Symbolic and quantitative approaches to reasoning with uncertainty

Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 6th European Conference, ECSQARU 2001 Toulouse, France, September 19–21, 2001 Proceedings
Author: Salem Benferhat, Philippe Besnard
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-42464-2
DOI: 10.1007/3-540-44652-4

Table of Contents:

• Graphical Models as Languages for Computer Assisted Diagnosis and Decision Making
• Planning with Uncertainty and Incomplete Information
• What’s Your Preference? And How to Express and Implement It in Logic Programming!
• On Preference Representation on an Ordinal Scale
• Rule-Based Decision Support in Multicriteria Choice and Ranking
• Propositional Distances and Preference Representation
• Value Iteration over Belief Subspace
• Space-Progressive Value Iteration: An Anytime Algorithm for a Class of POMDPs
• Reasoning about Intentions in Uncertain Domains
• Troubleshooting with Simultaneous Models
• A Rational Conditional Utility Model in a Coherent Framework
• Probabilistic Reasoning as a General Unifying Tool
• An Operational View of Coherent Conditional Previsions
• Decomposition of Influence Diagrams
• Mixtures of Truncated Exponentials in Hybrid Bayesian Networks
• Importance Sampling in Bayesian Networks Using Antithetic Variables
• Using Recursive Decomposition to Construct Elimination Orders, Jointrees, and Dtrees
• Caveats For Causal Reasoning With Equilibrium Models
• Supporting Changes in Structure in Causal Model Construction
• The Search of Causal Orderings: A Short Cut for Learning Belief Networks