Algorithmic decision theory : second international conference, ADT 2011, Piscataway, NJ, USA, October 26-28, 2011 : proceedings / Ronen I. Brafman, Fred S. Roberts, Alexis Tsoukiàs (eds.).

Includes bibliographical references and author index.

This book constitutes the refereed proceedings of the Second International Conference on Algorithmic Decision Theory, ADT 2011, held in Piscataway, NJ, USA, in October 2011. The 24 revised full papers presented were carefully reviewed and selected from 50 submissions.

Machine generated contents note: How Hard Is It to Bribe the Judges? A Study of the Complexity of Bribery in Judgment Aggregation / Jorg Rothe -- Translation Based Approach to Probabilistic Conformant Planning / Ran Taig -- Committee Selection with a Weight Constraint Based on a Pairwise Dominance Relation / Paul Weng -- Natural Language Argumentation Interface for Explanation Generation in Markov Decision Processes / Judy Goldsmith -- Bi-objective Optimization Model to Eliciting Decision Maker's Preferences for the PROMETHEE II Method / Thomas Stutzle -- Strategy-Proof Mechanisms for Facility Location Games with Many Facilities / Olivier Spanjaard -- Making Decisions in Multi Partitioning / Alain Guenoche -- Efficiently Eliciting Preferences from a Group of Users / Kate Larson -- Risk-Averse Production Planning / Steve Prestwich -- Minimal and Complete Explanations for Critical Multi-attribute Decisions / Wassila Ouerdane -- ^ Vote Elicitation with Probabilistic Preference Models: Empirical Estimation and Cost Tradeoffs / Craig Boutilier -- Efficient Approximation Algorithms for Multi-objective Constraint Optimization / Radu Marinescu -- Empirical Evaluation of Voting Rules with Strictly Ordered Preference Data / Nicholas Mattei -- Reduction of the Complexity of Inconsistencies Test in the MACBETH 2-Additive Methodology / Christophe Labreuche -- On Minimizing Ordered Weighted Regrets in Multiobjective Markov Decision Processes / Paul Weng -- Scaling Invariance and a Characterization of Linear Objective Functions / Sasa Pekec -- Learning the Parameters of a Multiple Criteria Sorting Method Based on a Majority Rule / Marc Pirlot -- Handling Preferences in the "Pre-conflicting" Phase of Decision Making Processes under Multiple Criteria / Kaisa Miettinen -- Bribery in Path-Disruption Games / Jorg Rothe -- Machine Learning and Traveling Repairman Problem / Patrick Jaillet

Note continued: Learning Complex Concepts Using Crowdsourcing: A Bayesian Approach / Craig Boutilier -- Online Cake Cutting / Toby Walsh -- Influence Diagrams with Memory States: Representation and Algorithms / Shlomo Zilberstein -- Game Theory and Human Behavior: Challenges in Security and Sustainability / Zhengyu Yin -- Constrained Multicriteria Sorting Method Applied to Portfolio Selection / Vincent Mousseau.