Algorithmic Decision Theory: Second International Conference, ADT 2011, Piscataway, NJ, USA, October 26-28, 2011. Proceedings

Content: 
Front Matter....Pages -
How Hard Is it to Bribe the Judges? A Study of the Complexity of Bribery in Judgment Aggregation....Pages 1-15
A Translation Based Approach to Probabilistic Conformant Planning....Pages 16-27
Committee Selection with a Weight Constraint Based on a Pairwise Dominance Relation....Pages 28-41
A Natural Language Argumentation Interface for Explanation Generation in Markov Decision Processes....Pages 42-55
A Bi-objective Optimization Model to Eliciting Decision Maker’s Preferences for the PROMETHEE II Method....Pages 56-66
Strategy-Proof Mechanisms for Facility Location Games with Many Facilities....Pages 67-81
Making Decisions in Multi Partitioning....Pages 82-95
Efficiently Eliciting Preferences from a Group of Users....Pages 96-107
Risk-Averse Production Planning....Pages 108-120
Minimal and Complete Explanations for Critical Multi-attribute Decisions....Pages 121-134
Vote Elicitation with Probabilistic Preference Models: Empirical Estimation and Cost Tradeoffs....Pages 135-149
Efficient Approximation Algorithms for Multi-objective Constraint Optimization....Pages 150-164
Empirical Evaluation of Voting Rules with Strictly Ordered Preference Data....Pages 165-177
A Reduction of the Complexity of Inconsistencies Test in the MACBETH 2-Additive Methodology....Pages 178-189
On Minimizing Ordered Weighted Regrets in Multiobjective Markov Decision Processes....Pages 190-204
Scaling Invariance and a Characterization of Linear Objective Functions....Pages 205-218
Learning the Parameters of a Multiple Criteria Sorting Method....Pages 219-233
Handling Preferences in the ”Pre-conflicting” Phase of Decision Making Processes under Multiple Criteria....Pages 234-246
Bribery in Path-Disruption Games....Pages 247-261
The Machine Learning and Traveling Repairman Problem....Pages 262-276
Learning Complex Concepts Using Crowdsourcing: A Bayesian Approach....Pages 277-291
Online Cake Cutting....Pages 292-305
Influence Diagrams with Memory States: Representation and Algorithms....Pages 306-319
Game Theory and Human Behavior: Challenges in Security and Sustainability....Pages 320-330
Constrained Multicriteria Sorting Method Applied to Portfolio Selection....Pages 331-343
Back Matter....Pages -