devices; Simulation and Modeling; Artificial Intelligence (incl. Robotics)
Front Matter....Pages -
Interactive Robust Multiobjective Optimization Driven by Decision Rule Preference Model....Pages 1-4
g-BDI: A Graded Intensional Agent Model for Practical Reasoning....Pages 5-20
Modeling Ambiguity Averse Behavior of Individual Decision Making: Prospect Theory under Uncertainty....Pages 21-36
Generalized Bags, Bag Relations, and Applications to Data Analysis and Decision Making....Pages 37-54
The Relationship between Interval, Fuzzy and Possibilistic Optimization....Pages 55-59
Decision Making in Voting Games: An Insight into Theory and Practice....Pages 60-71
A Lyapunov-Type Theorem for Nonadditive Vector Measures....Pages 72-80
A Formal Theory of Cooperative TU-Games....Pages 81-91
The Functionality-Security-Privacy Game....Pages 92-101
Toward the Theory of Cooperative Games under Incomplete Information....Pages 102-113
Comparison of Data Structures for Computing Formal Concepts....Pages 114-125
Using Conditional Random Fields for Decision-Theoretic Planning....Pages 126-136
Interactive Decision Making for Hierarchical Multiobjective Linear Programming Problems....Pages 137-148
A Perception-Based Portfolio Under Uncertainty: Minimization of Average Rates of Falling....Pages 149-160
A Differential Evolution Based Time-Frequency Atom Decomposition for Analyzing Emitter signals....Pages 161-171
Combining Various Methods of Automated User Decision and Preferences Modelling....Pages 172-181
Target-Oriented Decision Analysis with Different Target Preferences....Pages 182-193
A Novel Method for Multibiometric Fusion Based on FAR and FRR....Pages 194-204
Performance Evaluation of TEWA Systems for Improved Decision Support....Pages 205-216
Discounting and Combination Scheme in Evidence Theory for Dealing with Conflict in Information Fusion....Pages 217-230
Evaluation Based on Pessimistic Efficiency in Interval DEA....Pages 231-238
Stochastic Facility Construction Problem with Preference of Candidate Sites....Pages 239-246
A Consensus Reaching Model for Web 2.0 Communities....Pages 247-258
Refinement Properties in Agglomerative Hierarchical Clustering....Pages 259-267
Some Pairwise Constrained Semi-Supervised Fuzzy c -Means Clustering Algorithms....Pages 268-281
PCA-Guided k -Means with Variable Weighting and Its Application to Document Clustering....Pages 282-292
Partial Symbol Ordering Distance....Pages 293-302
Situation Recognition and Hypothesis Management Using Petri Nets....Pages 303-314
A Hybrid Algorithm Based on Tabu Search and Ant Colony Optimization for k -Minimum Spanning Tree Problems....Pages 315-326
Dynamic Neighborhood Selection for Nonlinear Dimensionality Reduction....Pages 327-337
A Consistency-Constrained Feature Selection Algorithm with the Steepest Descent Method....Pages 338-350
A Heuristic Algorithm for Attribute Reduction Based on Discernibility and Equivalence by Attributes....Pages 351-359
Multiobjective Multiclass Soft-Margin Support Vector Machine and Its Solving Technique Based on Benson’s Method....Pages 360-371
Back Matter....Pages -
