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Symbolic and Quantitative Approaches to Reasoning with Uncertainty

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Cover of 'Symbolic and Quantitative Approaches to Reasoning with Uncertainty'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Graphical Models as Languages for Computer Assisted Diagnosis and Decision Making
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    Chapter 2 Planning with Uncertainty and Incomplete Information
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    Chapter 3 What’s Your Preference? And How to Express and Implement It in Logic Programming!
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    Chapter 4 On Preference Representation on an Ordinal Scale
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    Chapter 5 Rule-Based Decision Support in Multicriteria Choice and Ranking
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    Chapter 6 Propositional Distances and Preference Representation
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    Chapter 7 Value Iteration over Belief Subspace
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    Chapter 8 Space-Progressive Value Iteration: An Anytime Algorithm for a Class of POMDPs
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    Chapter 9 Reasoning about Intentions in Uncertain Domains
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    Chapter 10 Troubleshooting with Simultaneous Models
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    Chapter 11 A Rational Conditional Utility Model in a Coherent Framework
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    Chapter 12 Probabilistic Reasoning as a General Unifying Tool
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    Chapter 13 An Operational View of Coherent Conditional Previsions
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    Chapter 14 Decomposition of Influence Diagrams
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    Chapter 15 Mixtures of Truncated Exponentials in Hybrid Bayesian Networks
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    Chapter 16 Importance Sampling in Bayesian Networks Using Antithetic Variables
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    Chapter 17 Using Recursive Decomposition to Construct Elimination Orders, Jointrees, and Dtrees
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    Chapter 18 Caveats For Causal Reasoning With Equilibrium Models
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    Chapter 19 Supporting Changes in Structure in Causal Model Construction
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    Chapter 20 The Search of Causal Orderings: A Short Cut for Learning Belief Networks
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    Chapter 21 Stochastic Local Algorithms for Learning Belief Networks: Searching in the Space of the Orderings
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    Chapter 22 An Empirical Investigation of the K2 Metric
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    Chapter 23 Sequential Valuation Networks: A New Graphical Technique for Asymmetric Decision Problems
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    Chapter 24 A Two-Steps Algorithm for Min-Based Possibilistic Causal Networks
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    Chapter 25 Computing Intervals of Probabilities with Simulated Annealing and Probability Trees
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    Chapter 26 Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning
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    Chapter 27 Belief Functions with Partially Ordered Values
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    Chapter 28 Dempster Specialization Matrices and the Combination of Belief Functions
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    Chapter 29 On the Conceptual Status of Belief Functions with Respect to Coherent Lower Probabilities
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    Chapter 30 About Conditional Belief Function Independence
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    Chapter 31 The Evaluation of Sensors’ Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model
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    Chapter 32 Coarsening Approximations of Belief Functions
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    Chapter 33 Label Semantics: A Formal Framework for Modeling with Words
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    Chapter 34 Reasoning about Knowledge Using Rough Sets
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    Chapter 35 The Capacity of a Possibilistic Channel
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    Chapter 36 New Semantics for Quantitative Possibility Theory
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    Chapter 37 Bridging logical, comparative and graphical possibilistic representation frameworks
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    Chapter 38 Ellipse fitting with uncertainty and fuzzy decision stage for detection. Application in videomicroscopy.
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    Chapter 39 Probabilistic Modelling for Software Quality Control
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    Chapter 40 Spatial Information Revision: A Comparison between 3 Approaches
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    Chapter 41 Social Choice, Merging, and Elections
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    Chapter 42 Data merging: Theory of Evidence vs knowledge-bases merging operators
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    Chapter 43 A Priori Revision
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    Chapter 44 Some Operators for Iterated Revision
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    Chapter 45 On Computing Solutions to Belief Change Scenarios
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    Chapter 46 “Not impossible” vs. “guaranteed possible” in fusion and revision
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    Chapter 47 General Preferential Entaulments as Circumscriptions
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    Chapter 48 A Semantic Tableau Version of First-Order Quasi-Classical Logic
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    Chapter 49 On Anytime Coherence-Based Reasoning
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    Chapter 50 Resolving Conflicts between Beliefs, Obligations, Intentions, and Desires
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    Chapter 51 Comparing a Pair-wise Compatibility Heuristic and Relaxed Stratification: Some Preliminary Results
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    Chapter 52 How to Reason Credulously and Skeptically within a Single Extension
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    Chapter 53 Handling Conditionals Adequately in Uncertain Reasoning
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    Chapter 54 Rankings We Prefer
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    Chapter 55 Formalizing Human Uncertain Reasoning with Default Rules: A Psychological Conundrum and a Pragmatic Suggestion
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    Chapter 56 Statistical Information, Uncertainty, and Bayes’ Theorem: Some Applications in Experimental Psychology
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    Chapter 57 Polymorphism of Human Judgment under Uncertainty
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    Chapter 58 How to Doubt about a Conditional
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    Chapter 59 Dialectical Proof Theories for the Credulous Preferred Semantics of Argumentation Frameworks
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    Chapter 60 Argumentation and Qualitative Probabilistic Reasoning Using the Kappa Calculus
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    Chapter 61 Importance Measures from Reliability Theory for Probabilistic Assumption-Based Reasoning
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    Chapter 62 Ramification in the Normative Method of Causality
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    Chapter 63 Simultaneous Events: Conflicts and Preferences
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    Chapter 64 Orthogonal Relations for Reasoning about Abstract Events
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    Chapter 65 Explanatory Relations Based on Mathematical Morphology
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    Chapter 66 Monotonic and Residuated Logic Programs
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    Chapter 67 A Proof Procedure for Possibilistic Logic Programming with Fuzzy Constants
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    Chapter 68 First-Order Characterization and Modal Analysis of Indiscernibility and Complementarity in Information Systems
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    Chapter 69 Complete and Incomplete Knowledge in Logical Information Systems
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    Chapter 70 Extending Polynomiality to a Class of Non-clausal Many-Valued Horn-Like Formulas
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    Chapter 71 A Genetic Algorithm for Satisfiability Problem in a Probabilistic Logic: A First Report
Attention for Chapter 10: Troubleshooting with Simultaneous Models
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Chapter title
Troubleshooting with Simultaneous Models
Chapter number 10
Book title
Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Published by
Springer, Berlin, Heidelberg, September 2001
DOI 10.1007/3-540-44652-4_10
Book ISBNs
978-3-54-042464-2, 978-3-54-044652-1
Authors

Jirí Vomlel, Claus Skaanning, Vomlel, Jirí, Skaanning, Claus