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