| Graphical Models as Languages for Computer Assisted Diagnosis and Decision Making | p. 1 |
| Planning with Uncertainty and Incomplete Information | p. 16 |
| What's Your Preference? And How to Express and Implement It in Logic Programming! | p. 17 |
| On Preference Representation on an Ordinal Scale | p. 18 |
| Rule-Based Decision Support in Multicriteria Choice and Ranking | p. 29 |
| Propositional Distances and Preference Representation | p. 48 |
| Value Iteration over Belief Subspace | p. 60 |
| Space-Progressive Value Iteration: An Anytime Algorithm for a Class of POMDPs | p. 72 |
| Reasoning about Intentions in Uncertain Domains | p. 84 |
| Troubleshooting with Simultaneous Models | p. 96 |
| A Rational Conditional Utility Model in a Coherent Framework | p. 108 |
| Probabilistic Reasoning as a General Unifying Tool | p. 120 |
| An Operational View of Coherent Conditional Previsions | p. 132 |
| Decomposition of Influence Diagrams | p. 144 |
| Mixtures of Truncated Exponentials in Hybrid Bayesian Networks | p. 156 |
| Importance Sampling in Bayesian Networks Using Antithetic Variables | p. 168 |
| Using Recursive Decomposition to Construct Elimination Orders, Join Trees, and Dtrees | p. 180 |
| Caveats for Causal Reasoning with Equilibrium Models | p. 192 |
| Supporting Changes in Structure in Causal Model Construction | p. 204 |
| The Search of Causal Orderings: A Short Cut for Learning Belief Networks | p. 216 |
| Stochastic Local Algorithms for Learning Belief Networks: Searching in the Space of the Orderings | p. 228 |
| An Empirical Investigation of the K2 Metric | p. 240 |
| Sequential Valuation Networks: A New Graphical Technique for Asymmetric Decision Problems | p. 252 |
| A Two-Steps Algorithm for Min-Based Possibilistic Causal Networks | p. 266 |
| Computing Intervals of Probabilities with Simulated Annealing and Probability Trees | p. 278 |
| Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning | p. 290 |
| Belief Functions with Partially Ordered Values | p. 303 |
| Dempster Specialization Matrices and the Combination of Belief Functions | p. 316 |
| On the Conceptual Status of Belief Functions with Respect to Coherent Lower Probabilities | p. 328 |
| About Conditional Belief Function Independence | p. 340 |
| The Evaluation of Sensors' Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model | p. 350 |
| Coarsening Approximations of Belief Functions | p. 362 |
| Label Semantics: A Formal Framework for Modeling with Words | p. 374 |
| Reasoning about Knowledge Using Rough Sets | p. 385 |
| The Capacity of a Possibilistic Channel | p. 398 |
| New Semantics for Quantitative Possibility Theory | p. 410 |
| Bridging Logical, Comparative, and Graphical Possibilistic Representation frameworks | p. 422 |
| Ellipse Fitting with Uncertainty and Fuzzy Decision Stage for Detection. Application in Videomicroscopy | p. 432 |
| Probabilistic Modeling for Software Quality Control | p. 444 |
| Spatial Information Revision: A Comparison between 3 Approaches | p. 454 |
| Social Choice, Merging, and Elections | p. 466 |
| Data Merging: Theory of Evidence vs. Knowledge-Bases Merging Operators | p. 478 |
| A Priori Revision | p. 488 |
| Some Operators for Iterated Revision | p. 498 |
| On Computing Solutions to Belief Change Scenarios | p. 510 |
| 'Not Impossible' vs. 'Guaranteed Possible' in Fusion and Revision | p. 522 |
| General Preferential Entailments as Circumscriptions | p. 532 |
| A Semantic Tableau Version of First-Order Quasi-Classical Logic | p. 544 |
| On Anytime Coherence-Based Reasoning | p. 556 |
| Resolving Conflicts between Beliefs, Obligations, Intentions, and Desires | p. 568 |
| Comparing a Pair-Wise Compatibility Heuristic and Relaxed Stratification: Some Preliminary Results | p. 580 |
| How to Reason Credulously and Skeptically within a Single Extension | p. 592 |
| Handling Conditionals Adequately in Uncertain Reasoning | p. 604 |
| Rankings We Prefer - A Minimal Construction Semantics for Default Reasoning | p. 616 |
| Formalizing Human Uncertain Reasoning with Default Rules: A Psychological Conundrum and a Pragmatic Suggestion | p. 628 |
| Statistical Information, Uncertainty, and Bayes' Theorem: Some Applications in Experimental Psychology | p. 635 |
| Polymorphism of Human Judgment under Uncertainty | p. 647 |
| How to Doubt about a Conditional | p. 659 |
| Dialectical Proof Theories for the Credulous Preferred Semantics of Argumentation Frameworks | p. 668 |
| Argumentation and Qualitative Probabilistic Reasoning Using the Kappa Calculus | p. 680 |
| Importance Measures from Reliability Theory for Probabilistic Assumption-Based Reasoning | p. 692 |
| Ramification in the Normative Method of Causality | p. 704 |
| Simultaneous Events: Conflicts and Preferences | p. 714 |
| Orthogonal Relations for Reasoning about Abstract Events | p. 726 |
| Explanatory Relations Based on Mathematical Morphology | p. 736 |
| Monotonic and Resituated Logic Programs | p. 748 |
| A Proof Procedure for Possibilistic Logic Programming with Fuzzy Constants | p. 760 |
| First-Order Characterization and Modal Analysis of Indiscernibility and Complementarity in Information Systems | p. 772 |
| Complete and Incomplete Knowledge in Logical Information Systems | p. 782 |
| Extending Polynomiality to a Class of Non-clausal Many-Valued Horn-Like Formulas | p. 792 |
| A Genetic Algorithm for Satisfiability Problem in a Probabilistic Logic: A First Report | p. 805 |
| Authors Index | p. 817 |
| Table of Contents provided by Blackwell. All Rights Reserved. |
